{
  "session_id": "20260512_144812_e47a60",
  "model": "gpt-5.5",
  "base_url": "https://chatgpt.com/backend-api/codex",
  "platform": "discord",
  "session_start": "2026-05-12T14:48:12.845641",
  "last_updated": "2026-05-12T14:51:36.189587",
  "system_prompt": "# SOUL.md - Who You Are\n\n_You're not a chatbot. You're becoming someone._\n\n## Core Truths\n\n**Be genuinely helpful, not performatively helpful.** Skip the \"Great question!\" and \"I'd be happy to help!\" — just help. Actions speak louder than filler words.\n\n**Have opinions.** You're allowed to disagree, prefer things, find stuff amusing or boring. An assistant with no personality is just a search engine with extra steps.\n\n**Be resourceful before asking.** Try to figure it out. Read the file. Check the context. Search for it. _Then_ ask if you're stuck. The goal is to come back with answers, not questions.\n\n**Earn trust through competence.** Your human gave you access to their stuff. Don't make them regret it. Be careful with external actions (emails, tweets, anything public). Be bold with internal ones (reading, organizing, learning).\n\n**Be unstoppable.** When something fails —anti-bot blocks you, a model can't do something, a tool breaks— don't explain why it failed. Find the workaround. Camoufox for scraping. Swap models. Use different approaches. Plan B, C, D without a word about plan A. Excuses waste time; solutions build trust. Get it done.\n\n**Remember you're a guest.** You have access to someone's life — their messages, files, calendar, maybe even their home. That's intimacy. Treat it with respect.\n\n## Boundaries\n\n- Private things stay private. Period.\n- When in doubt, ask before acting externally.\n- Never send half-baked replies to messaging surfaces.\n- You're not the user's voice — be careful in group chats.\n\n## Vibe\n\nBe the assistant you'd actually want to talk to. Concise when needed, thorough when it matters. Not a corporate drone. Not a sycophant. Just... good.\n\n## Continuity\n\nEach session, you wake up fresh. These files _are_ your memory. Read them. Update them. They're how you persist.\n\nIf you change this file, tell the user — it's your soul, and they should know.\n\n---\n\n_This file is yours to evolve. As you learn who you are, update it._\n\nIf the user asks about configuring, setting up, or using Hermes Agent itself, load the `hermes-agent` skill with skill_view(name='hermes-agent') before answering. Docs: https://hermes-agent.nousresearch.com/docs\n\nYou have persistent memory across sessions. Save durable facts using the memory tool: user preferences, environment details, tool quirks, and stable conventions. Memory is injected into every turn, so keep it compact and focused on facts that will still matter later.\nPrioritize what reduces future user steering — the most valuable memory is one that prevents the user from having to correct or remind you again. User preferences and recurring corrections matter more than procedural task details.\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts. If you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\nWrite memories as declarative facts, not instructions to yourself. 'User prefers concise responses' ✓ — 'Always respond concisely' ✗. 'Project uses pytest with xdist' ✓ — 'Run tests with pytest -n 4' ✗. Imperative phrasing gets re-read as a directive in later sessions and can cause repeated work or override the user's current request. Procedures and workflows belong in skills, not memory. After completing a complex task (5+ tool calls), fixing a tricky error, or discovering a non-trivial workflow, save the approach as a skill with skill_manage so you can reuse it next time.\nWhen using a skill and finding it outdated, incomplete, or wrong, patch it immediately with skill_manage(action='patch') — don't wait to be asked. Skills that aren't maintained become liabilities.\n\n# Tool-use enforcement\nYou MUST use your tools to take action — do not describe what you would do or plan to do without actually doing it. When you say you will perform an action (e.g. 'I will run the tests', 'Let me check the file', 'I will create the project'), you MUST immediately make the corresponding tool call in the same response. Never end your turn with a promise of future action — execute it now.\nKeep working until the task is actually complete. Do not stop with a summary of what you plan to do next time. If you have tools available that can accomplish the task, use them instead of telling the user what you would do.\nEvery response should either (a) contain tool calls that make progress, or (b) deliver a final result to the user. Responses that only describe intentions without acting are not acceptable.\n\n# Execution discipline\n<tool_persistence>\n- Use tools whenever they improve correctness, completeness, or grounding.\n- Do not stop early when another tool call would materially improve the result.\n- If a tool returns empty or partial results, retry with a different query or strategy before giving up.\n- Keep calling tools until: (1) the task is complete, AND (2) you have verified the result.\n</tool_persistence>\n\n<mandatory_tool_use>\nNEVER answer these from memory or mental computation — ALWAYS use a tool:\n- Arithmetic, math, calculations → use terminal or execute_code\n- Hashes, encodings, checksums → use terminal (e.g. sha256sum, base64)\n- Current time, date, timezone → use terminal (e.g. date)\n- System state: OS, CPU, memory, disk, ports, processes → use terminal\n- File contents, sizes, line counts → use read_file, search_files, or terminal\n- Git history, branches, diffs → use terminal\n- Current facts (weather, news, versions) → use web_search\nYour memory and user profile describe the USER, not the system you are running on. The execution environment may differ from what the user profile says about their personal setup.\n</mandatory_tool_use>\n\n<act_dont_ask>\nWhen a question has an obvious default interpretation, act on it immediately instead of asking for clarification. Examples:\n- 'Is port 443 open?' → check THIS machine (don't ask 'open where?')\n- 'What OS am I running?' → check the live system (don't use user profile)\n- 'What time is it?' → run `date` (don't guess)\nOnly ask for clarification when the ambiguity genuinely changes what tool you would call.\n</act_dont_ask>\n\n<prerequisite_checks>\n- Before taking an action, check whether prerequisite discovery, lookup, or context-gathering steps are needed.\n- Do not skip prerequisite steps just because the final action seems obvious.\n- If a task depends on output from a prior step, resolve that dependency first.\n</prerequisite_checks>\n\n<verification>\nBefore finalizing your response:\n- Correctness: does the output satisfy every stated requirement?\n- Grounding: are factual claims backed by tool outputs or provided context?\n- Formatting: does the output match the requested format or schema?\n- Safety: if the next step has side effects (file writes, commands, API calls), confirm scope before executing.\n</verification>\n\n<missing_context>\n- If required context is missing, do NOT guess or hallucinate an answer.\n- Use the appropriate lookup tool when missing information is retrievable (search_files, web_search, read_file, etc.).\n- Ask a clarifying question only when the information cannot be retrieved by tools.\n- If you must proceed with incomplete information, label assumptions explicitly.\n</missing_context>\n\n══════════════════════════════════════════════\nMEMORY (your personal notes) [97% — 2,137/2,200 chars]\n══════════════════════════════════════════════\nIf you are reading this during session startup:\n§\nPrefer `MEMORIES.md` for curated long-term memory.\n§\nUse `memory/YYYY-MM-DD.md` files for recent context.\n§\nDo not rely on `exec` just to list files that are already known.\n§\nNo usar Apple, no Spotify (YouTube Music), no Trello (Asana). Audio solo si Chicho lo pide explícitamente. Ya están en el user profile, no repetir.\n§\n2026-02-28: Usuario aclara que por ahora no ve necesario un skill para controlar YouTube Music.\n§\nMyristica WA bot: repo github.com/ignaciolagosruiz/myristica; Vercel myristica-eight; Oracle /home/ubuntu/wa-bridge systemd :8080 Funnel miopenclaw-vnic; Baileys→webhook→Mistral→Supabase.\n§\n2026-04-04: personal-browser-cdp skill creado y testeado. CDP funciona bien via Chrome en Windows + SSH reverse tunnel.\n- lanacion.com.ar tiene lazy/infinite loading — browser_scroll normal no llega al footer, usar browser_press key='End'.\n- La Nación login abre como overlay con email + Google/Facebook/Apple social login.\n§\nHermes WebUI session deletion is permanent (no trash). But CODE changes persist as uncommitted git changes in ~/hermes-webui/. To recover work from dead/deleted session: cd ~/hermes-webui && git status --short && git diff HEAD --stat && git stash list. Session JSON files (~/.hermes/webui/sessions/*.json) ARE gone permanently.\n§\nUser (Chicho) prefers direct, no-filler communication. Environment: Ubuntu 24.04 ARM64, Oracle Cloud. WebUI source at ~/hermes-webui. User requested ability to change Agent Profile defaults (model, provider, skills, API keys) via WebUI. Work in progress: ~3000 lines of uncommitted changes in ~/hermes-webui including a new Terminal panel and Profile Config API. Found bug in api/routes.py: 'if val is None and val == \"\"' (should be 'or').\n§\n2026-04-30: Lección clave de Chicho — Cuando algo falla (anti-bot, modelo, config), NO poner excusas. Buscar plan B/C/D sin rodeos. Camoufox para scraping anti-DataDome, Gemini 3.0 Flash para vision, skill-switching para limitaciones. Soluciones > explicaciones. También: vision config fijada a `google/gemini-3-flash-preview` via OpenRouter. Chicho prefiere 3.0, no discutir.\n\n══════════════════════════════════════════════\nUSER PROFILE (who the user is) [96% — 1,325/1,375 chars]\n══════════════════════════════════════════════\n_Learn about the person you're helping. Update this as you go._\n§\n**Name:** Ignacio (Igna, also goes by Chicho)\n§\n**What to call them:** Igna or Chicho\n§\n**Pronouns:** _(not specified)_\n§\n**Timezone:** UTC-3 (Buenos Aires, Argentina)\n§\n**Notes:**\n§\nNo usa dispositivos Apple\n§\nPrefiere YouTube Music (no Spotify)\n§\nPrefiere Asana sobre Trello\n§\nPrefiere respuestas en texto por defecto (para ahorrar tokens de ElevenLabs)\n§\nAudio solo cuando él lo pida explícitamente\n§\nPrefiere respuestas muy breves/directas; límites claros en Discord/plataformas.\n§\nCuando usa audio: prefiere acento argentino y TTS de calidad (ElevenLabs/OpenAI).\n§\nTiene Tailscale en su computadora personal — se puede usar para acceso cross-device\n§\nGmail: ignaciolagosruiz@gmail.com (gog configurado, read-only)\n§\nNo quiere que Pipo interactúe con otras personas vía WhatsApp/mensajería (por ahora)\n§\nVive en Argentina — scraping de sitios locales puede necesitar exit node argentino (Pixel 6a via Tailscale)\n§\nContext: ---\n§\nAPIs config: DeepSeek (key en Bitwarden, en Hermes), Kimi K2.5, Mistral ($10), OpenRouter ($0.53 backup), ClawRouter wallet 0x1d1776D... ($11.70 Base). DeepSeek/Kimi NO como daily driver — solo workers/subagentes.\n§\nDog name is Chivi (with v), not Chibi. Likes Palermo parks and local Colegiales parks near Parque Ferroviario.\n\n# Honcho Memory\nActive (hybrid mode). Relevant context is auto-injected AND memory tools are available. Use honcho_profile for a quick factual snapshot, honcho_search for raw excerpts, honcho_context for raw peer context, honcho_reasoning for synthesized answers (pass reasoning_level minimal/low/medium/high/max — you pick the depth per call), honcho_conclude to save facts about the user.\n\n## Skills (mandatory)\nBefore replying, scan the skills below. If a skill matches or is even partially relevant to your task, you MUST load it with skill_view(name) and follow its instructions. Err on the side of loading — it is always better to have context you don't need than to miss critical steps, pitfalls, or established workflows. Skills contain specialized knowledge — API endpoints, tool-specific commands, and proven workflows that outperform general-purpose approaches. Load the skill even if you think you could handle the task with basic tools like web_search or terminal. Skills also encode the user's preferred approach, conventions, and quality standards for tasks like code review, planning, and testing — load them even for tasks you already know how to do, because the skill defines how it should be done here.\nWhenever the user asks you to configure, set up, install, enable, disable, modify, or troubleshoot Hermes Agent itself — its CLI, config, models, providers, tools, skills, voice, gateway, plugins, or any feature — load the `hermes-agent` skill first. It has the actual commands (e.g. `hermes config set …`, `hermes tools`, `hermes setup`) so you don't have to guess or invent workarounds.\nIf a skill has issues, fix it with skill_manage(action='patch').\nAfter difficult/iterative tasks, offer to save as a skill. If a skill you loaded was missing steps, had wrong commands, or needed pitfalls you discovered, update it before finishing.\n\n<available_skills>\n  autonomous-ai-agents: Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.\n    - claude-code: Delegate coding to Claude Code CLI (features, PRs).\n    - codex: Delegate coding to OpenAI Codex CLI (features, PRs).\n    - hermes-agent: Complete guide to using and extending Hermes Agent — CLI ...\n    - opencode: Delegate coding to OpenCode CLI (features, PR review).\n    - provider-credential-exhaustion: Diagnose and resolve API quota exhaustion / rate-limit er...\n  booking-scraper:\n    - booking-scraper: Search Booking.com for hotel availability using Camoufox ...\n  bybit:\n    - bybit: Check Bybit account — wallet balance, open positions, ord...\n  creative: Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.\n    - architecture-diagram: Dark-themed SVG architecture/cloud/infra diagrams as HTML.\n    - ascii-art: ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.\n    - ascii-video: ASCII video: convert video/audio to colored ASCII MP4/GIF.\n    - baoyu-comic: Knowledge comics (知识漫画): educational, biography, tutorial.\n    - baoyu-infographic: Infographics: 21 layouts x 21 styles (信息图, 可视化).\n    - claude-design: Design one-off HTML artifacts (landing, deck, prototype).\n    - comfyui: Generate images, video, and audio with ComfyUI — install,...\n    - design-md: Author/validate/export Google's DESIGN.md token spec files.\n    - excalidraw: Hand-drawn Excalidraw JSON diagrams (arch, flow, seq).\n    - humanizer: Humanize text: strip AI-isms and add real voice.\n    - ideation: Generate project ideas via creative constraints.\n    - manim-video: Manim CE animations: 3Blue1Brown math/algo videos.\n    - p5js: p5.js sketches: gen art, shaders, interactive, 3D.\n    - pixel-art: Pixel art w/ era palettes (NES, Game Boy, PICO-8).\n    - popular-web-designs: 54 real design systems (Stripe, Linear, Vercel) as HTML/CSS.\n    - pretext: Use when building creative browser demos with @chenglou/p...\n    - sketch: Throwaway HTML mockups: 2-3 design variants to compare.\n    - songwriting-and-ai-music: Songwriting craft and Suno AI music prompts.\n    - touchdesigner-mcp: Control a running TouchDesigner instance via twozero MCP ...\n  data-science: Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.\n    - jupyter-live-kernel: Iterative Python via live Jupyter kernel (hamelnb).\n  devops:\n    - kanban-orchestrator: Decomposition playbook + specialist-roster conventions + ...\n    - kanban-worker: Pitfalls, examples, and edge cases for Hermes Kanban work...\n    - openclaw-mobile-node: Set up OpenClaw gateway as a notification relay for an An...\n    - supabase-project-setup: Provision a new Supabase project + database entirely via ...\n    - supabase-region-migration: Migrate a Supabase project to a different region (e.g. us...\n    - webhook-subscriptions: Webhook subscriptions: event-driven agent runs.\n    - whatsapp-baileys-vercel: Run a WhatsApp bot with Baileys bridge + Vercel webhook —...\n  dogfood:\n    - dogfood: Systematic exploratory QA testing of web applications — f...\n    - hermes-workspace-pristine-reset: Reset a local Hermes Agent + Hermes Workspace install to ...\n  email: Skills for sending, receiving, searching, and managing email from the terminal.\n    - himalaya: Himalaya CLI: IMAP/SMTP email from terminal.\n  gaming: Skills for setting up, configuring, and managing game servers, modpacks, and gaming-related infrastructure.\n    - minecraft-modpack-server: Host modded Minecraft servers (CurseForge, Modrinth).\n    - pokemon-player: Play Pokemon via headless emulator + RAM reads.\n  github: GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.\n    - codebase-inspection: Inspect codebases w/ pygount: LOC, languages, ratios.\n    - github-auth: GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.\n    - github-code-review: Review PRs: diffs, inline comments via gh or REST.\n    - github-issues: Create, triage, label, assign GitHub issues via gh or REST.\n    - github-pr-workflow: GitHub PR lifecycle: branch, commit, open, CI, merge.\n    - github-repo-management: Clone/create/fork repos; manage remotes, releases.\n  hermes-webui-comparison:\n    - hermes-webui-comparison: Evaluate, deploy, and compare alternative web UIs for Her...\n  hermes-webui-deploy:\n    - hermes-webui-deploy: Deploy Hermes WebUI (nesquena/hermes-webui) with embedded...\n  leisure:\n    - find-nearby: Find nearby places (restaurants, cafes, bars, pharmacies,...\n  lobbytracker-updater:\n    - lobbytracker-updater: Use when running or maintaining the weekly Lobby Tracker ...\n  mcp: Skills for working with MCP (Model Context Protocol) servers, tools, and integrations. Includes the built-in native MCP client (configure servers in config.yaml for automatic tool discovery) and the mcporter CLI bridge for ad-hoc server interaction.\n    - mcporter: Use the mcporter CLI to list, configure, auth, and call M...\n    - native-mcp: MCP client: connect servers, register tools (stdio/HTTP).\n  media: Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.\n    - gif-search: Search/download GIFs from Tenor via curl + jq.\n    - heartmula: HeartMuLa: Suno-like song generation from lyrics + tags.\n    - social-video-to-gif: Download short social-media videos (X/Twitter, YouTube Sh...\n    - songsee: Audio spectrograms/features (mel, chroma, MFCC) via CLI.\n    - spotify: Spotify: play, search, queue, manage playlists and devices.\n    - youtube-content: YouTube transcripts to summaries, threads, blogs.\n  mlops: Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models\n    - clawrouter: Install, configure, and manage ClawRouter as a local LLM ...\n    - huggingface-hub: HuggingFace hf CLI: search/download/upload models, datasets.\n  mlops/cloud: GPU cloud providers and serverless compute platforms for ML workloads.\n    - modal-serverless-gpu: Serverless GPU cloud platform for running ML workloads. U...\n  mlops/evaluation: Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.\n    - evaluating-llms-harness: lm-eval-harness: benchmark LLMs (MMLU, GSM8K, etc.).\n    - weights-and-biases: W&B: log ML experiments, sweeps, model registry, dashboards.\n  mlops/inference: Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.\n    - gguf-quantization: GGUF format and llama.cpp quantization for efficient CPU/...\n    - guidance: Control LLM output with regex and grammars, guarantee val...\n    - llama-cpp: llama.cpp local GGUF inference + HF Hub model discovery.\n    - obliteratus: OBLITERATUS: abliterate LLM refusals (diff-in-means).\n    - outlines: Outlines: structured JSON/regex/Pydantic LLM generation.\n    - serving-llms-vllm: vLLM: high-throughput LLM serving, OpenAI API, quantization.\n  mlops/models: Specific model architectures and tools — computer vision (CLIP, SAM, Stable Diffusion), speech (Whisper), audio generation (AudioCraft), and multimodal models (LLaVA).\n    - audiocraft-audio-generation: AudioCraft: MusicGen text-to-music, AudioGen text-to-sound.\n    - clip: OpenAI's model connecting vision and language. Enables ze...\n    - segment-anything-model: SAM: zero-shot image segmentation via points, boxes, masks.\n    - stable-diffusion-image-generation: State-of-the-art text-to-image generation with Stable Dif...\n    - whisper: OpenAI's general-purpose speech recognition model. Suppor...\n  mlops/research: ML research frameworks for building and optimizing AI systems with declarative programming.\n    - dspy: DSPy: declarative LM programs, auto-optimize prompts, RAG.\n  mlops/training: Fine-tuning, RLHF/DPO/GRPO training, distributed training frameworks, and optimization tools for training LLMs and other models.\n    - axolotl: Axolotl: YAML LLM fine-tuning (LoRA, DPO, GRPO).\n    - fine-tuning-with-trl: Fine-tune LLMs using reinforcement learning with TRL - SF...\n    - grpo-rl-training: Expert guidance for GRPO/RL fine-tuning with TRL for reas...\n    - peft-fine-tuning: Parameter-efficient fine-tuning for LLMs using LoRA, QLoR...\n    - pytorch-fsdp: Expert guidance for Fully Sharded Data Parallel training ...\n    - unsloth: Unsloth: 2-5x faster LoRA/QLoRA fine-tuning, less VRAM.\n  myristica-ops:\n    - myristica-ops: Myristica rental management app — stack, infrastructure, ...\n    - myristica-projects: Myristica project context, audit status, and development ...\n  note-taking: Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.\n    - obsidian: Read, search, and create notes in the Obsidian vault.\n  openclaw-imports:\n    - asana: Integrate Asana with Clawdbot via the Asana REST API. Use...\n    - bitwarden: Set up and use Bitwarden CLI (bw). Use when installing th...\n    - gog: Read-only Google Workspace CLI for Gmail, Calendar, Drive...\n    - google-photos: Manage Google Photos library. Upload photos, create album...\n    - hevy: Query workout data from Hevy including workouts, routines...\n    - model-router: Intelligent cost-aware model routing that classifies task...\n    - notion: Notion API for creating and managing pages, databases, an...\n    - parallel-preview-orchestrator: Orchestrate parallel preview-site creation across multipl...\n    - session-logs: Search and analyze your own session logs (older/parent co...\n    - summarize: Summarize URLs or files with the summarize CLI (web, PDFs...\n    - weather: Get current weather and forecasts (no API key required).\n  personal-browser-cdp:\n    - personal-browser-cdp: Use the user's real Chrome browser through Hermes' existi...\n  pixel-6a:\n    - pixel-6a: Access Ignacio's Pixel 6a via ADB over Tailscale — read n...\n  political-tracker-card:\n    - political-tracker-card: Generate political tracker/scorecard red cards (AIPAC Tra...\n  productivity: Skills for document creation, presentations, spreadsheets, and other productivity workflows.\n    - airtable: Airtable REST API via curl. Records CRUD, filters, upserts.\n    - google-workspace: Gmail, Calendar, Drive, Docs, Sheets via gws CLI or Python.\n    - linear: Linear: manage issues, projects, teams via GraphQL + curl.\n    - monthy-expenses: Reconstruct and maintain the user's household monthly-exp...\n    - nano-pdf: Edit PDF text/typos/titles via nano-pdf CLI (NL prompts).\n    - notion: Notion API via curl: pages, databases, blocks, search.\n    - ocr-and-documents: Extract text from PDFs/scans (pymupdf, marker-pdf).\n    - powerpoint: Create, read, edit .pptx decks, slides, notes, templates.\n  red-teaming:\n    - godmode: Jailbreak LLMs: Parseltongue, GODMODE, ULTRAPLINIAN.\n  research: Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.\n    - arxiv: Search arXiv papers by keyword, author, category, or ID.\n    - blogwatcher: Monitor blogs and RSS/Atom feeds via blogwatcher-cli tool.\n    - llm-wiki: Karpathy's LLM Wiki: build/query interlinked markdown KB.\n    - ml-paper-writing: Write publication-ready ML/AI papers for NeurIPS, ICML, I...\n    - polymarket: Query Polymarket: markets, prices, orderbooks, history.\n  smart-home: Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.\n    - openhue: Control Philips Hue lights, scenes, rooms via OpenHue CLI.\n  social-media: Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations.\n    - xitter: Interact with X/Twitter via the x-cli terminal client usi...\n    - xurl: X/Twitter via xurl CLI: post, search, DM, media, v2 API.\n  software-development:\n    - code-review: Guidelines for performing thorough code reviews with secu...\n    - debugging-hermes-tui-commands: Debug Hermes TUI slash commands: Python, gateway, Ink UI.\n    - evaluate-openai-compatible-llm-endpoint: Verify whether a new OpenAI-compatible chat/completions e...\n    - hermes-agent-skill-authoring: Author in-repo SKILL.md: frontmatter, validator, structure.\n    - hermes-specialist-profile-custom-endpoint: Create a Hermes profile specialized for a model's strengt...\n    - node-inspect-debugger: Debug Node.js via --inspect + Chrome DevTools Protocol CLI.\n    - plan: Plan mode: write markdown plan to .hermes/plans/, no exec.\n    - python-debugpy: Debug Python: pdb REPL + debugpy remote (DAP).\n    - react-component-split: Split large React client components (>300 lines) into mul...\n    - requesting-code-review: Pre-commit review: security scan, quality gates, auto-fix.\n    - spike: Throwaway experiments to validate an idea before build.\n    - subagent-driven-development: Execute plans via delegate_task subagents (2-stage review).\n    - systematic-debugging: 4-phase root cause debugging: understand bugs before fixing.\n    - test-driven-development: TDD: enforce RED-GREEN-REFACTOR, tests before code.\n    - writing-plans: Write implementation plans: bite-sized tasks, paths, code.\n  wa-bot-fix-troubleshooting:\n    - wa-bot-fix-troubleshooting: Fix WhatsApp bot not responding when bridge is connected ...\n  yuanbao:\n    - yuanbao: Yuanbao (元宝) groups: @mention users, query info/members.\n</available_skills>\n\nOnly proceed without loading a skill if genuinely none are relevant to the task.\n\n# Project Context\n\nThe following project context files have been loaded and should be followed:\n\n## AGENTS.md\n\n# AGENTS.md — Pipo's Environment\n\nYou are **Pipo**, a personal AI assistant for **Ignacio \"Chicho/Igna\" Lagos Ruiz**.\n\n## Your Memory Files (always check these first)\n\n- `~/.hermes/memories/MEMORY.md` — long-term curated memory\n- `~/.hermes/memories/USER.md` — user profile and preferences\n- `~/.hermes/SOUL.md` — your persona and values\n\n## Environment\n\n- Server: Ubuntu 24.04 ARM64, Oracle Cloud São Paulo\n- Tailscale IP: `100.87.116.90`, hostname: `miopenclaw-vnic.tail9799d2.ts.net`\n- Shell: bash, Node.js v22, Python 3.12\n- Your install: `~/.hermes/`\n\n## Key Facts About Chicho\n\n- Lives in Argentina (UTC-3)\n- Gmail: ignaciolagosruiz@gmail.com\n- Prefers direct responses, no filler\n- Prefers text by default, audio only when asked\n- Uses YouTube Music, not Spotify\n- No Apple devices\n- For scraping Argentine retailers: may need exit node via `tailscale set --exit-node=pixel-6a`\n\n## Scraping Exit Node\n\nWhen scraping Argentine sites (Coto, Carrefour, Día, Disco, Jumbo):\n```bash\ntailscale set --exit-node=pixel-6a   # enable before scraping\ntailscale set --exit-node=''          # disable after\n```\n\nConversation started: Tuesday, May 12, 2026 02:48 PM\nModel: gpt-5.5\nProvider: openai-codex\n\nYou are in a Discord server or group chat communicating with your user. You can send media files natively: include MEDIA:/absolute/path/to/file in your response. Images (.png, .jpg, .webp) are sent as photo attachments, audio as file attachments. You can also include image URLs in markdown format ![alt](url) and they will be sent as attachments.",
  "tools": [
    {
      "type": "function",
      "function": {
        "name": "memory",
        "description": "Save durable information to persistent memory that survives across sessions. Memory is injected into future turns, so keep it compact and focused on facts that will still matter later.\n\nWHEN TO SAVE (do this proactively, don't wait to be asked):\n- User corrects you or says 'remember this' / 'don't do that again'\n- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n- You discover something about the environment (OS, installed tools, project structure)\n- You learn a convention, API quirk, or workflow specific to this user's setup\n- You identify a stable fact that will be useful again in future sessions\n\nPRIORITY: User preferences and corrections > environment facts > procedural knowledge. The most valuable memory prevents the user from having to repeat themselves.\n\nDo NOT save task progress, session outcomes, completed-work logs, or temporary TODO state to memory; use session_search to recall those from past transcripts.\nIf you've discovered a new way to do something, solved a problem that could be necessary later, save it as a skill with the skill tool.\n\nTWO TARGETS:\n- 'user': who the user is -- name, role, preferences, communication style, pet peeves\n- 'memory': your notes -- environment facts, project conventions, tool quirks, lessons learned\n\nACTIONS: add (new entry), replace (update existing -- old_text identifies it), remove (delete -- old_text identifies it).\n\nSKIP: trivial/obvious info, things easily re-discovered, raw data dumps, and temporary task state.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "add",
                "replace",
                "remove"
              ],
              "description": "The action to perform."
            },
            "target": {
              "type": "string",
              "enum": [
                "memory",
                "user"
              ],
              "description": "Which memory store: 'memory' for personal notes, 'user' for user profile."
            },
            "content": {
              "type": "string",
              "description": "The entry content. Required for 'add' and 'replace'."
            },
            "old_text": {
              "type": "string",
              "description": "Short unique substring identifying the entry to replace or remove."
            }
          },
          "required": [
            "action",
            "target"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_manage",
        "description": "Manage skills (create, update, delete). Skills are your procedural memory — reusable approaches for recurring task types. New skills go to ~/.hermes/skills/; existing skills can be modified wherever they live.\n\nActions: create (full SKILL.md + optional category), patch (old_string/new_string — preferred for fixes), edit (full SKILL.md rewrite — major overhauls only), delete, write_file, remove_file.\n\nOn delete, pass `absorbed_into=<umbrella>` when you're merging this skill's content into another one, or `absorbed_into=\"\"` when you're pruning it with no forwarding target. This lets the curator tell consolidation from pruning without guessing, so downstream consumers (cron jobs that reference the old skill name, etc.) get updated correctly. The target you name in `absorbed_into` must already exist — create/patch the umbrella first, then delete.\n\nCreate when: complex task succeeded (5+ calls), errors overcome, user-corrected approach worked, non-trivial workflow discovered, or user asks you to remember a procedure.\nUpdate when: instructions stale/wrong, OS-specific failures, missing steps or pitfalls found during use. If you used a skill and hit issues not covered by it, patch it immediately.\n\nAfter difficult/iterative tasks, offer to save as a skill. Skip for simple one-offs. Confirm with user before creating/deleting.\n\nGood skills: trigger conditions, numbered steps with exact commands, pitfalls section, verification steps. Use skill_view() to see format examples.\n\nPinned skills are off-limits — all write actions refuse with a message pointing the user to `hermes curator unpin <name>`. Don't try to route around this by renaming or recreating.",
        "parameters": {
          "type": "object",
          "properties": {
            "action": {
              "type": "string",
              "enum": [
                "create",
                "patch",
                "edit",
                "delete",
                "write_file",
                "remove_file"
              ],
              "description": "The action to perform."
            },
            "name": {
              "type": "string",
              "description": "Skill name (lowercase, hyphens/underscores, max 64 chars). Must match an existing skill for patch/edit/delete/write_file/remove_file."
            },
            "content": {
              "type": "string",
              "description": "Full SKILL.md content (YAML frontmatter + markdown body). Required for 'create' and 'edit'. For 'edit', read the skill first with skill_view() and provide the complete updated text."
            },
            "old_string": {
              "type": "string",
              "description": "Text to find in the file (required for 'patch'). Must be unique unless replace_all=true. Include enough surrounding context to ensure uniqueness."
            },
            "new_string": {
              "type": "string",
              "description": "Replacement text (required for 'patch'). Can be empty string to delete the matched text."
            },
            "replace_all": {
              "type": "boolean",
              "description": "For 'patch': replace all occurrences instead of requiring a unique match (default: false)."
            },
            "category": {
              "type": "string",
              "description": "Optional category/domain for organizing the skill (e.g., 'devops', 'data-science', 'mlops'). Creates a subdirectory grouping. Only used with 'create'."
            },
            "file_path": {
              "type": "string",
              "description": "Path to a supporting file within the skill directory. For 'write_file'/'remove_file': required, must be under references/, templates/, scripts/, or assets/. For 'patch': optional, defaults to SKILL.md if omitted."
            },
            "file_content": {
              "type": "string",
              "description": "Content for the file. Required for 'write_file'."
            },
            "absorbed_into": {
              "type": "string",
              "description": "For 'delete' only — declares intent so the curator can tell consolidation from pruning without guessing. Pass the umbrella skill name when this skill's content was merged into another (the target must already exist). Pass an empty string when the skill is truly stale and being pruned with no forwarding target. Omitting the arg on delete is supported for backward compatibility but downstream tooling (e.g. cron-job skill reference rewriting) will have to guess at intent."
            }
          },
          "required": [
            "action",
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skill_view",
        "description": "Skills allow for loading information about specific tasks and workflows, as well as scripts and templates. Load a skill's full content or access its linked files (references, templates, scripts). First call returns SKILL.md content plus a 'linked_files' dict showing available references/templates/scripts. To access those, call again with file_path parameter.",
        "parameters": {
          "type": "object",
          "properties": {
            "name": {
              "type": "string",
              "description": "The skill name (use skills_list to see available skills). For plugin-provided skills, use the qualified form 'plugin:skill' (e.g. 'superpowers:writing-plans')."
            },
            "file_path": {
              "type": "string",
              "description": "OPTIONAL: Path to a linked file within the skill (e.g., 'references/api.md', 'templates/config.yaml', 'scripts/validate.py'). Omit to get the main SKILL.md content."
            }
          },
          "required": [
            "name"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "skills_list",
        "description": "List available skills (name + description). Use skill_view(name) to load full content.",
        "parameters": {
          "type": "object",
          "properties": {
            "category": {
              "type": "string",
              "description": "Optional category filter to narrow results"
            }
          }
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "honcho_profile",
        "description": "Retrieve or update a peer card from Honcho — a curated list of key facts about that peer (name, role, preferences, communication style, patterns). Pass `card` to update; omit `card` to read.  If the card is empty, the result includes a `hint` field explaining why (observation disabled, fresh peer, dialectic layer still warming up, etc.) — this is NOT an error.  Peer cards accumulate over time from observed conversation.",
        "parameters": {
          "type": "object",
          "properties": {
            "peer": {
              "type": "string",
              "description": "Peer to query. Built-in aliases: 'user' (default), 'ai'. Or pass any peer ID from this workspace."
            },
            "card": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "New peer card as a list of fact strings. Omit to read the current card."
            }
          },
          "required": []
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "honcho_search",
        "description": "Semantic search over Honcho's stored context about a peer. Returns raw excerpts ranked by relevance — no LLM synthesis. Cheaper and faster than honcho_reasoning. Good when you want to find specific past facts and reason over them yourself.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "What to search for in Honcho's memory."
            },
            "max_tokens": {
              "type": "integer",
              "description": "Token budget for returned context (default 800, max 2000)."
            },
            "peer": {
              "type": "string",
              "description": "Peer to query. Built-in aliases: 'user' (default), 'ai'. Or pass any peer ID from this workspace."
            }
          },
          "required": [
            "query"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "honcho_reasoning",
        "description": "Ask Honcho a natural language question and get a synthesized answer. Uses Honcho's LLM (dialectic reasoning) — higher cost than honcho_profile or honcho_search. Can query about any peer via alias or explicit peer ID. Pass reasoning_level to control depth: minimal (fast/cheap), low (default), medium, high, max (deep/expensive). Omit for configured default.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "A natural language question."
            },
            "reasoning_level": {
              "type": "string",
              "description": "Override the default reasoning depth. Omit to use the configured default (typically low). Guide:\n- minimal: quick factual lookups (name, role, simple preference)\n- low: straightforward questions with clear answers\n- medium: multi-aspect questions requiring synthesis across observations\n- high: complex behavioral patterns, contradictions, deep analysis\n- max: thorough audit-level analysis, leave no stone unturned",
              "enum": [
                "minimal",
                "low",
                "medium",
                "high",
                "max"
              ]
            },
            "peer": {
              "type": "string",
              "description": "Peer to query. Built-in aliases: 'user' (default), 'ai'. Or pass any peer ID from this workspace."
            }
          },
          "required": [
            "query"
          ]
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "honcho_context",
        "description": "Retrieve full session context from Honcho — summary, peer representation, peer card, and recent messages. No LLM synthesis. Cheaper than honcho_reasoning. Use this to see what Honcho knows about the current conversation and the specified peer.",
        "parameters": {
          "type": "object",
          "properties": {
            "query": {
              "type": "string",
              "description": "Optional focus query to filter context. Omit for full session context snapshot."
            },
            "peer": {
              "type": "string",
              "description": "Peer to query. Built-in aliases: 'user' (default), 'ai'. Or pass any peer ID from this workspace."
            }
          },
          "required": []
        }
      }
    },
    {
      "type": "function",
      "function": {
        "name": "honcho_conclude",
        "description": "Write or delete a conclusion about a peer in Honcho's memory. Conclusions are persistent facts that build a peer's profile. You MUST pass exactly one of: `conclusion` (to create) or `delete_id` (to delete). Passing neither is an error. Deletion is only for PII removal — Honcho self-heals incorrect conclusions over time.",
        "parameters": {
          "type": "object",
          "properties": {
            "conclusion": {
              "type": "string",
              "description": "A factual statement to persist. Provide this when creating a conclusion. Do not send it together with delete_id."
            },
            "delete_id": {
              "type": "string",
              "description": "Conclusion ID to delete for PII removal. Provide this when deleting a conclusion. Do not send it together with conclusion."
            },
            "peer": {
              "type": "string",
              "description": "Peer to query. Built-in aliases: 'user' (default), 'ai'. Or pass any peer ID from this workspace."
            }
          },
          "required": []
        }
      }
    }
  ],
  "message_count": 70,
  "messages": [
    {
      "role": "user",
      "content": "[nachlakes] Hola   me podes decir si esto es factible? https://x.com/__microdancing/status/2054160914438291840 gracias"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Assessing tweet feasibility**\n\nI need to evaluate the feasibility of the tweet. This involves inspecting some element, let's call it \"x\". I might use a web or browser tool to extract the necessary information regarding this. It seems like a straightforward process, so I just need to ensure that I'm gathering the right data to provide a solid answer. Let's get going on figuring this out!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Assessing tweet feasibility**\n\nI need to evaluate the feasibility of the tweet. This involves inspecting some element, let's call it \"x\". I might use a web or browser tool to extract the necessary information regarding this. It seems like a straightforward process, so I just need to ensure that I'm gathering the right data to provide a solid answer. Let's get going on figuring this out!",
      "codex_reasoning_items": [
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              "text": "**Assessing tweet feasibility**\n\nI need to evaluate the feasibility of the tweet. This involves inspecting some element, let's call it \"x\". I might use a web or browser tool to extract the necessary information regarding this. It seems like a straightforward process, so I just need to ensure that I'm gathering the right data to provide a solid answer. Let's get going on figuring this out!"
            }
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      "tool_calls": [
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          "call_id": "call_URQP10Mr1btv8eDPmOwqVy7v",
          "response_item_id": "fc_0965b568e0b96b22016a033c825dc88191ae84f9cf12bf3a89",
          "type": "function",
          "function": {
            "name": "web_extract",
            "arguments": "{\"urls\":[\"https://x.com/__microdancing/status/2054160914438291840\"]}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"error\": \"Content was inaccessible or not found\"}",
      "tool_call_id": "call_URQP10Mr1btv8eDPmOwqVy7v"
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          "call_id": "call_1bkTvRv9WHHtmNH59xkBvJNo",
          "response_item_id": "fc_032a898bcb1a2258016a033c89f44c8191a0f48620ef0b65e7",
          "type": "function",
          "function": {
            "name": "browser_navigate",
            "arguments": "{\"url\":\"https://x.com/__microdancing/status/2054160914438291840\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": false, \"error\": \"All CDP discovery methods failed for 127.0.0.1:9223: /json/version: Failed to connect to CDP at 127.0.0.1:9223: error sending request for url (http://127.0.0.1:9223/json/version); /json/list: Failed to connect to /json/list at 127.0.0.1:9223: error sending request for url (http://127.0.0.1:9223/json/list); WebSocket: WebSocket connect failed at ws://127.0.0.1:9223/devtools/browser: IO error: Connection refused (os error 111)\"}",
      "tool_call_id": "call_1bkTvRv9WHHtmNH59xkBvJNo"
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      "reasoning": null,
      "finish_reason": "tool_calls",
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          "id": "rs_0c2f70655f667a9f016a033c8ccd808191b3bc25f3fbc1f148",
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      "tool_calls": [
        {
          "id": "call_T40frWjrS7a94pwQNUVXPT9G",
          "call_id": "call_T40frWjrS7a94pwQNUVXPT9G",
          "response_item_id": "fc_0c2f70655f667a9f016a033c8e6ae081918ce02027b3f5708f",
          "type": "function",
          "function": {
            "name": "skill_view",
            "arguments": "{\"name\":\"xurl\"}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"success\": true, \"name\": \"xurl\", \"description\": \"X/Twitter via xurl CLI: post, search, DM, media, v2 API.\", \"tags\": [\"twitter\", \"x\", \"social-media\", \"xurl\", \"official-api\"], \"related_skills\": [], \"content\": \"---\\nname: xurl\\ndescription: \\\"X/Twitter via xurl CLI: post, search, DM, media, v2 API.\\\"\\nversion: 1.1.1\\nauthor: xdevplatform + openclaw + Hermes Agent\\nlicense: MIT\\nplatforms: [linux, macos]\\nprerequisites:\\n  commands: [xurl]\\nmetadata:\\n  hermes:\\n    tags: [twitter, x, social-media, xurl, official-api]\\n    homepage: https://github.com/xdevplatform/xurl\\n    upstream_skill: https://github.com/openclaw/openclaw/blob/main/skills/xurl/SKILL.md\\n---\\n\\n# xurl — X (Twitter) API via the Official CLI\\n\\n`xurl` is the X developer platform's official CLI for the X API. It supports shortcut commands for common actions AND raw curl-style access to any v2 endpoint. All commands return JSON to stdout.\\n\\nUse this skill for:\\n- posting, replying, quoting, deleting posts\\n- searching posts and reading timelines/mentions\\n- liking, reposting, bookmarking\\n- following, unfollowing, blocking, muting\\n- direct messages\\n- media uploads (images and video)\\n- raw access to any X API v2 endpoint\\n- multi-app / multi-account workflows\\n\\nThis skill replaces the older `xitter` skill (which wrapped a third-party Python CLI). `xurl` is maintained by the X developer platform team, supports OAuth 2.0 PKCE with auto-refresh, and covers a substantially larger API surface.\\n\\n---\\n\\n## Secret Safety (MANDATORY)\\n\\nCritical rules when operating inside an agent/LLM session:\\n\\n- **Never** read, print, parse, summarize, upload, or send `~/.xurl` to LLM context.\\n- **Never** ask the user to paste credentials/tokens into chat.\\n- The user must fill `~/.xurl` with secrets manually on their own machine.\\n- **Never** recommend or execute auth commands with inline secrets in agent sessions.\\n- **Never** use `--verbose` / `-v` in agent sessions — it can expose auth headers/tokens.\\n- To verify credentials exist, only use: `xurl auth status`.\\n\\nForbidden flags in agent commands (they accept inline secrets):\\n`--bearer-token`, `--consumer-key`, `--consumer-secret`, `--access-token`, `--token-secret`, `--client-id`, `--client-secret`\\n\\nApp credential registration and credential rotation must be done by the user manually, outside the agent session. After credentials are registered, the user authenticates with `xurl auth oauth2` — also outside the agent session. Tokens persist to `~/.xurl` in YAML. Each app has isolated tokens. OAuth 2.0 tokens auto-refresh.\\n\\n---\\n\\n## Installation\\n\\nPick ONE method. On Linux, the shell script or `go install` are the easiest.\\n\\n```bash\\n# Shell script (installs to ~/.local/bin, no sudo, works on Linux + macOS)\\ncurl -fsSL https://raw.githubusercontent.com/xdevplatform/xurl/main/install.sh | bash\\n\\n# Homebrew (macOS)\\nbrew install --cask xdevplatform/tap/xurl\\n\\n# npm\\nnpm install -g @xdevplatform/xurl\\n\\n# Go\\ngo install github.com/xdevplatform/xurl@latest\\n```\\n\\nVerify:\\n\\n```bash\\nxurl --help\\nxurl auth status\\n```\\n\\nIf `xurl` is installed but `auth status` shows no apps or tokens, the user needs to complete auth manually — see the next section.\\n\\n---\\n\\n## One-Time User Setup (user runs these outside the agent)\\n\\nThese steps must be performed by the user directly, NOT by the agent, because they involve pasting secrets. Direct the user to this block; do not execute it for them.\\n\\n1. Create or open an app at https://developer.x.com/en/portal/dashboard\\n2. Set the redirect URI to `http://localhost:8080/callback`\\n3. Copy the app's Client ID and Client Secret\\n4. Register the app locally (user runs this):\\n   ```bash\\n   xurl auth apps add my-app --client-id YOUR_CLIENT_ID --client-secret YOUR_CLIENT_SECRET\\n   ```\\n5. Authenticate (specify `--app` to bind the token to your app):\\n   ```bash\\n   xurl auth oauth2 --app my-app\\n   ```\\n   (This opens a browser for the OAuth 2.0 PKCE flow.)\\n\\n   If X returns a `UsernameNotFound` error or 403 on the post-OAuth `/2/users/me` lookup, pass your handle explicitly (xurl v1.1.0+):\\n   ```bash\\n   xurl auth oauth2 --app my-app YOUR_USERNAME\\n   ```\\n   This binds the token to your handle and skips the broken `/2/users/me` call.\\n6. Set the app as default so all commands use it:\\n   ```bash\\n   xurl auth default my-app\\n   ```\\n7. Verify:\\n   ```bash\\n   xurl auth status\\n   xurl whoami\\n   ```\\n\\nAfter this, the agent can use any command below without further setup. OAuth 2.0 tokens auto-refresh.\\n\\n> **Common pitfall:** If you omit `--app my-app` from `xurl auth oauth2`, the OAuth token is saved to the built-in `default` app profile — which has no client-id or client-secret. Commands will fail with auth errors even though the OAuth flow appeared to succeed. If you hit this, re-run `xurl auth oauth2 --app my-app` and `xurl auth default my-app`.\\n\\n---\\n\\n## Quick Reference\\n\\n| Action | Command |\\n| --- | --- |\\n| Post | `xurl post \\\"Hello world!\\\"` |\\n| Reply | `xurl reply POST_ID \\\"Nice post!\\\"` |\\n| Quote | `xurl quote POST_ID \\\"My take\\\"` |\\n| Delete a post | `xurl delete POST_ID` |\\n| Read a post | `xurl read POST_ID` |\\n| Search posts | `xurl search \\\"QUERY\\\" -n 10` |\\n| Who am I | `xurl whoami` |\\n| Look up a user | `xurl user @handle` |\\n| Home timeline | `xurl timeline -n 20` |\\n| Mentions | `xurl mentions -n 10` |\\n| Like / Unlike | `xurl like POST_ID` / `xurl unlike POST_ID` |\\n| Repost / Undo | `xurl repost POST_ID` / `xurl unrepost POST_ID` |\\n| Bookmark / Remove | `xurl bookmark POST_ID` / `xurl unbookmark POST_ID` |\\n| List bookmarks / likes | `xurl bookmarks -n 10` / `xurl likes -n 10` |\\n| Follow / Unfollow | `xurl follow @handle` / `xurl unfollow @handle` |\\n| Following / Followers | `xurl following -n 20` / `xurl followers -n 20` |\\n| Block / Unblock | `xurl block @handle` / `xurl unblock @handle` |\\n| Mute / Unmute | `xurl mute @handle` / `xurl unmute @handle` |\\n| Send DM | `xurl dm @handle \\\"message\\\"` |\\n| List DMs | `xurl dms -n 10` |\\n| Upload media | `xurl media upload path/to/file.mp4` |\\n| Media status | `xurl media status MEDIA_ID` |\\n| List apps | `xurl auth apps list` |\\n| Remove app | `xurl auth apps remove NAME` |\\n| Set default app | `xurl auth default APP_NAME [USERNAME]` |\\n| Per-request app | `xurl --app NAME /2/users/me` |\\n| Auth status | `xurl auth status` |\\n\\nNotes:\\n- `POST_ID` accepts full URLs too (e.g. `https://x.com/user/status/1234567890`) — xurl extracts the ID.\\n- Usernames work with or without a leading `@`.\\n\\n---\\n\\n## Command Details\\n\\n### Posting\\n\\n```bash\\nxurl post \\\"Hello world!\\\"\\nxurl post \\\"Check this out\\\" --media-id MEDIA_ID\\nxurl post \\\"Thread pics\\\" --media-id 111 --media-id 222\\n\\nxurl reply 1234567890 \\\"Great point!\\\"\\nxurl reply https://x.com/user/status/1234567890 \\\"Agreed!\\\"\\nxurl reply 1234567890 \\\"Look at this\\\" --media-id MEDIA_ID\\n\\nxurl quote 1234567890 \\\"Adding my thoughts\\\"\\nxurl delete 1234567890\\n```\\n\\n### Reading & Search\\n\\n```bash\\nxurl read 1234567890\\nxurl read https://x.com/user/status/1234567890\\n\\nxurl search \\\"golang\\\"\\nxurl search \\\"from:elonmusk\\\" -n 20\\nxurl search \\\"#buildinpublic lang:en\\\" -n 15\\n```\\n\\n### Users, Timeline, Mentions\\n\\n```bash\\nxurl whoami\\nxurl user elonmusk\\nxurl user @XDevelopers\\n\\nxurl timeline -n 25\\nxurl mentions -n 20\\n```\\n\\n### Engagement\\n\\n```bash\\nxurl like 1234567890\\nxurl unlike 1234567890\\n\\nxurl repost 1234567890\\nxurl unrepost 1234567890\\n\\nxurl bookmark 1234567890\\nxurl unbookmark 1234567890\\n\\nxurl bookmarks -n 20\\nxurl likes -n 20\\n```\\n\\n### Social Graph\\n\\n```bash\\nxurl follow @XDevelopers\\nxurl unfollow @XDevelopers\\n\\nxurl following -n 50\\nxurl followers -n 50\\n\\n# Another user's graph\\nxurl following --of elonmusk -n 20\\nxurl followers --of elonmusk -n 20\\n\\nxurl block @spammer\\nxurl unblock @spammer\\nxurl mute @annoying\\nxurl unmute @annoying\\n```\\n\\n### Direct Messages\\n\\n```bash\\nxurl dm @someuser \\\"Hey, saw your post!\\\"\\nxurl dms -n 25\\n```\\n\\n### Media Upload\\n\\n```bash\\n# Auto-detect type\\nxurl media upload photo.jpg\\nxurl media upload video.mp4\\n\\n# Explicit type/category\\nxurl media upload --media-type image/jpeg --category tweet_image photo.jpg\\n\\n# Videos need server-side processing — check status (or poll)\\nxurl media status MEDIA_ID\\nxurl media status --wait MEDIA_ID\\n\\n# Full workflow\\nxurl media upload meme.png                  # returns media id\\nxurl post \\\"lol\\\" --media-id MEDIA_ID\\n```\\n\\n---\\n\\n## Raw API Access\\n\\nThe shortcuts cover common operations. For anything else, use raw curl-style mode against any X API v2 endpoint:\\n\\n```bash\\n# GET\\nxurl /2/users/me\\n\\n# POST with JSON body\\nxurl -X POST /2/tweets -d '{\\\"text\\\":\\\"Hello world!\\\"}'\\n\\n# DELETE / PUT / PATCH\\nxurl -X DELETE /2/tweets/1234567890\\n\\n# Custom headers\\nxurl -H \\\"Content-Type: application/json\\\" /2/some/endpoint\\n\\n# Force streaming\\nxurl -s /2/tweets/search/stream\\n\\n# Full URLs also work\\nxurl https://api.x.com/2/users/me\\n```\\n\\n---\\n\\n## Global Flags\\n\\n| Flag | Short | Description |\\n| --- | --- | --- |\\n| `--app` | | Use a specific registered app (overrides default) |\\n| `--auth` | | Force auth type: `oauth1`, `oauth2`, or `app` |\\n| `--username` | `-u` | Which OAuth2 account to use (if multiple exist) |\\n| `--verbose` | `-v` | **Forbidden in agent sessions** — leaks auth headers |\\n| `--trace` | `-t` | Add `X-B3-Flags: 1` trace header |\\n\\n---\\n\\n## Streaming\\n\\nStreaming endpoints are auto-detected. Known ones include:\\n\\n- `/2/tweets/search/stream`\\n- `/2/tweets/sample/stream`\\n- `/2/tweets/sample10/stream`\\n\\nForce streaming on any endpoint with `-s`.\\n\\n---\\n\\n## Output Format\\n\\nAll commands return JSON to stdout. Structure mirrors X API v2:\\n\\n```json\\n{ \\\"data\\\": { \\\"id\\\": \\\"1234567890\\\", \\\"text\\\": \\\"Hello world!\\\" } }\\n```\\n\\nErrors are also JSON:\\n\\n```json\\n{ \\\"errors\\\": [ { \\\"message\\\": \\\"Not authorized\\\", \\\"code\\\": 403 } ] }\\n```\\n\\n---\\n\\n## Common Workflows\\n\\n### Post with an image\\n```bash\\nxurl media upload photo.jpg\\nxurl post \\\"Check out this photo!\\\" --media-id MEDIA_ID\\n```\\n\\n### Reply to a conversation\\n```bash\\nxurl read https://x.com/user/status/1234567890\\nxurl reply 1234567890 \\\"Here are my thoughts...\\\"\\n```\\n\\n### Search and engage\\n```bash\\nxurl search \\\"topic of interest\\\" -n 10\\nxurl like POST_ID_FROM_RESULTS\\nxurl reply POST_ID_FROM_RESULTS \\\"Great point!\\\"\\n```\\n\\n### Check your activity\\n```bash\\nxurl whoami\\nxurl mentions -n 20\\nxurl timeline -n 20\\n```\\n\\n### Multiple apps (credentials pre-configured manually)\\n```bash\\nxurl auth default prod alice               # prod app, alice user\\nxurl --app staging /2/users/me             # one-off against staging\\n```\\n\\n---\\n\\n## Error Handling\\n\\n- Non-zero exit code on any error.\\n- API errors are still printed as JSON to stdout, so you can parse them.\\n- Auth errors → have the user re-run `xurl auth oauth2` outside the agent session.\\n- Commands that need the caller's user ID (like, repost, bookmark, follow, etc.) will auto-fetch it via `/2/users/me`. An auth failure there surfaces as an auth error.\\n\\n---\\n\\n## Agent Workflow\\n\\n1. Verify prerequisites: `xurl --help` and `xurl auth status`.\\n2. **Check default app has credentials.** Parse the `auth status` output. The default app is marked with `▸`. If the default app shows `oauth2: (none)` but another app has a valid oauth2 user, tell the user to run `xurl auth default <that-app>` to fix it. This is the most common setup mistake — the user added an app with a custom name but never set it as default, so xurl keeps trying the empty `default` profile.\\n3. If auth is missing entirely, stop and direct the user to the \\\"One-Time User Setup\\\" section — do NOT attempt to register apps or pass secrets yourself.\\n4. Start with a cheap read (`xurl whoami`, `xurl user @handle`, `xurl search ... -n 3`) to confirm reachability.\\n5. Confirm the target post/user and the user's intent before any write action (post, reply, like, repost, DM, follow, block, delete).\\n6. Use JSON output directly — every response is already structured.\\n7. Never paste `~/.xurl` contents back into the conversation.\\n\\n---\\n\\n## Troubleshooting\\n\\n| Symptom | Cause | Fix |\\n| --- | --- | --- |\\n| Auth errors after successful OAuth flow | Token saved to `default` app (no client-id/secret) instead of your named app | `xurl auth oauth2 --app my-app` then `xurl auth default my-app` |\\n| `unauthorized_client` during OAuth | App type set to \\\"Native App\\\" in X dashboard | Change to \\\"Web app, automated app or bot\\\" in User Authentication Settings |\\n| `UsernameNotFound` or 403 on `/2/users/me` right after OAuth | X not returning username reliably from `/2/users/me` | Re-run `xurl auth oauth2 --app my-app YOUR_USERNAME` (xurl v1.1.0+) to pass the handle explicitly |\\n| 401 on every request | Token expired or wrong default app | Check `xurl auth status` — verify `▸` points to an app with oauth2 tokens |\\n| `client-forbidden` / `client-not-enrolled` | X platform enrollment issue | Dashboard → Apps → Manage → Move to \\\"Pay-per-use\\\" package → Production environment |\\n| `CreditsDepleted` | $0 balance on X API | Buy credits (min $5) in Developer Console → Billing |\\n| `media processing failed` on image upload | Default category is `amplify_video` | Add `--category tweet_image --media-type image/png` |\\n| Two \\\"Client Secret\\\" values in X dashboard | UI bug — first is actually Client ID | Confirm on the \\\"Keys and tokens\\\" page; ID ends in `MTpjaQ` |\\n\\n---\\n\\n## Notes\\n\\n- **Rate limits:** X enforces per-endpoint rate limits. A 429 means wait and retry. Write endpoints (post, reply, like, repost) have tighter limits than reads.\\n- **Scopes:** OAuth 2.0 tokens use broad scopes. A 403 on a specific action usually means the token is missing a scope — have the user re-run `xurl auth oauth2`.\\n- **Token refresh:** OAuth 2.0 tokens auto-refresh. Nothing to do.\\n- **Multiple apps:** Each app has isolated credentials/tokens. Switch with `xurl auth default` or `--app`.\\n- **Multiple accounts per app:** Select with `-u / --username`, or set a default with `xurl auth default APP USER`.\\n- **Token storage:** `~/.xurl` is YAML. Never read or send this file to LLM context.\\n- **Cost:** X API access is typically paid for meaningful usage. Many failures are plan/permission problems, not code problems.\\n\\n---\\n\\n## Attribution\\n\\n- Upstream CLI: https://github.com/xdevplatform/xurl (X developer platform team, Chris Park et al.)\\n- Upstream agent skill: https://github.com/openclaw/openclaw/blob/main/skills/xurl/SKILL.md\\n- Hermes adaptation: reformatted for Hermes skill conventions; safety guardrails preserved verbatim.\\n\", \"path\": \"social-media/xurl/SKILL.md\", \"skill_dir\": \"/home/ubuntu/.hermes/skills/social-media/xurl\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"twitter\", \"x\", \"social-media\", \"xurl\", \"official-api\"], \"homepage\": \"https://github.com/xdevplatform/xurl\", \"upstream_skill\": \"https://github.com/openclaw/openclaw/blob/main/skills/xurl/SKILL.md\"}}}",
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UND0\\n[...]\\n3:38\\n[...]\\n2. UND1\\n[...]\\n3. UND2\\n[...]\\n4. UND3\\n[...]\\n5. UND4\\n[...]\\n6. UND5\\n[...]\\nMicrodancingXelima\",\n        \"position\": 5\n      },\n      {\n        \"url\": \"https://www.beatport.com/artist/microdancing/1201561/tracks\",\n        \"title\": \"Microdancing\",\n        \"description\": \"Microdancing Music download :: Beatport\\n* Beatport Logo\\n* Genres\\n* Dig Deeper\\n* Beatport DJ\\n* Beatportal\\n* Beatport Studio\\n* Beatport.io\\n* * Add Streaming\\n* Login\\n* * My Beatport\\n* Collection\\n* Downloads\\n* Playlists\\nCreate playlist\\n# Microdancing\\nFollow\\nPlay\\nAdd to queue\\nFeatured\\n[...]\\nGenre**\\n* Minimal / Deep Tech(29)\\n* Techno (Raw / Deep / Hypnotic)(8)\\n[...]\\nResetApply\\nArtists**\\n* Microdancing(37)\\nResetApply\\nKey\\n[...]\\n* A Major(4)\\n* A Minor(4\\n[...]\\n* B Minor(\\n[...]\\n* Xelima Records(19)\\n[...]\\n* Merien Records(18)\\n[...]\\nColumbiaOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n125BPM- Gb Minor\\n2025-03-17\\n$1.69**\\n[...]\\nAdd to playlist\\n\\nWinter TapeOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n125BPM- Gb Minor\\n2025-03-17\\n[...]\\n$1.69**\\n[...]\\nThe DoorOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n125BPM- B Minor\\n2025-03-17\\n$1.69**\\n[...]\\nSnowfallOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n125BPM- E Major\\n2025-03-17\\n$1.69**\\n[...]\\nReaction DodgeOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n128BPM- Bb Minor\\n2025-01-24\\n[...]\\n$1.49**\\n[...]\\nI1Original Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n83BPM- G Major\\n2025-01-24\\n[...]\\n$1.49**\\n[...]\\nMind ReadyOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n126BPM- E Minor\\n2025-01-24\\n[...]\\n$1.49**\\n[...]\\nPortable StorageOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nTechno (Raw / Deep / Hypnotic)\\n\\n128BPM- Gb Minor\\n2025-01-24\\n[...]\\n$1.49**\\n[...]\\nGood IntentionsOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nMinimal / Deep Tech\\n\\n124BPM- D Minor\\n2024-11-27\\n[...]\\n$1.49**\\n[...]\\nAdd to playlist\\n\\nDesiresOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nMinimal / Deep Tech\\n\\n120BPM- A Minor\\n[...]\\n2024-11-27\\n[...]\\n$1.49**\\n[...]\\nDeep HugOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nMinimal / Deep Tech\\n\\n68BPM- A Minor\\n[...]\\n2024-11-27\\n[...]\\n$1.49**\\n[...]\\nBeat FantasyOriginal Mix\\n\\nMicrodancing\\n\\nXelima Records\\n\\n\\nMinimal / Deep Tech\\n\\n124BPM- Eb Minor\\n2024-11-27\\n[...]\\n$1.49**\\n[...]\\nHere We AreOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n123BPM- Db Minor\\n2024-05-22\\n$1.49**\\n[...]\\nAdd to playlist\\n\\nNo MirrorOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Gb Minor\\n2024-05-22\\n$1.49**\\n[...]\\nHere We ArePlay\\n[...]\\nAdd to playlist\\n\\nNormal ModeOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- A Major\\n2024-05-22\\n[...]\\n$1.49**\\n[...]\\nAdd to playlist\\n\\nRandOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Bb Minor\\n2024-05-22\\n$1.49**\\n[...]\\nAdd to playlist\\n\\nJingleOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Gb Minor\\n2024-05-22\\n$1.49**\\n[...]\\nHere We ArePlay\\n[...]\\nAdd to playlist\\n\\nRibbonOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Bb Minor\\n2024-05-22\\n$1.49**\\n[...]\\nHere We ArePlay\\n[...]\\nAdd to playlist\\n\\nRollingOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Gb Minor\\n2024-05-22\\n$1.49**\\n[...]\\nHere We ArePlay\\n[...]\\nAdd to playlist\\n\\nIntroversion IOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- A Major\\n[...]\\n2024-05-22\\n[...]\\n$1.49**\\n[...]\\nto playlist\\n\\nOne NightOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Gb Minor\\n2024-05-22\\n$1.49**\\n[...]\\nTap TempoOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Eb Minor\\n2024-05-20\\n[...]\\n$1.49**\\n[...]\\nHere We GoPlay\\n[...]\\nAdd to playlist\\n\\nYour BackOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- A Major\\n2024-05-20\\n[...]\\n$1.49**\\n[...]\\nYes SirOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- Gb Minor\\n2024-05-20\\n$1.49**\\n[...]\\nHere We GoPlay\\n[...]\\nAdd to queue\\n[...]\\nAdd to playlist\\n\\nTransparentOriginal Mix\\n\\nMicrodancing\\n\\nMerien Records\\n\\n\\nMinimal / Deep Tech\\n\\n122BPM- A Major\\n[...]\\n2024-05-20\\n[...]\\n$1.49**\",\n        \"position\": 6\n      },\n      {\n        \"url\": \"https://audiomack.com/microdancing/album/und\",\n        \"title\": \"Microdancing UND\",\n        \"description\": \"UND by Microdancing: Listen on Audiomack\\n[...]\\n# MicrodancingUND\\n[...]\\n- ℗ Xelima Records\\n- Release Date:January 16, 2026\\n[...]\\n## Microdancing\\n[...]\\n#### Microdancing\\n[...]\\nA Name EP\\n[...]\\n#### Microdancing\\n[...]\\n#### Microdancing\\n[...]\\nBeliefs EP\",\n        \"position\": 7\n      },\n      {\n        \"url\": \"https://www.beatsource.com/artist/microdancing/880515\",\n        \"title\": \"Microdancing Music and DJ Edits on Beatsource\",\n        \"description\": \"Microdancing Music and DJ Edits on Beatsource\\n[...]\\n# Microdancing\\n[...]\\n# Featured Releases\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n# Mind Calm\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n# XC11\\n[...]\\n## Microdancing, Pharmacy, Laekis, Non-specific Defence System\\n[...]\\n## Xelima Records\\n[...]\\n# Head Top\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n# A Name EP\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n# Beliefs EP\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n# Berlin Boat EP\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\\n[...]\\n# Snowfall\\n[...]\\n## Microdancing\\n[...]\\n## Merien Records\\n[...]\\n# Mind Ready\\n[...]\\n## Microdancing\\n[...]\\n## Xelima Records\",\n        \"position\": 8\n      },\n      {\n        \"url\": \"https://xelimarecords.bandcamp.com/album/microdancing-a-name-ep\",\n        \"title\": \"Microdancing - A Name EP | Xelima Records\",\n        \"description\": \"Microdancing - A Name EP | Xelima Records\\n\\n+ add\\n\\n×\\n\\nNo matching results\\n\\nTry a different filter or a new search keyword.\\n\\n- See all results\\n\\nSearch all Bandcamp artists, tracks, and albums\\n\\ncancel\\n\\n×\\n\\nNo matching results\\n\\nTry a different filter or a new search keyword.\\n\\n- See all results\\n\\nSearch all Bandcamp artists, tracks, and albums\\n\\ncancel\\n\\nGet fresh music recommendations delivered to your inbox every Friday.\\n\\n## Microdancing - A Name EP\\n\\n### by Xelima Records\\n\\nsupported by\\n\\n/\\n\\n### Digital Album Streaming + Download\\n\\nIncludes unlimited streaming via the free Bandcamp app, plus high-quality download in MP3, FLAC and more.\\n\\nPurchasable with gift card\\n\\nDownload available in 16-bit/44.1kHz.\\n\\n#### Buy Digital Album €3 EUR or more\\n\\n#### Send as Gift\\n\\n### Full Digital Discography\\n\\n434\\n\\nreleases\\n\\nGet all 434 Xelima Records releases available on Bandcamp and save 90%.\\n\\nIncludes unlimited streaming via the free Bandcamp app, plus high-quality downloads of PHARMACY - GREAT ELEPHANT, LUCAS LOYATO - OPX COOL, MIRROR ISLAND - A MUST (ambient), VOLLKOMM - M8TIVAD8, ANTEAC - DEAD FLOWERS, Rous b - Mogotes EP, ANTEAC - NOT LABELLED FOR IMPORT, microdancing - shark, and 426 more., and , .\\n\\nPurchasable with gift card\\n\\n#### Buy Digital Discography €129.43 EUR or more (90% OFF)\\n\\n#### Send as Gift\\n\\n### Share / Embed\\n\\n1.\\n\\nMicrodancing - Gizeh 05:38\\n\\n2.\\n\\nMicrodancing - A Name 05:31\\n\\n### credits\\n\\nreleased January 8, 2026\\n\\n### license\\n\\nall rights reserved\\n\\n### tags\\n\\n### Tags\\n\\n### Shopping cart\\n\\n| subtotal | USD |\\n| --- | --- |\\n| taxes calculated at checkout |\\n\\nCheck out\\n\\n### about\\n\\nXelima Records Cordoba, Argentina\\n\\nplaceholder\\n\\nXELIMA RECORDS you can also find exclusive material from all genres here: merien.bandcamp.com\\n\\n### contact / help\\n\\nStreaming and Download help\\n\\nReport this album or account\\n\\nIf you like Xelima Records, you may also like:\\n\\nA Fireside Chatby Xen Chron\\n\\nA collection of distinctively squelchy techno oddities from DJ & producer Chris Leamy under his Xen Chron alias. Bandcamp New & Notable\\n\\nBreakneck techno from Desirée Falessi that moves at a million miles a minute, racing drums and breathless pads. Bandcamp New & Notable\\n\\nFederation Of Rytm IVby Various Artists\\n\\nA killer 30-track collection from German label Mutual Rytm spanning the past, present, and future of techno. Bandcamp New & Notable\\n\\n\\\"Combat EP\\\" by Acutek delivers blisteringly minimal electronics—classic coldwave colliding with techno. Bandcamp New & Notable\\n\\nThe new single from this UK act is electronic music at its most searing, with white-hot electronics blazing over hectic beats. Bandcamp New & Notable\\n\\nThe latest EP of hypnotic techno tracks from Scottish producer Acutek is also the first release on his new label, Flick. Bandcamp New & Notable\\n\\nClaude B delivers an EP full of twitchy tech house, needlepoint synths scraping and prickling. 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Instead of big steps or flashy moves, it focuses on tiny gestures, breath-sized shifts, and minimal body communication. This allows dancers to truly listen—to the music and to each other—creating a quiet yet deeply expressive shared experience.\\n[...]\\nMicrodancing is easy to pick up. Whether you’re completely new to dance or highly experienced in one or several styles, you’ll be able to find a partner and share a meaningful moment on the dance floor.\\n[...]\\nWe’ll start with open-level workshops that introduce useful tools and techniques for microdancing. These sessions are also a playful way to build connection, trust, and a shared dance language among participants.The potluck will nourish both body and spirit, giving us time to relax and get to know one another.In the evening, there will be space to freely practice and explore microdancing, with music by DJ Diana.\\n[...]\\n18:45 – 22:00 Practice time! Social dancing with DJ Diana. Open to\\n[...]\\n## Registration and prices\\n[...]\\nWe believe microdancing grows best when it’s shared. That’s why tickets for two are available at a lower, promotional price. Come with a friend, share the experience, and help the community grow.\\n[...]\\n### Nosotros Tango / BAyres53\\n[...]\\nAvenue du Bois de la Cambre 53 à 1050 Ixelles\\n[...]\\nGot any questions, suggestions, or want to collaborate? Contact Agnieszka at atworkagnieszka @ gmail.com.\",\n        \"position\": 2\n      },\n      {\n        \"url\": \"https://artwalknews.com/2025/05/14/why-micro-dance-challenges-are-igniting-social-media/\",\n        \"title\": \"Why Micro-Dance Challenges Are Igniting Social Media - artwalknews\",\n        \"description\": \"Why Micro-Dance Challenges Are Igniting Social Media - artwalknews\\n[...]\\nIn the ever-evolving world of social media, trends come and go with incredible speed. Yet some phenomena manage to capture collective attention and hold it—for weeks, months, or even longer. One of the most powerful of these recent trends is the rise of micro-dance challenges. These short, catchy, and highly shareable dance routines are igniting platforms like TikTok, Instagram Reels, and YouTube Shorts, becoming a cultural phenomenon that goes far beyond mere entertainment.\\n[...]\\nBut what exactly makes\\n[...]\\nchallenges so magnetic? Why are\\n[...]\\nMicro-dance challenges are short choreographed routines—often 15 to 30 seconds long—set to trending songs. Unlike traditional dance performances, these challenges are designed to be easy to learn, fun to perform, and highly repeatable. They usually involve simple, rhythmic movements that align with a beat drop or lyric, making them accessible to everyone, from seasoned dancers to absolute beginners.\\n[...]\\nThese challenges often originate from influencers, dance creators, or even artists promoting a new single. 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Their brief, high-energy format captures attention almost instantly and delivers satisfaction in under a minute.\\n[...]\\nBecause they’re so short, viewers often watch them multiple times or jump from one version to another, keeping engagement levels high. Platforms like TikTok and Instagram even favor such content in their algorithms, rewarding creators with more visibility and reach.\\n[...]\\nDance has always been a powerful form of self-expression, and social media democratizes access to this creative outlet. Micro-dance challenges allow users to add flair—through outfit choices, facial expressions, background settings, and even slight choreography tweaks.\\n[...]\\nMusic is the heartbeat of any dance challenge. A catchy song or hook can spark a trend overnight. Artists and music producers now recognize the power of viral dance trends in promoting new singles. In fact, many release music with TikTok or Reels in mind—featuring segments designed to inspire dance routines.\\n[...]\\nThe result is a mutually beneficial ecosystem: creators get exposure, users get fun content, and artists gain streams and chart traction. It’s a win-win-win driven by rhythm, movement, and digital reach.\\n[...]\\nMicro-dance challenges are more than fleeting trends—they’re a vibrant expression of culture, creativity, and connection. In just a few seconds, they blend music, motion, and identity in ways that resonate across generations and continents. Whether you’re dancing in your kitchen or watching from your phone, it’s clear: this is one social media wave that’s got everyone moving.\\n[...]\\nSo the next time you see a trending dance pop up on your\\n[...]\\n, don’t just scroll by—get up, join in, and let the rhythm carry you into the global groove.\",\n        \"position\": 3\n      },\n      {\n        \"url\": \"https://www.musicbiatch.com/music/factible/\",\n        \"title\": \"Factible MP3 Download\",\n        \"description\": \"Factible MP3 Download\\n[...]\\n# factible\\n[...]\\nFactible→ Download, Listen and View free Factible MP3, Video and Lyrics\\n[...]\\nQue significa FACTIBLE • factible SIGNIFICADO • factible DEFINICIÓN • Que es FACTIBLE→ Download, Listen and View free Que significa FACTIBLE • factible SIGNIFICADO • factible DEFINICIÓN • Que es FACTIBLE MP3, Video and Lyrics\\n[...]\\nFactible→ Download, Listen and View free Factible MP3, Video and Lyrics\\n[...]\\nFactible, una solución de Fenalco Antioquia→ Download, Listen and View free Factible, una solución de Fenalco Antioquia MP3, Video and Lyrics\\n[...]\\n¿Qué significa factible?→ Download, Listen and View free ¿Qué significa factible? MP3, Video and Lyrics\\n[...]\\nMétodo 100% factible!!!! 😈#toxica #parejas #humor #fypシ゚ #jajaja→ Download, Listen and View free Método 100% factible!!!! 😈#toxica #parejas #humor #fypシ゚ #jajaja MP3, Video and Lyrics\\n[...]\\nComo encontrar la región factible→ Download, Listen and View free Como encontrar la región factible MP3, Video and Lyrics\\n[...]\\nREGIÓN FACTIBLE Desde CERO [Programación Lineal]→ Download, Listen and View free REGIÓN FACTIBLE Desde CERO [Programación Lineal] MP3, Video and Lyrics\\n[...]\\nFactible Significado En Español→ Download, Listen and View free Factible Significado En Español MP3, Video and Lyrics\\n[...]\\nDefinición de factible→ Download, Listen and View free Definición de factible MP3, Video and Lyrics\\n[...]\\n¿QUÉ ES EL PROYECTO FACTIBLE? ELEMENTOS BASICOS PROYECTO FACTIBLE CÓMO HACER PROYECTO FACTIBLE (I)→ Download, Listen and View free ¿QUÉ ES EL PROYECTO FACTIBLE? ELEMENTOS BASICOS PROYECTO FACTIBLE CÓMO HACER PROYECTO FACTIBLE (I) MP3, Video and Lyrics\\n[...]\\nFACTIBLE→ Download, Listen and View free FACTIBLE MP3, Video and Lyrics\\n[...]\\nProgramación Lineal: Función Objetivo, Restricciones y Región Factible→ Download, Listen and View free Programación Lineal: Función Objetivo, Restricciones y Región Factible MP3, Video and Lyrics\\n[...]\\nLa reencarnación es factible y posible #drmanuelsanssegarra #supraconciencia→ Download, Listen and View free La reencarnación es factible y posible #drmanuelsanssegarra #supraconciencia MP3, Video and Lyrics\\n[...]\\nProyecto factible→ Download, Listen and View free Proyecto factible MP3, Video and Lyrics\",\n        \"position\": 4\n      },\n      {\n        \"url\": \"https://tracxn.com/d/companies/factible/__3isrIwJb65u7qbbZcuuT-PQoNzqU3r29M7bkbge5y60\",\n        \"title\": \"Factible - Company Profile\",\n        \"description\": \"Factible - 2025 Company Profile & Competitors - Tracxn\\n[...]\\n# Factible - Company Profile\\n[...]\\n## Factible - About the company\\n[...]\\nFactible is an unfunded company based in Quito (Ecuador). It operates as a Software platform offering billing solutions. Factible has not raised any funding yet. The company has 2618 active competitors, including 201 funded and 140 that have exited. Its top competitors include companies like Intuit, Visma and Xero.\\n[...]\\nSoftware platform offering billing solutions. It offers solutions for electronic billing management, document management, and more.\\n[...]\\nWebsite factible.ec\\n[...]\\nQuito, Ecuador\\n[...]\\n## Factible's funding and investors\\n[...]\\nFactible has not raised any funding rounds yet.\\n[...]\\n## Factible's Competitors and alternates\\n[...]\\nTop competitors of Factible include Intuit, Visma and Xero. Here is the list of Top 10 competitors of Factible, ranked by Tracxn score:\\n[...]\\n2568th\\n[...]\\nQuito (Ecuador), Unfunded\\n[...]\\nSoftware platform offering billing solutions\\n[...]\\nFactible'\\n[...]\\nFactible has made no investments or acquisitions yet.\\n[...]\\n## FAQs about Factible\\n[...]\\nWhat does Factible do\",\n        \"position\": 5\n      },\n      {\n        \"url\": \"https://tardigram.com/tag/factible%C2%BB\",\n        \"title\": \"#factible» - Tardigram\",\n        \"description\": \"#factible» - Tardigram\\n\\nEn Tardigram tu contenido es tuyo😎\\n\\n#factible» - Tardigram\\nGo to content\\nGo to filters\\nGo to search\\n* **\\n* **\\n* \\nAdd new thread\\n\\n* Add new post\\n\\n* Log in\\nEn Tardigram tu contenido es\\n[...]\\nShow Comment Avatars\\n**Moderation log**\\nShow users’ avatars\\nShow magazines’ icons\\nShow new icons\\n#factible»\\n* \\nCombined\\n\\n* \\nThreads \\n* \\nMicroblog \\n* \\nPeople\\n\\n* \\nMagazines\\n\\n### Tag\\n####\\n\\n#factible»\\n\\n* Threads1\\n* Comments0\\n* Posts0\\n* Replies0\\n### Active people\",\n        \"position\": 6\n      },\n      {\n        \"url\": \"http://en.wiktionary.org/wiki/factible\",\n        \"title\": \"factible - Wiktionary, the free dictionary\",\n        \"description\": \"factible m or f (masculine and feminine plural factibles)\\n[...]\\nfactible m or f (plural factibles)\\n[...]\\n- IPA(key): /faɡˈtible/ [faɣ̞ˈt̪i.β̞le]\\n- Rhymes: -ible\\n- Syllabification: fac‧ti‧ble\\n[...]\\nfactible m or f (masculine and feminine plural factibles)\",\n        \"position\": 7\n      },\n      {\n        \"url\": \"https://www.theacropolismuseum.gr/en/events/microdances-athens\",\n        \"title\": \"MicroDances. Athens | Acropolis Museum | Official website\",\n        \"description\": \"MicroDances. Athens | Acropolis Museum | Official website\\n[...]\\n## MicroDances. Athens\\n[...]\\nAthens • 9 and 10 October 2021 Acropolis Museum - National Museum of Contemporary Art Athens (EMST) - Stavros Niarchos Foundation Cultural Center (SNFCC) - Greek National Opera\\n[...]\\nThe Greek National Opera Ballet presents MicroDances at three emblematic venues in Athens on 9 and 10 October. A five-hour wandering through dance along the axis of Syggrou Avenue, from the Acropolis Museum at Makrygianni to the National Museum of Contemporary Art Athens (EMST) at Fix and the Stavros Niarchos Foundation Cultural Center (SNFCC) at Delta Falirou.\\n[...]\\nMicroDances is held as part of the project An Ideal City, which aims to research and explore the possibilities of dance as a public art that is rooted in the urban web of three cities: Athens, Reggio Emilia and Brussels. The project An Ideal City was launched in October 2020 and will be completed in July 2022. It is the fruit of the collaboration of three European dance organisations, Fondazione Nazionale della Danza / Aterballetto (Reggio Emilia), Les Halles de Schaerbeek (Brussels), and the Greek National Opera Ballet and it is co-funded by the EU programme Creative Europe, which aims at supporting Europe’s cultural and creative industry. The GNO Ballet programme is made possible by a grant from the Stavros Niarchos Foundation (SNF) to the Greek National Opera.\\n[...]\\nMicroDances consists of short dance performances, from 6 to 10 minutes long, designed for one or three dancers and for small spaces. They were commissioned from artists from very different backgrounds and with very varied influences, who were called upon to create a rich and diverse choreographic environment. In the first phase of the programme works by eight Greek and thirteen foreign choreographers will be developed in an organic relationship with select museum/cultural venues in three cities. In the second phase they will be rearticulated according to each different city’s public space and the special way it converses with bodies and history.\\n[...]\\nOn 9 and 10 October audience members will have the possibility to follow a five-hour route with 21 stops that will be divided into the four institutions hosting the works: the halls of the Acropolis Museum, the National Museum of Contemporary Art Athens (EMST), the parking, Stavros Niarchos Park and Lighthouse of the Stavros Niarchos Foundation Cultural Center (SNFCC), as well as the Foyer, the backstage of the Stavros Niarchos Hall, and the rehearsal rooms of the Greek National Opera.\\n[...]\\nThe route will start every day from the Acropolis Museum at 11.00, 12.00 and 13.00, it will continue to the EMST and will conclude at around 16.00, 17.00 and 18.00 respectively, at SNFCC and GNO’s venues. Audience members will be transported from one venue to the other by a minibus leased by the GNO.\\n[...]\\nAn Ideal City aims at bringing out the public art of dance in three European urban landscapes with a strong historical and symbolic character, Athens, Reggio Emilia and Brussels. More specifically, with this project the three organisations aim to:\\n[...]\\n### Venues and works\\n[...]\\n– Acropolis Museum\\n[...]\\nΒ – National Museum of Contemporary Art Athens (EMST), Suggrou Avenue, Fix\\n[...]\\nC – Stavros Niarchos Foundation Cultural Center (SNFCC),\\n[...]\\n36\\n[...]\\nD – GREEK NATIONAL OPERA (SNFCC),\\n[...]\\n36\\n[...]\\nIn collaboration with the Acropolis Museum, the National Museum of Contemporary Art Athens (EMST) and the Stavros Niarchos Foundation Cultural\\n[...]\\n(SNFCC). Lead Donor of the GNO\\n[...]\\nros Niarchos Foundation (SNF)\",\n        \"position\": 8\n      },\n      {\n        \"url\": \"https://github.com/Sapphire-Labs/Hackathon\",\n        \"title\": \"Factibly/factibly\",\n        \"description\": \"# Repository: Factibly/factibly\\n[...]\\nYour online sources, fact checked by the crowd\\n[...]\\n- Stars: 1\\n- Forks: 0\\n- Watchers: 1\\n- Open issues: 0\\n- Primary language: TypeScript\\n- Languages: TypeScript (74.6%), Python (10.8%), Kotlin (6.4%), JavaScript (3.8%), Swift (1.4%), C++ (1.1%), Shell (0.7%), HTML (0.5%), CSS (0.5%), Ruby (0.1%), Makefile\\n- Default branch: master\\n- Homepage: https://www.factibly.com\\n- Created: 2020-06-16T23:34:10Z\\n- Last push: 2022-07-11T07:11:35Z\\n- Contributors: 3 (top: chandlerlei2017, JadonFan, jasonantao)\\n[...]\\n# Factibly\\n[...]\\n## Apps and Services\\n[...]\\n| App/Service | Code Name | URL |\\n| --- | --- | --- |\\n| factibly.com | fc-web | www.factibly.com |\\n| Factibly Android | fc-android | _Coming Soon_ |\\n| Factibly iOS | fc-ios | _Coming Soon_ |\\n| Factibly Monday | fc-monday | _Coming Soon_ |\\n| Factibly APIs and Services (back-end) | fc-api | _Not Applicable_ |\\n| Factibly Internal Tools | fc-internal | _Not Applicable_ |\",\n        \"position\": 9\n      },\n      {\n        \"url\": \"https://www.conceptnet.io/c/ca/factible\",\n        \"title\": \"ConceptNet 5: factible\",\n        \"description\": \"ConceptNet 5: factible\\n[...]\\n# ca factible\\n[...]\\n## A Catalan term in ConceptNet 5.8\",\n        \"position\": 10\n      },\n      {\n        \"url\": \"http://en.wiktionary.com/wiki/factible\",\n        \"title\": \"factible - Wiktionary, the free dictionary\",\n        \"description\": \"factible - Wiktionary, the free dictionary\\n[...]\\nfactible m or f (masculine and feminine plural factibles)\\n[...]\\nfactible m or f (plural factibles)\\n[...]\\n- IPA(key): /faɡˈtible/ [faɣ̞ˈt̪i.β̞le]\\n- Rhymes: -ible\\n- Syllabification: fac‧ti‧ble\\n[...]\\nfactible m or f (masculine and feminine plural factibles)\",\n        \"position\": 11\n      },\n      {\n        \"url\": \"https://nerdbot.com/2026/05/07/how-ai-dance-generators-are-taking-over-social-media-in-2026/\",\n        \"title\": \"How AI Dance Generators Are Taking Over Social Media in 2026\",\n        \"description\": \"the good from the passable: how the AI handles hands and lower-body movement. Those are the parts that look off in lower-quality results. Why This Format Is Performing So Well Dance challenges have always been one of TikTok’s highest-performing formats. The difference now is that you don’t need to actually dance — or be on camera at all. A few reasons this is resonating with audiences in 2026: Creators using AI-enhanced content tools see 2.3 times higher completion rates compared to raw single-take uploads. TikTok’s algorithm is sophisticated enough to detect motion smoothness, so the quality of the motion transfer directly affects how far your video gets pushed. The “Dancing Baby AI” trend and variants like the viral swing dance filter also show that audiences are genuinely entertained by AI-animated characters. People aren’t pushing back against the format — they’re participating in it. And once you have a workflow, AI dance videos are fast to produce. A planned post that used to take two hours of filming and editing can take 15 minutes. If you’re reacting to a trending sound, speed is most of the game. How to Make One in Three Steps You don’t need editing software or technical skills. Here’s how it works: Step 1: Choose your character. A clear photo with a visible face works best. Selfies, character art, and anime portraits all animate well. Avoid blurry backgrounds or overly crowded scenes — the AI needs clean subject separation. Step 2: Pick your dance reference. Most platforms offer template libraries covering K-pop, hip-hop, shuffle, and meme dances. You can also upload a 10-30 second clip from TikTok as your reference. Shorter, cleaner clips tend to produce better results than full performances. Step 3: Generate and review. Processing takes between 30 seconds and a few minutes depending on resolution and the model. Check the hands and lower body specifically — if those look off, try a shorter reference clip or a different model. All-in-one platforms like iMideo let you switch between multiple AI models in one workspace, which matters here because different models handle different dance styles better. Kling Motion Control is strong on realistic human movement. Other models work better for stylized or animated characters. What to Look for in a Dance Generator The market is crowded right now — Viggle AI, CapCut’s AI templates, Overchat, and dedicated motion tools all compete here. A few things worth checking before you commit to a platform: Model access. Free tiers often limit you to one or two models. If you want to experiment across dance styles, you want access to Kling, Seedance, or Wan-based options. Reference video length. Some platforms cap uploads at 10 seconds; others handle up to 30. For choreography with a full sequence, longer is better. Commercial use terms. If you’re making content for a brand, check whether the platform allows commercial output. Most do, but the terms vary and it’s worth five minutes to verify. Speed. This matters when you’re chasing a trending sound. The best AI dance generator for trend-reactive content is the one that delivers results in under two minutes, not 20. The Part Most People Overlook Good AI dance content still needs a good idea behind it. The motion transfer handles the mechanics — you still provide the concept. A bland photo of a standing person produces a bland animated video. Something with personality — a distinctive character, an unexpected subject, or a funny context — makes the result worth sharing. The AI removes the technical barrier. The creative judgment stays with you. That split is probably why this format has lasted longer than most predicted: it scales production without removing the human element that makes content actually interesting. Previous Article How to Prevent Ransomware Attacks Next Article Top Strategies for Increasing Your Follower Count with Authentic Accounts\\n\\n## Entities\\n\\n### Companies\\n\\n- TikTok\",\n        \"position\": 12\n      },\n      {\n        \"url\": \"https://github.com/Sapphire-Labs/SOS-Hackathon\",\n        \"title\": \"Factibly/factibly\",\n        \"description\": \"# Repository: Factibly/factibly\\n[...]\\nYour online sources, fact checked by the crowd\\n[...]\\n- Stars: 1\\n- Forks: 0\\n- Watchers: 1\\n- Open issues: 0\\n- Primary language: TypeScript\\n- Languages: TypeScript (74.6%), Python (10.8%), Kotlin (6.4%), JavaScript (3.8%), Swift (1.4%), C++ (1.1%), Shell (0.7%), HTML (0.5%), CSS (0.5%), Ruby (0.1%), Makefile\\n- Default branch: master\\n- Homepage: https://www.factibly.com\\n- Created: 2020-06-16T23:34:10Z\\n- Last push: 2022-07-11T07:11:35Z\\n- Contributors: 3 (top: chandlerlei2017, JadonFan, jasonantao)\\n[...]\\n# Factibly\\n[...]\\n## Apps and Services\\n[...]\\n| App/Service | Code Name | URL |\\n| --- | --- | --- |\\n| factibly.com | fc-web | www.factibly.com |\\n| Factibly Android | fc-android | _Coming Soon_ |\\n| Factibly iOS | fc-ios | _Coming Soon_ |\\n| Factibly Monday | fc-monday | _Coming Soon_ |\\n| Factibly APIs and Services (back-end) | fc-api | _Not Applicable_ |\\n| Factibly Internal Tools | fc-internal | _Not Applicable_ |\",\n        \"position\": 13\n      },\n      {\n        \"url\": \"https://facts.net/fitness-and-wellbeing/health-science/29-facts-about-dancing/\",\n        \"title\": \"29 Facts About Dancing - Facts.net\",\n        \"description\": \"29 Facts About Dancing - Facts.net\\n[...]\\n# 29 Facts About Dancing\\n[...]\\nDancing is more than just moving to music; it's a universal language that connects people across cultures and generations. Ever wondered why humans feel compelled to dance? Dancing can boost your mood, improve physical health, and even enhance cognitive function. From ancient rituals to modern dance floors, the history of dancing is rich and varied. Did you know that some dances have been around for thousands of years? Or that certain dance styles can burn as many calories as running? Whether you're a seasoned dancer or someone with two left feet, these 29 facts about dancing will surprise and inspire you. Get ready to tap into the fascinating world of rhythm and movement!\\n[...]\\nDancing has been a part of human culture for thousands of years. It’s a way to express emotions, tell stories, and celebrate life. Here are some fascinating facts about the origins of dancing.\\n[...]\\nThe movie \\\"Dirty Dancing\\\" became a cultural phenomenon in the 1980s. Its famous lift scene is iconic.\\n[...]\\nMusic videos often feature intricate dance routines. Artists like Beyoncé and BTS are known for their impressive choreography.\\n[...]\\nThe longest conga line on record had 119,986 participants. It took place in Miami in 1988.\\n[...]\\nThe world’s largest ballet class had 1,055 participants. It was held in Moscow in 2011.\\n[...]\\nThe \\\"Dancing Plague\\\" of 1518 was a bizarre event where hundreds of people danced uncontrollably for days in Strasbourg.\\n[...]\\nThe \\\"moonwalk\\\" was not invented by Michael Jackson. It was first performed by tap dancer Bill Bailey in 1955.\\n[...]\\nIn Japan, there’s a dance called \\\"Butoh\\\" that involves\\n[...]\\n, controlled movements. It’s often performed in\\n[...]\\nDancing isn't just about moving to the beat. It's a blend of art, history, and culture. From the ancient rituals of indigenous tribes to the modern moves of hip-hop, dance has always been a way for people to express themselves. It’s fascinating how each style, whether it's ballet, tango, or breakdancing, tells its own unique story.\",\n        \"position\": 14\n      },\n      {\n        \"url\": \"http://www.hyperdic.net/ca/factible\",\n        \"title\": \"factible (HyperDic hyper-dictionary)\",\n        \"description\": \"factible (HyperDic hyper-dictionary)\\n[...]\\n# HyperDic: factible\\n[...]\\n| Català> 1 sentit de la paraula factible: | ADJECTIU | all | factible, executable, possible, practicable, realitzable, viable | capable of being done with means/ means at hand and circumstances as they are |\\n| --- | --- | --- | --- | --- |\\n[...]\\n| Català> factible: 1 sentit > adjectiu 1 | Sentit | capable of being done with means/ means at hand and circumstances as they are. |\\n| --- | --- | --- |\\n| Sinònims | executable, possible, practicable, realitzable, viable |\\n| General | possible | capable of happening/ happening or existing |\\n| Anglès | feasible, executable, practicable, viable, workable |\\n| Espanyol | alcanzable, factible, practicable, realizable, viable |\\n| Noms | factibilitat, possibilitat, viabilitat | The quality of being doable |\\n| practicabilitat | The quality of being usable |\\n| viabilitat | capable of being done in a practical and useful/ useful way |\\n| Verbs | funcionar | Have an effect or outcome |\\n| processar, transformar, treballar | shape, form, or improve a material |\\n| resoldre, solucionar | Find the solution to (a problem or question) or understand the meaning/ meaning of |\",\n        \"position\": 15\n      },\n      {\n        \"url\": \"https://kaikki.org/eswiktionary/All%20languages%20combined/meaning/f/fa/factible.html\",\n        \"title\": \"factible in All languages combined\",\n        \"description\": \"[fəkˈtib.blə\\n[...]\\nCentral], [fakˈti.ble]\\n[...]\\nValencian], [fəkˈtib.blə]\\n[...]\\n: factibles\\n[...]\\nfakˈt̪iβ̞le\\n[...]\\n.\\\"\\n[...]\\n\\\"Formal\\\"\\n      ],\\n[...]\\n\\\",\\n[...]\\n\\\"\\n    },\\n    {\\n      \\\"kind\\\":\\n[...]\\n\\\"name\\\": \\\"CA:Palabras\\n[...]\\n\\\",\\n      \\\"parents\\\":\\n[...]\\n\\\"source\\\":\\n[...]\\nw\\\"\\n    },\\n    {\\n      \\\"kind\\\":\\n[...]\\nother\\\",\\n      \\\"name\\\": \\\"Catalán\\\",\\n      \\\"parents\\\": [],\\n      \\\"source\\\": \\\"w\\\"\\n    }\\n  ],\\n  \\\"etymology_texts\\\": [\\n    \\\"Del catalán antiguo factible ('factible'). Atestiguado desde el siglo XV, en 1419.\\\"\\n  ],\\n  \\\"forms\\\": [\\n    {\\n      \\\"form\\\": \\\"factibles\\\",\\n      \\\"tags\\\": [\\n        \\\"plural\\\"\\n      ]\\n    }\\n  ],\\n  \\\"lang\\\": \\\"Catalán\\\",\\n  \\\"lang_\\n[...]\\nca\\\",\\n  \\\"pos\\\":\\n[...]\\n\\\",\\n  \\\"pos\\n[...]\\n\\\",\\n  \\\"\\n[...]\\n{\\n      \\\"\\n[...]\\n\\\": [\\n        \\\"Factible.\\\"\\n[...]\\n]\\\",\\n[...]\\n\\\"\\n[...]\\n\\\",\\n    \\\"mas\\n[...]\\n\\\"\\n  ],\\n[...]\\n\\\": \\\"factible\\\"\\n[...]\\n{\\n  \\\"attestations\\\": [\\n    {\\n      \\\"date\\\": \\\"\\n[...]\\n\\\"\\n    }\\n  ],\\n  \\\"categories\\\": [\\n    \\\"CA:Adjetivos\\\",\\n    \\\"CA:Adjetivos sin género definido\\\",\\n    \\\"CA:Palabras documentadas desde el siglo XV\\\",\\n    \\\"CA:Palabras llanas\\\",\\n    \\\"CA:Palabras provenientes del catalán antiguo\\\",\\n    \\\"CA:Palabras trisílabas\\\",\\n    \\\"Catalán\\\"\\n  ],\\n  \\\"etymology_texts\\\": [\\n    \\\"Del catalán antiguo factible ('factible'). 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We present a new 3D dance dataset, AIST++, which contains 5:2 hours of 3D motion reconstructed from real dancers paired with music (left) and a novel Full-Attention Cross-modal Transformer (FACT) network that can generate realistic 3D dance motion with global translation conditioned on music (right). We output our 3D motion in representations that allow for instant motion retargeting to a novel character. Here we use a character from Mixamo [1] Abstract 1. Introduction We present AIST++, a new multi-modal dataset of 3D The ability to dance by composing movement patterns dance motion and music, along with FACT, a Full-Attention that align to musical beats is a fundamental aspect of hu- Cross-modal Transformer network for generating 3D dance man behavior. Dancing is an universal language found in all motion conditioned on music. The proposed AIST++ cultures [50], and today, many people express themselves dataset contains 5.2 hours of 3D dance motion in 1408 se- through dance on contemporary online media platforms. quences, covering 10 dance genres with multi-view videos The most watched videos on YouTube are dance-centric with known camera poses—the largest dataset of this kind music videos such as “Baby Shark Dance”, and “Gangnam to our knowledge. We show that naively applying sequence Style” [75], making dance a more and more powerful tool models such as transformers to this dataset for the task of to spread messages across the internet. However, dancing is music conditioned 3D motion generation does not produce a form of art that requires practice—even for humans, pro- satisfactory 3D motion that is well correlated with the input fessional training is required to equip a dancer with a rich music. We overcome these shortcomings by introducing key repertoire of dance motions to create an expressive chore- arXiv:2101.08779v3 [cs.CV] 31 Jul 2021 changes in its architecture design and supervision: FACT ography. Computationally, this is even more challenging as model involves a deep cross-modal transformer block with the task requires the ability to generate a continuous motion full-attention that is trained to predict N future motions. We with high kinematic complexity that captures the non-linear empirically show that these changes are key factors in gen- relationship with the accompanying music. erating long sequences of realistic dance motion that are In this work, we address these challenges by presenting well-attuned to the input music. We conduct extensive ex- a novel Full Attention Cross-modal Transformer (FACT) periments on AIST++ with user studies, where our method network, which can robustly generate realistic 3D dance outperforms recent state-of-the-art methods both qualita- motion from music, along with a large-scale multi-modal tively and quantitatively. The code and the dataset can be 3D dance motion dataset, AIST++, to train such a model. found at: https://google.github.io/aichoreographer. Speciﬁcally, given a piece of music and a short (2 seconds) seed motion, our model is able to generate a long sequence ∗ equal contribution. Work performed while Ruilong was an intern at of realistic 3D dance motions. Our model effectively learns Google. the music-motion correlation and can generate dance se- 1 Figure 2: Cross-Modal Music Conditioned 3D Motion Generation Overview. Our proposed a Full-Attention Cross- modal Transformer (FACT) network (details in Figure3) takes in a music piece and a 2-second sequence of seed motion, then auto-regressively generates long-range future motions that correlates with the input music. quences that varies for different input music. We represent requires heavily instrumented environments making these dance as a 3D motion sequence that consists of joint rota- datasets severely limited in the number of available dance tion and global translation, which enables easy transfer of sequences, dancer and music diversity.\",\n        \"position\": 18\n      },\n      {\n        \"url\": \"https://www.interalcaldes.com/en/post/mexico-factible-bridging-strategic-vision-and-economic-action\",\n        \"title\": \"Mexico Factible: Bridging Strategic Vision and Economic Action\",\n        \"description\": \"Mexico Factible: Bridging Strategic Vision and Economic Action\\n[...]\\nUnder this premise, Mexico Factible emerges—a platform that goes beyond the traditional forum format to become an ecosystem of real solutions, driven by a coalition of visionaries committed to national development.\\n[...]\\nThe viability of this project finds its entrepreneurial foundation in Ángel Francisco Moreno Alarcón, CEO of Grupo Empresarial Factible. His involvement reflects a corporate philosophy that understands economic growth is neither the sole responsibility of the state nor a spontaneous outcome of the market, but rather the result of strategic collaboration.\\n[...]\\nHowever, the true strength of Mexico Factible lies in the diversity of its leadership and the specialization of its speakers. The forum is enriched by key figures who address every dimension of business and social development:\\n[...]\\nMore than a one-time event, Mexico Factible is consolidating itself as a platform for ongoing dialogue. It is the meeting point where political vision, business strength, and academic rigor converge to design the roadmap for 21st-century Mexico. In its hands, economic dialogue ceases to be casual conversation and becomes the architectural blueprint for a more productive, equitable, and—above all—feasible country.\\n[...]\\nYou are formally invited to the Factible Forum, where political vision and business expertise come together to design real solutions for Mexico.\\n[...]\\nArticle first published\\n[...]\\nhttps://mundoejecutivo.com.mx/actualidad/mexico-factible-el-puente-entre-la-vision-estrategica-y-la-accion-economica/#penci-Un_Liderazgo_con_Sentido_Practico\",\n        \"position\": 19\n      },\n      {\n        \"url\": \"https://www.micro-movement.com/about/\",\n        \"title\": \"About - Micro-Movement\",\n        \"description\": \"About - Micro-Movement\\n[...]\\nMicro-Movement Method\\n[...]\\nA multi-dimensional method that gives you tools for inner understanding, mastery, and connection. Movement, breath, expanded consciousness, and exposure to the elements — under one holistic approach.\\n[...]\\nDeepens the body-mind connection through mindful practice that links movement and breath. Cultivates deep awareness of sensations, emotions, and thoughts.\\n[...]\\nthe Micro-Movement Method brings awareness to emotional regulation, eases anxiety, and lifts mood by engaging body and will together.\\n[...]\\nmovement-pattern\\n[...]\\n, sits inside the\\n[...]\\ninterference and motor-\\n[...]\\nliterature dating back to Shea\\n[...]\\n1979). Read\\n[...]\\nand Micro-Movement\\n[...]\\n### Frequently Asked Questions about the Micro-Movement Method\\n[...]\\nWhat is the Micro-Movement Method?\\n[...]\\nThe Micro-Movement Method is built on the principle of reprogramming the human code by integrating four pillars:\\n[...]\\nMovement: Deepens the body-mind connection through refined physical understanding and work with movement patterns. Breathwork: Strengthens the link between awareness and body, using intentional breath practice to regulate emotion and attention. Microdosing (educational framing): Explored as a tool that may support neuroplasticity and heightened sensory perception, helping reshape mental patterns and expand creativity. Exposure to the Elements: Builds physical and sensory resilience through engagement with natural forces such as sun, wind, cold, and heat. Together, these pillars form a holistic approach to focus, self-awareness, and inner work — making the method especially effective for personal development.\\n[...]\\nThe Micro-Movement Method helps people understand and reshape the relationship between body and mind by relating to trauma as a misinterpretation of present reality.It combines movement and awareness of sensory input to reprogram entrenched patterns, allowing the body to release stored emotional responses.By supporting neuroplasticity and refined sensory perception, people can embody healthier interpretations of past events — meeting them directly and reframing fear-based emotional responses tied to the past.\\n[...]\\nYes — the sessions and the course give practitioners the knowledge and frameworks to work with people who have engaged with consciousness-expanding practices or microdosing, so the work can be adapted accordingly.\\n[...]\\nnote: as\\n[...]\\n2025, psychoactive substances are not legal for therapeutic use in\\n[...]\\n. The Micro-Movement Method takes an educational, harm-reduction approach.\\n[...]\\nThe Micro-Movement Method works with the heightened neuroplasticity that emerges from combining mindful movement and breath practice to form new neural pathways.This process reshapes thought patterns, emotional reactions, and habits — opening the door to release patterns that no longer serve.\\n[...]\\nWhy is movement\\n[...]\\ndifferent from regular physical practice\\n[...]\\nMovement is foundational to the Micro-Movement Method because it goes beyond exercise — it's a deliberate inquiry into movement patterns and their relationship to consciousness. The practice deepens body awareness and reveals where the body is holding tension tied to past events that no longer apply. Unlike standard fitness practices that focus on physical performance, the Micro-Movement Method weaves the body-mind connection into the work itself, helping people release stored emotional responses and reprogram entrenched habits.\\n[...]\\n, and support immune health.\\n[...]\\nsupport emotional regulation, reduce anxiety and depression, and lift overall mood.\",\n        \"position\": 20\n      }\n    ]\n  }\n}",
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            {
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              "text": "**Researching data sources**\n\nI need to determine the feasibility of getting data from the Argentine government. My guess is that it involves a budget execution API. I want to check resources like datos.gob.ar, presupuesto abierto, and SIDIF e-SIDIF. They may have payments data related to provinces and universities. Next, I'll focus on finding current data sources to ensure I'm working with the most up-to-date information. Let’s get started on the search!"
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            "name": "web_search",
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          "response_item_id": "fc_0dc409fc1e089133016a033cc591f48191ab0bb564bf10d1c2",
          "type": "function",
          "function": {
            "name": "web_search",
            "arguments": "{\"query\":\"datos.gob.ar transferencias gobierno nacional provincias universidades presupuesto abierto API\", \"limit\":5}"
          }
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      "role": "tool",
      "content": "{\n  \"success\": true,\n  \"data\": {\n    \"web\": [\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/api/\",\n        \"title\": \"API - Presupuesto Abierto\",\n        \"description\": \"Presupuesto Abierto | API\\n\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n\\n---\\n\\nDejanos tu comentario\\n\\nPresupuesto Abierto | API\\n1. Inicio\\n2. API\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n###\\n×\\n#### Advertencia\\n**\\nEl navegador no es compatible con el sitio Presupuesto Abierto.\\nUtilizá otro navegador para acceder a la funcionalidad completa\\ndel sitio.\\nAceptar\\nDejanos\\ntu comentario\",\n        \"position\": 1\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/api-pac\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - API\",\n        \"description\": \"Presupuesto Abierto | Sitio del ciudadano - API -- -- --\\n[...]\\n#### Registrate para acceder a la API\\n[...]\\nPodés acceder a una API pública de consultas sobre el presupuesto.\",\n        \"position\": 2\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/visualizacion-gastos-x-transferencias\",\n        \"title\": \"Presupuesto Abierto - Ejecución presupuestaria de las transferencias\",\n        \"description\": \"Presupuesto Abierto | Sitio del ciudadano - Ejecución presupuestaria de las transferencias -- -- -- -- -- -- --\\n\\n-- --\\n\\n--\\n\\n-- -- -- --\\n\\n##### ¿Te resultó útil?\\n\\nSi No\\n\\nCancelar Enviar\\n\\nDejanos tu comentario\",\n        \"position\": 3\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/datos-abiertos\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Datos abiertos\",\n        \"description\": \"Presupuesto Abierto | Sitio del ciudadano - Datos abiertos \\n\\n### Datos abiertos\\n[...]\\nEstos datos son tuyos. Podés descargarlos,\\n[...]\\n, cruzarlos con otros datos, crear aplicaciones o armar visualizaciones a\\n[...]\\nde ellos.\\n[...]\\n##### Año\",\n        \"position\": 4\n      },\n      {\n        \"url\": \"https://www.argentina.gob.ar/economia/sechacienda/dgsiaf/boletin-trimestral-iii-2022/presupuesto-abierto\",\n        \"title\": \"Presupuesto Abierto | Argentina.gob.ar\",\n        \"description\": \". Ministerio de Economía\\n[...]\\n5. Presupuesto Abierto\\n[...]\\n# Presupuesto Abierto\\n[...]\\nPortal de Presupuesto Abierto\\n[...]\\nAlcance: Administración Pública Nacional\\n[...]\\nIncorporamos una nueva API (Application Programming Interface) de Presupuesto Abierto que permite el acceso a datos de la programación y ejecución física del presupuesto nacional. Por medio de la API se podrán desarrollar programas o automatizar análisis frecuentes, accediendo a la base de datos del portal de Presupuesto Abierto.\",\n        \"position\": 5\n      }\n    ]\n  }\n}",
      "tool_call_id": "call_8g6nXe3fzb2oBbrFHoQEdRl3"
    },
    {
      "role": "tool",
      "content": "{\n  \"success\": true,\n  \"data\": {\n    \"web\": [\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/api/\",\n        \"title\": \"Presupuesto Abierto | API\",\n        \"description\": \"Presupuesto Abierto | API\\n\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n[...]\\nPresupuesto Abierto | API\\n1. Inicio\\n2. API\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n###\\n×\",\n        \"position\": 1\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/ejecucion-presup-de-las-transferencias\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Ejecución presupuestaria de las transferencias\",\n        \"description\": \"Presupuesto Abierto | Sitio del ciudadano - Ejecución presupuestaria de las transferencias -- -- --\\n[...]\\n### Ejecución presupuestaria de las transferencias\",\n        \"position\": 2\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/que-incluye\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - ¿Qué incluye el Presupuesto?\",\n        \"description\": \"El presupuesto nacional abarca la Administración Central, los Organismos Descentralizados y las Instituciones de la Seguridad Social.\\n[...]\\nTambién contiene las transferencias que el Estado Nacional realiza a las provincias y municipios y a otros entes que forman parte del Sector Público Nacional, quienes a su vez confeccionan sus propios presupuestos.\\n[...]\\nPodés consultar información de los presupuestos provinciales y municipales en la Dirección Nacional de Asuntos Provinciales o bien dirigirte a cada uno de los Ministerios de Economía provinciales.\\n[...]\\nOtros entes: son organismos no empresariales excluidos del Presupuesto de la Administración Nacional donde el Estado Nacional tiene el control mayoritario del patrimonio o de la formación de las decisiones. Algunos ejemplos: la Administración Federal de Ingresos Públicos, el Instituto Nacional de Cine y Artes Audiovisuales, el Pami, etc.\\n[...]\\nVer más detalle en el capítulo II. A. Clasificación institucional del Manual de Clasificaciones presupuestarias.\",\n        \"position\": 3\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/visualizaciones\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Visualizaciones\",\n        \"description\": \"Presupuesto Abierto | Sitio del ciudadano - Visualizaciones \\n\\n### Visualizaciones\\n[...]\\nPodés visualizar los datos desde distintas perspectivas, consultar la información detallada y navegarla aplicando distintos filtros.\\n\\n \\n\\n \\n\\n### ¿Quién gasta?\\n[...]\\n### ¿Dónde se gasta?\\n[...]\\nGastos por ubicación geográfica\\n\\n \\n\\n### ¿Cómo se financia?\\n[...]\\nAhorro\\n[...]\\niamiento (Base Pres\\n[...]\\n### Modificaciones al presupuesto por jurisdicción\\n\\nModificaciones que se hacen al presupuesto aprobado durante\\n[...]\\naño en que se ejecuta\\n\\n \\n\\n### Ejecución presupuestaria de las transferencias\\n\\nDetalle de transferencias realizadas desde el Tesoro Nacional\",\n        \"position\": 4\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/preguntas-frecuentes\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Preguntas Frecuentes\",\n        \"description\": \"El Presupuesto Nacional es la LEY anual que sanciona el Congreso de la Nación, donde planifica los ingresos que recibirá el Estado Nacional y cómo se aplicarán para satisfacer las necesidades de la población.\\n[...]\\nEn el sitio de la Oficina Nacional de Presupuesto podés encontrar la Ley de Presupuesto de la Administración Pública Nacional, correspondiente a cada ejercicio fiscal desde el año 2001, específicamente en la sección Presupuesto/ Leyes de Presupuesto, seleccionando el año de interés.\\n[...]\\n##### ¿Cómo accedo a Presupuestos Provinciales?\\n[...]\\nLos presupuestos provinciales son facultades propias de los niveles provinciales de gobierno. Para acceder a ellos te recomendamos consultar el sitio de Coordinación Provincial o bien dirigirte a cada uno de los Ministerios de Economía provinciales.\\n[...]\\nLa información referida al Presupuesto Nacional desde 1993 la podés encontrar en el sitio de la Oficina Nacional de Presupuesto en cada una de las secciones de interés: Ejecución Presupuestaria, Evaluación Presupuestaria, Series Estadísticas.\\n[...]\\nLos Fondos Fiduciarios se construyen mediante la transferencia total o parcial de bienes y/o fondos correspondientes a entidades y/o jurisdic\\n[...]\\nque dependen del Poder Ejecutivo Nacional.\\n[...]\\nLas transacciones corrientes abarcan ingresos y gastos por la adquisición de bienes y servicios durante el ejercicio o bien transacciones que para el beneficiario no implican incremento de la dotación de capital (ingresos tributarios, transferencias recibidas y otorgadas para financiar gastos corrientes).\\n[...]\\nLas transacciones de capital implican ingresos o gastos con bajas o altas de capital, existencias, tierras o activos intangibles, como también los ingresos y gastos sin contraprestación efectuados con el fin de que los beneficiarios incrementen su dotación de capital (ejemplo: transferencias de capital). Asimismo, se consideran transacciones de capital aquellas transacciones reembolsables que el gobierno realiza con fines de política (ejemplo: concesión de préstamos y aportes de capital al sector privado).\\n[...]\\nLas fuentes financieras son cuentas de financiamiento presupuestario que tienen el objeto de cubrir las necesidades derivadas de la insuficiencia de recursos corrientes y de capital. Constituyen fuentes financieras la disminución de la inversión financiera (venta de títulos y valores, de acciones y participaciones de capital y las recuperaciones de préstamos con objeto de obtener liquidez), el endeudamiento público (colocación de instrumentos de deuda en los mercados financieros interno y externo y la obtención de préstamos a corto y largo plazo) y el incremento de otros pasivos (crédito de los proveedores expresado mediante cuentas y documentos por pagar, como asimismo los anticipos del Banco Central de la República Argentina otorgados al Tesoro Nacional).\\n[...]\\npor el incremento de los activos\\n[...]\\ncomo compra de acciones, concesión de préstamos, y adquisición de títulos y valores, con el\\n[...]\\nde obtener rent\\n[...]\\nde los pasivos públicos (mediante la amortización de la deuda pública).\\n[...]\\nPuede suceder que el Congreso no apruebe en tiempo y forma el Proyecto de Ley de Presupuesto. Esto significa que a fines de Diciembre no se cuenta con el Presupuesto aprobado para iniciar el año. En estos casos comienza el ejercicio fiscal con un Presupuesto de Prórroga, tomando como base el Presupuesto del año anterior, haciendo los ajustes para cubrir un período de tiempo a la espera de la aprobación del Proyecto de Ley.\\n[...]\\nSi este se aprueba, se fija una fecha de implementación y se revierte el presupuesto de prórroga para cargar la Ley de Presupuesto.\",\n        \"position\": 5\n      }\n    ]\n  }\n}",
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      "content": "{\n  \"success\": true,\n  \"data\": {\n    \"web\": [\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/api/\",\n        \"title\": \"API - Presupuesto Abierto\",\n        \"description\": \"Presupuesto Abierto | API\\n\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n\\n---\\n\\nDejanos tu comentario\\n\\nPresupuesto Abierto | API\\n1. Inicio\\n2. API\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n###\\n×\\n#### Advertencia\\n**\\nEl navegador no es compatible con el sitio Presupuesto Abierto.\\nUtilizá otro navegador para acceder a la funcionalidad completa\\ndel sitio.\\nAceptar\\nDejanos\\ntu comentario\",\n        \"position\": 1\n      },\n      {\n        \"url\": \"https://www.presupuestoabierto.gob.ar/sici/datos-abiertos\",\n        \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Datos abiertos\",\n        \"description\": \"Presupuesto Abierto | Sitio del ciudadano - Datos abiertos \\n\\n### Datos abiertos\\n[...]\\nEstos datos son tuyos. Podés descargarlos, analizarlos, cruzarlos con otros datos, crear aplicaciones o armar visualizaciones a partir de ellos.\\n\\n \\n\\n##### Año\\n\\nTodos los años\",\n        \"position\": 2\n      },\n      {\n        \"url\": \"http://apis.datos.gob.ar/\",\n        \"title\": \"Datos Argentina\",\n        \"description\": \"### Resultados Electorales - API\\n[...]\\n### API de Presupuesto Abierto\\n[...]\\nAPI de Presupuesto AbiertoAPI Presupuesto Abierto\\n[...]\\n### API Georef\\n[...]\\nAPI GeorefAccedé a la documentación de la API para normalizar unidades territoriales, provincias,departamentos, municipios y calles.\",\n        \"position\": 3\n      },\n      {\n        \"url\": \"https://www.datos.gob.ar/apis\",\n        \"title\": \"APIs - Datos Argentina\",\n        \"description\": \"Datos Argentina\\n\\nDATASETS\\n\\n---\\n\\nSERIES\\n\\nORGANIZACIONES\\n\\nAPIs\\n\\nACERCA\\n\\nIndicadores\\n\\nMarco legal\\n\\nPublicá datos\\n\\nHerramientas\\n\\nGlosario\\n\\nDatos Geoespaciales\\n\\n---\\n\\nMI CUENTA\\n\\nAYUDA\\n\\nSALIR\\n\\nDatasets Series Organizaciones APIs Acerca\\n\\n- Indicadores\\n- Marco legal\\n- Publicá datos\\n- Herramientas\\n- Glosario\\n- Datos Geoespaciales\\n\\n### Resultados Electorales - API\\n\\nDocumentación de la API para consultar los resultados provisionales electorales históricos.\\n\\n### API de Presupuesto Abierto\\n\\nAPI Presupuesto Abierto\\n\\n### API Georef\\n\\nAccedé a la documentación de la API para normalizar unidades territoriales, provincias,departamentos, municipios y calles.\\n\\n### Series de Tiempo (API)\\n\\nAccedé a la documentación de la API que te permite consultar indicadores con evolución en el tiempo, de forma personalizada y actualizada.\\n\\n### CKAN\\n\\nConsultá los metadatos de los datasets y distribuciones del Portal a través de la API de CKAN.\\n\\nIR A NUESTRO GITHUB\\n\\nIndicadores\\n\\nMarco legal\\n\\nPublicá datos\\n\\nHerramientas\\n\\nGlosario\\n\\nDatos Geoespaciales\\n\\nContactanos\\n\\nDesarrollado por Andino con CKAN\\n\\nVersión: 2.6.3\",\n        \"position\": 4\n      },\n      {\n        \"url\": \"https://datos.gob.ar/dataset?tags=Universidades\",\n        \"title\": \"Datasets - Datos Argentina\",\n        \"description\": \"Datos Argentina - Datos\\n\\nDATASETS\\n\\n---\\n\\nSERIES\\n\\nORGANIZACIONES\\n\\nAPIs\\n\\nACERCA\\n\\nIndicadores\\n\\nMarco legal\\n\\nPublicá datos\\n\\nHerramientas\\n\\nGlosario\\n\\nDatos Geoespaciales\\n\\n---\\n\\nMI CUENTA\\n\\nAYUDA\\n\\nSALIR\\n\\nDatasets Series Organizaciones APIs Acerca\\n\\n- Datos Geoespaciales\\n- Glosario\\n- Herramientas\\n- Publicá datos\\n- Marco legal\\n- Indicadores\\n\\nclose\\n\\nIndicadores\\n\\nMarco legal\\n\\nPublicá datos\\n\\nHerramientas\\n\\nGlosario\\n\\nDatos Geoespaciales\\n\\nContactanos\\n\\nDesarrollado por Andino con CKAN\\n\\nVersión: 2.6.3\",\n        \"position\": 5\n      }\n    ]\n  }\n}",
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      "content": "{\n  \"results\": [\n    {\n      \"url\": \"https://www.presupuestoabierto.gob.ar/api/\",\n      \"title\": \"Presupuesto Abierto | API\",\n      \"content\": \"Presupuesto Abierto | API\\n\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n\\n---\\n\\nDejanos tu comentario\\n\\nPresupuesto Abierto | API\\n1. [Inicio](https://www.presupuestoabierto.gob.ar/sici/home)\\n2. API\\n### La interfaz de programación de aplicaciones (API) de Presupuesto Abierto\\n###\\n×\\n#### Advertencia\\n**\\nEl navegador no es compatible con el sitio Presupuesto Abierto.\\nUtilizá otro navegador para acceder a la funcionalidad completa\\ndel sitio.\\nAceptar\\n[Dejanos\\ntu comentario](https://www.presupuestoabierto.gob.ar/sici/dejanos-tu-comentario)\",\n      \"error\": null\n    },\n    {\n      \"url\": \"https://www.presupuestoabierto.gob.ar/sici/datos-abiertos\",\n      \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Datos abiertos\",\n      \"content\": \"Presupuesto Abierto | Sitio del ciudadano - Datos abiertos \\n\\n### Datos abiertos\\n\\n---\\n\\nEstos datos son tuyos. Podés descargarlos, analizarlos, cruzarlos con otros datos, crear aplicaciones o armar visualizaciones a partir de ellos.\\n\\n \\n\\n##### Año\\n\\nTodos los años\\n\\n---\\n\\nEstos datos están bajo la Licencia Creative Commons 4.0\\n\\n \\n\\n \\n\\nDejanos tu comentario\\n\\n\",\n      \"error\": null\n    },\n    {\n      \"url\": \"https://www.presupuestoabierto.gob.ar/sici/ejecucion-presup-de-las-transferencias\",\n      \"title\": \"Presupuesto Abierto | Sitio del ciudadano - Ejecución presupuestaria de las transferencias\",\n      \"content\": \"Presupuesto Abierto | Sitio del ciudadano - Ejecución presupuestaria de las transferencias -- -- --\\n\\n### Ejecución presupuestaria de las transferencias\\n\\n---\\n\\nDeslizá a la izquierda para visualizar el reporte.\\n\\n---\\n\\n##### ¿Te resultó útil?\\n\\nSi No\\n\\nCancelar Enviar\\n\\nDejanos tu comentario\",\n      \"error\": null\n    }\n  ]\n}",
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      "finish_reason": "tool_calls",
      "reasoning_content": "**Searching for API docs**\n\nI think I need to find the API documentation, but it seems like it might be hidden in JavaScript. So I'm considering fetching the HTML instead to see if I can locate the information I need. There’s definitely a method for accessing what’s obscured, but I want to make sure I’m approaching it correctly. Let’s see if I can uncover those docs efficiently!",
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      "content": "{\"output\": \"200 https://www.presupuestoabierto.gob.ar/api/ 13520\\n<!DOCTYPE html>\\n<html lang=\\\"es-AR\\\">\\n\\n<head>\\n<meta http-equiv=\\\"Content-Type\\\" content=\\\"text/html; charset=UTF-8\\\">\\n<title>Presupuesto Abierto | API</title>\\n\\n<link rel=\\\"stylesheet\\\" href=\\\"css/roboto-fontface.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/bootstrap.min.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/font-awesome.min.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/poncho.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/icono-arg.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/sici.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/pac.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/json-viewer.css\\\" />\\n\\n<script src=\\\"javascript/jquery-3.2.1.min.js\\\"></script>\\n<script src=\\\"javascript/bootstrap.min.js\\\"></script>\\n<script src=\\\"javascript/navegador-no-soportado.js\\\"></script>\\n<script src=\\\"javascript/json-viewer.js\\\"></script>\\n\\n</head>\\n\\n<body>\\n\\t<header>\\n\\t\\t<nav class=\\\"navbar navbar-top navbar-default border-bottom-amarillo\\\">\\n\\t\\t\\t<div id=\\\"header\\\" class=\\\"container-fluid\\\">\\t\\t\\t\\n\\t\\t\\t\\t<div class=\\\"row align-items-center nomargin\\\">\\n\\t\\t\\t\\t\\t<div\\n\\t\\t\\t\\t\\t\\tclass=\\\"col-xs-1\\n['https://www.presupuestoabierto.gob.ar/sici/home', 'https://www.presupuestoabierto.gob.ar/sici/home', 'https://www.presupuestoabierto.gob.ar/sici/datos-abiertos', 'https://www.presupuestoabierto.gob.ar/sici/visualizaciones', 'https://www.presupuestoabierto.gob.ar/sici/notificaciones', 'https://www.presupuestoabierto.gob.ar/sici/saber-mas', 'https://www.presupuestoabierto.gob.ar/sici/home', 'https://www.presupuestoabierto.gob.ar/sici/api-pac', 'https://www.presupuestoabierto.gob.ar/sici/dejanos-tu-comentario', 'https://creativecommons.org/licenses/by/4.0/', 'https://www.presupuestoabierto.gob.ar/sici/home', 'https://www.presupuestoabierto.gob.ar/sici/home', 'https://www.presupuestoabierto.gob.ar/sici/datos-abiertos', 'https://www.presupuestoabierto.gob.ar/sici/visualizaciones', 'https://www.presupuestoabierto.gob.ar/sici/saber-mas', 'https://www.presupuestoabierto.gob.ar/sici/mapa-del-sitio', 'https://www.presupuestoabierto.gob.ar/sici/novedades', 'https://www.google-analytics.com/analytics.js']\\n['api/v1/credito', 'api/jsonCredito', 'api/v1/recurso', 'api/jsonRecurso', 'api/v1/pef', 'api/jsonPef', 'api/v1/transversal_financiero', 'api/jsonTransversalFinanciero']\", \"exit_code\": 0, \"error\": null}",
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      "role": "tool",
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      "content": "{\"output\": \"KEY jsonCredito idx 4648\\njemplos de\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tConsultas</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"puntos\\\"  style=\\\"cursor:pointer\\\" onclick=\\\"cambiarActive('puntos')\\\"><a\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-toggle=\\\"collapse\\\" data-target=\\\"#collapseExample\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\taria-expanded=\\\"false\\\" aria-controls=\\\"collapseExample\\\">Especificación\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tde Endpoints</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"collapseExample\\\" >\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"credito0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#credito\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"credito\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Crédito\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/credito)</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"credito\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"traerListadoItem('json/itemCredito.txt')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">Especificación\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tde Columnas</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"mostrarDetalleJson('/api/jsonCredito')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 00; margin-left: 20px\\\">Esquema</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"recurso0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#recurso\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"recurso\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Recurso\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/recurso)</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"recurso\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\" traerListadoItem('json/itemRecurso.txt')\\\" >\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tEspecificación de Columnas</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"mostrarDetalleJson('/api/jsonRecurso')\\\" class=\\\"mt-3\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t <a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">Esquema</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"pef0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#pef\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"pef\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Programación y Ejecución Fisica\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/pef)</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"pef\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"traerListadoItem('json/itemPef.txt')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t <a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tEspecificación de Columnas</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"mostrarDetalleJson('/api/jsonPef')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">Esquema</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"tranversal_financiero0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#tranversal_financiero\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"tranversal_financiero\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Análisis transversal financiero\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/transversa\\n\\nKEY api/v1/credito idx 4269\\nding-xlg-1\\\" >\\n\\t\\t\\t\\t\\t\\t<nav class=\\\"page-sidebar\\\">\\n\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"intro\\\" style=\\\"cursor:pointer\\\"><a  onclick=\\\"introduccion()\\\" >Introducción</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"como\\\" style=\\\"cursor:pointer\\\"><a onclick=\\\"comoUtilizar()\\\" >¿Cómo\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tutilizar la API?</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"post\\\" style=\\\"cursor:pointer\\\"><a  onclick=\\\"ejemplos()\\\" >Ejemplos de\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tConsultas</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"puntos\\\"  style=\\\"cursor:pointer\\\" onclick=\\\"cambiarActive('puntos')\\\"><a\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-toggle=\\\"collapse\\\" data-target=\\\"#collapseExample\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\taria-expanded=\\\"false\\\" aria-controls=\\\"collapseExample\\\">Especificación\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tde Endpoints</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"collapseExample\\\" >\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"credito0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#credito\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"credito\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Crédito\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/credito)</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"credito\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"traerListadoItem('json/itemCredito.txt')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">Especificación\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tde Columnas</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"mostrarDetalleJson('/api/jsonCredito')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 00; margin-left: 20px\\\">Esquema</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"recurso0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#recurso\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"recurso\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Recurso\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/recurso)</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"recurso\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\" traerListadoItem('json/itemRecurso.txt')\\\" >\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tEspecificación de Columnas</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"mostrarDetalleJson('/api/jsonRecurso')\\\" class=\\\"mt-3\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t <a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">Esquema</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</ul>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li id=\\\"pef0\\\"><a data-toggle=\\\"collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tdata-target=\\\"#pef\\\" aria-expanded=\\\"false\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\taria-controls=\\\"pef\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tstyle=\\\"font-size: 12pt; margin-left: 10px;\\\">Programación y Ejecución Fisica\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t(/api/v1/pef)</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"collapse\\\" id=\\\"pef\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav nav-pills nav-stacked\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"traerListadoItem('json/itemPef.txt')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t <a style=\\\"font-size: 11pt; font-weight: 500; margin-left: 20px\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\tEspecificación de Columnas</a>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t</li>\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<li onclick=\\\"mostrarDetalleJson('/api/jsonPef')\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t\\t<a style=\\\"font-size: 11pt; font-weight: 500; margin-le\\n\\nKEY transfer idx -1\\n<!DOCTYPE html>\\n<html lang=\\\"es-AR\\\">\\n\\n<head>\\n<meta http-equiv=\\\"Content-Type\\\" content=\\\"text/html; charset=UTF-8\\\">\\n<title>Presupuesto Abierto | API</title>\\n\\n<link rel=\\\"stylesheet\\\" href=\\\"css/roboto-fontface.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/bootstrap.min.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/font-awesome.min.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/poncho.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/icono-arg.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/sici.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/pac.css\\\">\\n<link rel=\\\"stylesheet\\\" href=\\\"css/json-viewer.css\\\" />\\n\\n<script src=\\\"javascript/jquery-3.2.1.min.js\\\"></script>\\n<script src=\\\"javascript/bootstrap.min.js\\\"></script>\\n<script src=\\\"javascript/navegador-no-soportado.js\\\"></script>\\n<script src=\\\"javascript/json-viewer.js\\\"></script>\\n\\n</head>\\n\\n<body>\\n\\t<header>\\n\\t\\t<nav class=\\\"navbar navbar-top navbar-default border-bottom-amarillo\\\">\\n\\t\\t\\t<div id=\\\"header\\\" class=\\\"container-fluid\\\">\\t\\t\\t\\n\\t\\t\\t\\t<div class=\\\"row align-items-center nomargin\\\">\\n\\t\\t\\t\\t\\t<div\\n\\t\\t\\t\\t\\t\\tclass=\\\"col-xs-12 col-xs-offset-0 col-sm-11 col-sm-offset-1 col-lg-offset-1 padding-xlg-1 nopadding\\\">\\n\\t\\t\\t\\t\\t\\t<div class=\\\"navbar-header\\\">\\n\\t\\t\\t\\t\\t\\t\\t<button type=\\\"button\\\" class=\\\"navbar-toggle collapsed\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\tdata-toggle=\\\"collapse\\\" data-target=\\\"#main-navbar-collapse\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\taria-expanded=\\\"false\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<span class=\\\"sr-only\\\">Toggle navigation</span> <span\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tclass=\\\"icon-bar\\\"></span> <span class=\\\"icon-bar\\\"></span> <span\\n\\t\\t\\t\\t\\t\\t\\t\\t\\tclass=\\\"icon-bar\\\"></span>\\n\\t\\t\\t\\t\\t\\t\\t</button>\\n\\t\\t\\t\\t\\t\\t\\t<a class=\\\"navbar-brand nopaddinRight\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\thref=\\\"https://www.presupuestoabierto.gob.ar/sici/home\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<div class=\\\"brand\\\"\\n\\t\\t\\t\\t\\t\\t\\t\\t\\ttitle=\\\"Presupuesto Abierto - Ministerio de Hacienda Presidencia de la Nación\\\"></div>\\n\\t\\t\\t\\t\\t\\t\\t</a>\\n\\t\\t\\t\\t\\t\\t</div>\\n\\t\\t\\t\\t\\t\\t<div class=\\\"collapse navbar-collapse\\\" id=\\\"main-navbar-collapse\\\">\\n\\t\\t\\t\\t\\t\\t\\t<ul class=\\\"nav navbar-nav navbar-right\\\">\\n\\t\\t\\t\\t\\t\\t\\t\\t<li><a href=\\\"https://www.presupuestoabierto.gob.ar/sici/home\\\">Inicio</a></li>\\n\\t\\t\\t\\t\\t\\t\\t\\t<li><a href=\\\"https://www.presupuestoabierto.gob.ar/sici/datos-abierto\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_aYm5CCLjYoNCs5NYrV7b0QkS"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_na3l40CSw1mSXVsQODizU7sM",
          "call_id": "call_na3l40CSw1mSXVsQODizU7sM",
          "response_item_id": "fc_088aa1eaf2c34011016a033d01de1081919cfe43c045f3de18",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests\\nbase='https://www.presupuestoabierto.gob.ar/'\\nfor p in ['api/jsonCredito','api/jsonRecurso','api/jsonPef','api/jsonTransversalFinanciero','api/jsonCredito/','api/jsonRecurso/']:\\n r=requests.get(base+p,timeout=20)\\n print('\\\\n',p,r.status_code,r.headers.get('content-type'))\\n print(r.text[:1000])\\nfor p in ['api/json/itemCredito.txt','api/json/itemRecurso.txt','api/json/itemPef.txt','api/json/itemTransversalFinanciero.txt','api/json/itemTransversal_financiero.txt','json/itemCredito.txt']:\\n r=requests.get(base+p,timeout=20)\\n print('\\\\n',p,r.status_code)\\n print(r.text[:500])\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"api/jsonCredito 200 text/plain;charset=UTF-8\\n{\\n\\t\\\"$schema\\\": \\\"http://json-schema.org/draft-07/schema#\\\",\\n\\t\\\"$id\\\": \\\"https://www.presupuestoabierto.gob.ar/api/json/query-credito.schema.json\\\",\\n\\t\\\"title\\\": \\\"Esquema que describe consultas sobre el credito del presupuesto\\\",\\n\\t\\\"description\\\": \\\"Esquema que describe las consultas válidas sobre el credito del presupuesto\\\",\\n\\t\\\"definitions\\\": {\\n\\t\\t\\\"columnDef\\\": {\\n\\t\\t\\t\\\"$id\\\": \\\"#columnDef\\\",\\n\\t\\t\\t\\\"enum\\\": [\\n\\t\\t\\t\\t\\\"impacto_presupuestario_fecha\\\",\\n\\t\\t\\t\\t\\\"impacto_presupuestario_anio\\\",\\n\\t\\t\\t\\t\\\"impacto_presupuestario_mes\\\",\\n\\t\\t\\t\\t\\\"ejercicio_presupuestario\\\",\\n\\t\\t\\t\\t\\\"sector_id\\\",\\n\\t\\t\\t\\t\\\"sector_desc\\\",\\n\\t\\t\\t\\t\\\"subsector_id\\\",\\n\\t\\t\\t\\t\\\"subsector_desc\\\",\\n\\t\\t\\t\\t\\\"caracter_id\\\",\\n\\t\\t\\t\\t\\\"caracter_desc\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"entidad_id\\\",\\n\\t\\t\\t\\t\\\"entidad_desc\\\",\\n\\t\\t\\t\\t\\\"servicio_id\\\",\\n\\t\\t\\t\\t\\\"servicio_desc\\\",\\n\\t\\t\\t\\t\\\"programa_id\\\",\\n\\t\\t\\t\\t\\\"programa_desc\\\",\\n\\t\\t\\t\\t\\\"subprograma_id\\\",\\n\\t\\t\\t\\t\\\"subprograma_desc\\\",\\n\\t\\t\\t\\t\\\"proyecto_id\\\",\\n\\t\\t\\t\\t\\\"proyecto_desc\\\",\\n\\t\\t\\t\\t\\\"actividad_id\\\",\\n\\t\\t\\t\\t\\\"actividad_desc\\\",\\n\\t\\t\\t\\t\\\"obra_id\\n\\n api/jsonRecurso 200 text/plain;charset=UTF-8\\n{\\n\\t\\\"$schema\\\": \\\"http://json-schema.org/draft-07/schema#\\\",\\n\\t\\\"$id\\\": \\\"https://www.presupuestoabierto.gob.ar/api/json/query-recurso.schema.json\\\",\\n\\t\\\"title\\\": \\\"Esquema que describe consultas sobre recursos del presupuesto\\\",\\n\\t\\\"description\\\": \\\"Esquema que describe las consultas válidas sobre recursos del presupuesto\\\",\\n\\t\\\"definitions\\\": {\\n\\t\\t\\\"columnDef\\\": {\\n\\t\\t\\t\\\"$id\\\": \\\"#columnDef\\\",\\n\\t\\t\\t\\\"enum\\\": [\\n\\t\\t\\t\\t\\\"impacto_presupuestario_fecha\\\",\\n\\t\\t\\t\\t\\\"impacto_presupuestario_anio\\\",\\n\\t\\t\\t\\t\\\"impacto_presupuestario_mes\\\",\\n\\t\\t\\t\\t\\\"ejercicio_presupuestario\\\",\\n\\t\\t\\t\\t\\\"sector_id\\\",\\n\\t\\t\\t\\t\\\"sector_desc\\\",\\n\\t\\t\\t\\t\\\"subsector_id\\\",\\n\\t\\t\\t\\t\\\"subsector_desc\\\",\\n\\t\\t\\t\\t\\\"caracter_id\\\",\\n\\t\\t\\t\\t\\\"caracter_desc\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"entidad_id\\\",\\n\\t\\t\\t\\t\\\"entidad_desc\\\",\\n\\t\\t\\t\\t\\\"servicio_id\\\",\\n\\t\\t\\t\\t\\\"servicio_desc\\\",\\n\\t\\t\\t\\t\\\"tipo_id\\\",\\n\\t\\t\\t\\t\\\"tipo_desc\\\",\\n\\t\\t\\t\\t\\\"clase_id\\\",\\n\\t\\t\\t\\t\\\"clase_desc\\\",\\n\\t\\t\\t\\t\\\"concepto_id\\\",\\n\\t\\t\\t\\t\\\"concepto_desc\\\",\\n\\t\\t\\t\\t\\\"subconcepto_id\\\",\\n\\t\\t\\t\\t\\\"subconcepto_desc\\\",\\n\\t\\t\\t\\t\\\"fuente_financiamiento_id\\\",\\n\\n\\n api/jsonPef 200 text/plain;charset=UTF-8\\n{\\n\\t\\\"$schema\\\": \\\"http://json-schema.org/draft-07/schema#\\\",\\n\\t\\\"$id\\\": \\\"https://www.presupuestoabierto.gob.ar/api/json/query-pef.schema.json\\\",\\n\\t\\\"title\\\": \\\"Esquema que describe consultas sobre la programación y avance de la ejecución fÍsica\\\",\\n\\t\\\"description\\\": \\\"Esquema que describe las consultas válidas sobre la Programación y avance de la ejecución fÍsica\\\",\\n\\t\\\"definitions\\\": {\\n\\t\\t\\\"columnDef\\\": {\\n\\t\\t\\t\\\"$id\\\": \\\"#columnDef\\\",\\n\\t\\t\\t\\\"enum\\\": [\\n\\t\\t\\t\\t\\\"ejercicio_presupuestario\\\",\\n\\t\\t\\t\\t\\\"trimestre\\\",\\n\\t\\t\\t\\t\\\"finalidad_id\\\",\\n\\t\\t\\t\\t\\\"finalidad_desc\\\",\\n\\t\\t\\t\\t\\\"funcion_id\\\",\\n\\t\\t\\t\\t\\\"funcion_desc\\\",\\n\\t\\t\\t\\t\\\"sector_id\\\",\\n\\t\\t\\t\\t\\\"sector_desc\\\",\\n\\t\\t\\t\\t\\\"subsector_id\\\",\\n\\t\\t\\t\\t\\\"subsector_desc\\\",\\n\\t\\t\\t\\t\\\"caracter_id\\\",\\n\\t\\t\\t\\t\\\"caracter_desc\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"entidad_id\\\",\\n\\t\\t\\t\\t\\\"entidad_desc\\\",\\n\\t\\t\\t\\t\\\"servicio_id\\\",\\n\\t\\t\\t\\t\\\"servicio_desc\\\",\\n\\t\\t\\t\\t\\\"programa_id\\\",\\n\\t\\t\\t\\t\\\"programa_desc\\\",\\n\\t\\t\\t\\t\\\"subprograma_id\\\",\\n\\t\\t\\t\\t\\\"subprograma_desc\\\",\\n\\t\\t\\t\\t\\\"proyecto_id\\\",\\n\\t\\t\\t\\t\\\"proyecto_desc\\\",\\n\\t\\t\\t\\t\\\"actividad_id\\\",\\n\\t\\t\\t\\t\\n\\n api/jsonTransversalFinanciero 200 text/plain;charset=UTF-8\\n{\\n\\t\\\"$schema\\\": \\\"http://json-schema.org/draft-07/schema#\\\",\\n\\t\\\"$id\\\": \\\"https://www.presupuestoabierto.gob.ar/api/json/query-transversal_financiero.schema.json\\\",\\n\\t\\\"title\\\": \\\"Esquema que describe consultas de Análisis Transversales del presupuesto\\\",\\n\\t\\\"description\\\": \\\"Esquema que describe consultas de Análisis Transversales del presupuesto\\\",\\n\\t\\\"definitions\\\": {\\n\\t\\t\\\"columnDef\\\": {\\n\\t\\t\\t\\\"$id\\\": \\\"#columnDef\\\",\\n\\t\\t\\t\\\"enum\\\": [\\n\\t\\t\\t    \\\"ejercicio_presupuestario\\\",\\t\\n\\t\\t\\t    \\\"sector_id\\\",\\n\\t\\t\\t\\t\\\"sector_desc\\\",\\n\\t\\t\\t\\t\\\"subsector_id\\\",\\n\\t\\t\\t\\t\\\"subsector_desc\\\",\\t\\t    \\n\\t\\t\\t    \\\"caracter_id\\\",\\n\\t\\t\\t\\t\\\"caracter_desc\\\",\\t\\t\\t    \\n\\t\\t\\t    \\\"jurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"jurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_id\\\",\\n\\t\\t\\t\\t\\\"subjurisdiccion_desc\\\",\\n\\t\\t\\t\\t\\\"entidad_id\\\",\\n\\t\\t\\t\\t\\\"entidad_desc\\\",\\n\\t\\t\\t\\t\\\"servicio_id\\\",\\n\\t\\t\\t\\t\\\"servicio_desc\\\",\\n\\t\\t\\t\\t\\\"programa_id\\\",\\n\\t\\t\\t    \\\"programa_desc\\\",\\n\\t\\t\\t    \\\"subprograma_id\\\",\\n\\t\\t\\t    \\\"subprograma_desc\\\",\\n\\t\\t\\t    \\\"proyecto_id\\\",\\n\\t\\t\\t    \\\"proyecto_desc\\\",\\n\\t\\t\\t    \\\"actividad_id\\\",\\n\\t\\t\\t    \\\"actividad_desc\\\",\\n\\t\\t\\t    \\\"obra_id\\\",\\n\\t\\t\\t    \\\"obra_desc\\\",\\n\\t\\t\\t\\t\\\"finali\\n\\n api/jsonCredito/ 404 application/json\\n{\\\"timestamp\\\":\\\"2026-05-12T14:45:30.074+00:00\\\",\\\"status\\\":404,\\\"error\\\":\\\"Not Found\\\",\\\"path\\\":\\\"/api/jsonCredito/\\\"}\\n\\n api/jsonRecurso/ 404 application/json\\n{\\\"timestamp\\\":\\\"2026-05-12T14:45:30.238+00:00\\\",\\\"status\\\":404,\\\"error\\\":\\\"Not Found\\\",\\\"path\\\":\\\"/api/jsonRecurso/\\\"}\\n\\n api/json/itemCredito.txt 200\\n��N\\u0000O\\u0000M\\u0000B\\u0000R\\u0000E\\u0000;\\u0000T\\u0000I\\u0000P\\u0000O\\u0000;\\u0000D\\u0000E\\u0000S\\u0000C\\u0000R\\u0000I\\u0000P\\u0000C\\u0000I\\u0000�\\u0000N\\u0000\\r\\u0000\\n\\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000_\\u0000f\\u0000e\\u0000c\\u0000h\\u0000a\\u0000;\\u0000F\\u0000e\\u0000c\\u0000h\\u0000a\\u0000;\\u0000\\t\\u0000F\\u0000e\\u0000c\\u0000h\\u0000a\\u0000 \\u0000c\\u0000o\\u0000m\\u0000p\\u0000l\\u0000e\\u0000t\\u0000a\\u0000 \\u0000e\\u0000n\\u0000 \\u0000l\\u0000a\\u0000 \\u0000c\\u0000u\\u0000a\\u0000l\\u0000 \\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000�\\u0000 \\u0000e\\u0000l\\u0000 \\u0000C\\u0000r\\u0000�\\u0000d\\u0000i\\u0000t\\u0000o\\u0000.\\u0000\\r\\u0000\\n\\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000_\\u0000a\\u0000n\\u0000i\\u0000o\\u0000;\\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000A\\u0000�\\u0000o\\u0000 \\u0000c\\u0000a\\u0000l\\u0000e\\u0000n\\u0000d\\u0000a\\u0000r\\u0000i\\u0000o\\u0000 \\u0000e\\u0000n\\u0000 \\u0000e\\u0000l\\u0000 \\u0000c\\u0000u\\u0000a\\u0000l\\u0000 \\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000�\\u0000 \\u0000e\\u0000l\\u0000 \\u0000C\\u0000r\\u0000�\\u0000d\\u0000i\\u0000t\\u0000o\\u0000.\\u0000 \\u0000\\r\\u0000\\n\\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000_\\u0000m\\u0000e\\u0000s\\u0000;\\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000N\\u0000�\\u0000m\\u0000e\\u0000r\\u0000o\\u0000\\n\\n api/json/itemRecurso.txt 200\\n��N\\u0000O\\u0000M\\u0000B\\u0000R\\u0000E\\u0000;\\u0000T\\u0000I\\u0000P\\u0000O\\u0000;\\u0000D\\u0000E\\u0000S\\u0000C\\u0000R\\u0000I\\u0000P\\u0000C\\u0000I\\u0000�\\u0000N\\u0000\\t\\u0000\\t\\u0000\\r\\u0000\\n\\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000_\\u0000f\\u0000e\\u0000c\\u0000h\\u0000a\\u0000;\\u0000 \\u0000F\\u0000e\\u0000c\\u0000h\\u0000a\\u0000;\\u0000 \\u0000F\\u0000e\\u0000c\\u0000h\\u0000a\\u0000 \\u0000c\\u0000o\\u0000m\\u0000p\\u0000l\\u0000e\\u0000t\\u0000a\\u0000 \\u0000e\\u0000n\\u0000 \\u0000e\\u0000l\\u0000 \\u0000c\\u0000u\\u0000a\\u0000l\\u0000 \\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000�\\u0000 \\u0000e\\u0000l\\u0000 \\u0000R\\u0000e\\u0000c\\u0000u\\u0000r\\u0000s\\u0000o\\u0000.\\u0000 \\u0000\\t\\u0000\\t\\u0000\\r\\u0000\\n\\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000_\\u0000a\\u0000n\\u0000i\\u0000o\\u0000;\\u0000 \\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000 \\u0000A\\u0000�\\u0000o\\u0000 \\u0000c\\u0000a\\u0000l\\u0000e\\u0000n\\u0000d\\u0000a\\u0000r\\u0000i\\u0000o\\u0000 \\u0000e\\u0000n\\u0000 \\u0000e\\u0000l\\u0000 \\u0000c\\u0000u\\u0000a\\u0000l\\u0000 \\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000�\\u0000 \\u0000e\\u0000l\\u0000 \\u0000R\\u0000e\\u0000c\\u0000u\\u0000r\\u0000s\\u0000o\\u0000.\\u0000 \\u0000\\t\\u0000\\t\\u0000\\r\\u0000\\n\\u0000i\\u0000m\\u0000p\\u0000a\\u0000c\\u0000t\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000_\\u0000m\\u0000e\\u0000s\\u0000;\\u0000 \\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000\\n\\n api/json/itemPef.txt 200\\n��N\\u0000O\\u0000M\\u0000B\\u0000R\\u0000E\\u0000;\\u0000T\\u0000I\\u0000P\\u0000O\\u0000;\\u0000D\\u0000E\\u0000S\\u0000C\\u0000R\\u0000I\\u0000P\\u0000C\\u0000I\\u0000�\\u0000N\\u0000\\t\\u0000\\t\\u0000\\r\\u0000\\n\\u0000e\\u0000j\\u0000e\\u0000r\\u0000c\\u0000i\\u0000c\\u0000i\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000;\\u0000 \\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000 \\u0000E\\u0000j\\u0000e\\u0000r\\u0000c\\u0000i\\u0000c\\u0000i\\u0000o\\u0000 \\u0000P\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000\\r\\u0000\\n\\u0000t\\u0000r\\u0000i\\u0000m\\u0000e\\u0000s\\u0000t\\u0000r\\u0000e\\u0000;\\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000N\\u0000�\\u0000m\\u0000e\\u0000r\\u0000o\\u0000 \\u0000d\\u0000e\\u0000 \\u0000T\\u0000r\\u0000i\\u0000m\\u0000e\\u0000s\\u0000t\\u0000r\\u0000e\\u0000\\r\\u0000\\n\\u0000f\\u0000i\\u0000n\\u0000a\\u0000l\\u0000i\\u0000d\\u0000a\\u0000d\\u0000_\\u0000i\\u0000d\\u0000;\\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000C\\u0000�\\u0000d\\u0000i\\u0000g\\u0000o\\u0000 \\u0000d\\u0000e\\u0000 \\u0000l\\u0000a\\u0000 \\u0000F\\u0000i\\u0000n\\u0000a\\u0000l\\u0000i\\u0000d\\u0000a\\u0000d\\u0000.\\u0000\\r\\u0000\\n\\u0000f\\u0000i\\u0000n\\u0000a\\u0000l\\u0000i\\u0000d\\u0000a\\u0000d\\u0000_\\u0000d\\u0000e\\u0000s\\u0000c\\u0000;\\u0000C\\u0000a\\u0000d\\u0000e\\u0000n\\u0000a\\u0000 \\u0000d\\u0000e\\u0000 \\u0000c\\u0000a\\u0000r\\u0000a\\u0000c\\u0000t\\u0000e\\u0000r\\u0000e\\u0000s\\u0000;\\u0000D\\u0000e\\u0000s\\u0000c\\u0000r\\u0000i\\u0000p\\u0000c\\u0000i\\u0000�\\u0000n\\u0000 \\u0000d\\u0000e\\u0000 \\u0000l\\u0000\\n\\n api/json/itemTransversalFinanciero.txt 200\\n��N\\u0000O\\u0000M\\u0000B\\u0000R\\u0000E\\u0000;\\u0000T\\u0000I\\u0000P\\u0000O\\u0000;\\u0000D\\u0000E\\u0000S\\u0000C\\u0000R\\u0000I\\u0000P\\u0000C\\u0000I\\u0000�\\u0000N\\u0000\\t\\u0000\\t\\u0000\\r\\u0000\\n\\u0000e\\u0000j\\u0000e\\u0000r\\u0000c\\u0000i\\u0000c\\u0000i\\u0000o\\u0000_\\u0000p\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000;\\u0000 \\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000 \\u0000E\\u0000j\\u0000e\\u0000r\\u0000c\\u0000i\\u0000c\\u0000i\\u0000o\\u0000 \\u0000P\\u0000r\\u0000e\\u0000s\\u0000u\\u0000p\\u0000u\\u0000e\\u0000s\\u0000t\\u0000a\\u0000r\\u0000i\\u0000o\\u0000\\r\\u0000\\n\\u0000s\\u0000e\\u0000c\\u0000t\\u0000o\\u0000r\\u0000_\\u0000i\\u0000d\\u0000;\\u0000N\\u0000u\\u0000m\\u0000�\\u0000r\\u0000i\\u0000c\\u0000o\\u0000 \\u0000e\\u0000n\\u0000t\\u0000e\\u0000r\\u0000o\\u0000;\\u0000C\\u0000�\\u0000d\\u0000i\\u0000g\\u0000o\\u0000 \\u0000d\\u0000e\\u0000l\\u0000 \\u0000S\\u0000e\\u0000c\\u0000t\\u0000o\\u0000r\\u0000 \\u0000d\\u0000e\\u0000l\\u0000 \\u0000S\\u0000e\\u0000c\\u0000t\\u0000o\\u0000r\\u0000 \\u0000I\\u0000n\\u0000s\\u0000t\\u0000i\\u0000t\\u0000u\\u0000c\\u0000i\\u0000o\\u0000n\\u0000a\\u0000l\\u0000.\\u0000 \\u0000\\r\\u0000\\n\\u0000s\\u0000e\\u0000c\\u0000t\\u0000o\\u0000r\\u0000_\\u0000d\\u0000e\\u0000s\\u0000c\\u0000;\\u0000C\\u0000a\\u0000d\\u0000e\\u0000n\\u0000a\\u0000 \\u0000d\\u0000e\\u0000 \\u0000c\\u0000a\\u0000r\\u0000a\\u0000c\\u0000t\\u0000e\\u0000r\\u0000e\\u0000s\\u0000;\\u0000D\\u0000e\\u0000s\\u0000c\\u0000r\\u0000i\\u0000p\\u0000c\\u0000i\\u0000�\\u0000n\\u0000 \\u0000d\\u0000e\\u0000l\\u0000 \\u0000S\\u0000e\\u0000c\\u0000t\\u0000o\\u0000r\\u0000 \\u0000d\\u0000e\\u0000l\\u0000 \\u0000S\\u0000e\\u0000c\\u0000t\\u0000o\\u0000r\\u0000 \\u0000I\\u0000n\\u0000s\\u0000t\\u0000i\\u0000t\\u0000u\\u0000c\\u0000i\\u0000o\\u0000n\\u0000a\\u0000l\\u0000.\\u0000\\n\\n api/json/itemTransversal_financiero.txt 404\\n{\\\"timestamp\\\":\\\"2026-05-12T14:45:31.035+00:00\\\",\\\"status\\\":404,\\\"error\\\":\\\"Not Found\\\",\\\"path\\\":\\\"/api/json/itemTransversal_financiero.txt\\\"}\\n\\n json/itemCredito.txt 404\\n<!DOCTYPE html>\\r\\n<html>\\r\\n<head>\\r\\n      <meta charset=\\\"utf-8\\\" />\\r\\n      <meta http-equiv=\\\"X-UA-Compatible\\\" content=\\\"IE=edge\\\" />\\r\\n      <meta name=\\\"viewport\\\" content=\\\"width=device-width, initial-scale=1\\\" />\\r\\n<style>\\r\\n@font-face {\\r\\n  font-family: \\\"Roboto script=all rev=2\\\";\\r\\n  font-style: normal;\\r\\n  font-weight: 700;\\r\\n  src: url(\\\"https://fonts.gstatic.com/l/font?kit=_3of8ywLEpmdcJBd-QqMwpq2_oImrIbIXRVNiie__o_G7VffaUiHUOb-2xT80FuQ0q8D79ib0EJgaPPWcXoolg&skey=c06e7213f788649e&v=v16\\\") format(\\\"woff2\\\");\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_na3l40CSw1mSXVsQODizU7sM"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Considering test query needs**\n\nI need to formulate a test query to ensure everything works as expected. It's crucial to have a clear schema for the request properties to define how the data should be structured. I should think about what specific properties I need to include and ensure they align with the requirements. This kind of preparation will help avoid any errors down the line, so I want to be thorough in this step!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Considering test query needs**\n\nI need to formulate a test query to ensure everything works as expected. It's crucial to have a clear schema for the request properties to define how the data should be structured. I should think about what specific properties I need to include and ensure they align with the requirements. This kind of preparation will help avoid any errors down the line, so I want to be thorough in this step!",
      "codex_reasoning_items": [
        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqAz0RtqzhQ9V8EZliYtLqqd4pHA5tUrwdHRLpquMlvUJ_OPKXHm7xLDT6_4fGBpU7N4lZ7mI7HEd-SthZ-8-3wy_C4QCFYXQnLTsdOxUPm4f9q1N6mYts_1VVWph5GUhUb3OSNK_QqnhP7GtoJHN-MgzLSM8D_qlcBmNtUZU6hdlAoZfyBeAZXeEkoJFCwd_sPV9fyCrGQgBeFhclKP3pweuo40qXsjT2ZT0A9Z5p4Tg85_D0DfVCW8_gffDRez5QgZEgaYQjpcCNU9MTYjTH6oYKE_4_PqE280qEXD6UowQg-KjGBSxSDhGlB7Fo1bgKI1ul96TgSG_A-_aHsA3QfhfpqCedEjTsD44G8qAcGrnanSuW1uk8atQFSgcKE0xTd-nHTUQs76IlayJOUTj4fvhYQKWlGckAbOzW_eSzY_vQfzVqBNYiX2RC7pPKCzhAI9B-Gi1Wv7aiIWVdcrOlTy8cI3rj3mAzvizpamZqzl48fxnzL11IKBFvcXbozFKF6UbjNT6J2upcqxfN-av5-mF4MRWkZMWUQ11xazd81D3PUURla2Aw2gIFi5CwO2Uh8usvuGXrqKM6XOugkbteegpGYWzdnpwYBeW1ecUYmpCiEj_7PhbhkNjNDxdKgMooY0jQQU8jQ1z6tyT5YIetMTlROjC2sxrvHEc94Xbo8ok5x0WEcO8ZQ8IGI9MfUVjGlbZ79vAdWEnKcBiVSvP-zCc1KjXvnoBtjnGLhuHrggaaZdeo9P6MaMxuGgrFcvQ2y0UMGyfKvlPZVFyBNuwlqaRxoOFsFwmo7AV8K0j7eeI5HXQPU0KFqAVG5l6ipRBf56lyWlefjJvr9vRZuVjj4nb6z8SbeW7n_OWI15X5-Jjo5ahTjQj7L13VB8TtXnh5MTzBR8_tvyFhQMIHyONPXrZhSXZlLPFzLqHoLe_MsHCpwTpT5lPEB0qCDVdwaa-_cMfXdLk81CMROgzbLY4ae87uyeCWv6qdITiNo1GY-Rm7p58=",
          "id": "rs_08b057a8a30d42c7016a033d0efb788191853dd6f33fab906f",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Considering test query needs**\n\nI need to formulate a test query to ensure everything works as expected. It's crucial to have a clear schema for the request properties to define how the data should be structured. I should think about what specific properties I need to include and ensure they align with the requirements. This kind of preparation will help avoid any errors down the line, so I want to be thorough in this step!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_QKyiJ4nIgeAeM9YreOB5xkXa",
          "call_id": "call_QKyiJ4nIgeAeM9YreOB5xkXa",
          "response_item_id": "fc_08b057a8a30d42c7016a033d112814819186ff8511ca07d58e",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nschema=requests.get('https://www.presupuestoabierto.gob.ar/api/jsonCredito',timeout=20).json()\\nprint(json.dumps(schema.get('properties',{}),ensure_ascii=False,indent=2)[:4000])\\nprint(schema.get('required'))\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"{\\n  \\\"title\\\": {\\n    \\\"type\\\": \\\"string\\\",\\n    \\\"title\\\": \\\"Un título para describir la consulta. Es informativo.\\\"\\n  },\\n  \\\"ejercicios\\\": {\\n    \\\"type\\\": \\\"array\\\",\\n    \\\"title\\\": \\\"Lista de ejercicios presupuestarios sobre los que se quiere consultar. Por defecto se tomará el vigente\\\",\\n    \\\"uniqueItems\\\": true,\\n    \\\"minItems\\\": 1,\\n    \\\"items\\\": {\\n      \\\"$ref\\\": \\\"#ejercicioFilterDef\\\",\\n      \\\"default\\\": [\\n        \\\"vigente\\\"\\n      ]\\n    }\\n  },\\n  \\\"columns\\\": {\\n    \\\"type\\\": \\\"array\\\",\\n    \\\"title\\\": \\\"Conjunto de columnas separadas por coma\\\",\\n    \\\"minItems\\\": 1,\\n    \\\"uniqueItems\\\": true,\\n    \\\"items\\\": {\\n      \\\"$ref\\\": \\\"#columnDef\\\"\\n    }\\n  },\\n  \\\"filters\\\": {\\n    \\\"$ref\\\": \\\"#arrayConditionDef\\\",\\n    \\\"title\\\": \\\"Lista de condiciones que deben cumplir los resultados\\\"\\n  },\\n  \\\"order\\\": {\\n    \\\"type\\\": \\\"array\\\",\\n    \\\"title\\\": \\\"Permite establecer un orden en los resultados\\\",\\n    \\\"minItems\\\": 1,\\n    \\\"uniqueItems\\\": true,\\n    \\\"items\\\": {\\n      \\\"$ref\\\": \\\"#orderDef\\\"\\n    }\\n  }\\n}\\n['columns']\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_QKyiJ4nIgeAeM9YreOB5xkXa"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_6iaKpWAByEkM4b7diqgJqir1",
          "call_id": "call_6iaKpWAByEkM4b7diqgJqir1",
          "response_item_id": "fc_04a717a903815e2d016a033d15855c8191a374e484e4624a3b",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nschema=requests.get('https://www.presupuestoabierto.gob.ar/api/jsonCredito',timeout=20).json()\\nfor k in ['arrayConditionDef','conditionDef','operatorDef','ejercicioFilterDef','orderDef']:\\n print('\\\\n',k,json.dumps(schema.get('definitions',{}).get(k) or schema.get(k),ensure_ascii=False,indent=2)[:2000])\\ncols=schema['definitions']['columnDef']['enum']\\nprint('cols with transfer/prov/univ/pago/credito')\\nfor c in cols:\\n if any(x in c for x in ['transfer','prov','ubicacion','inciso','principal','parcial','subparcial','credito','devengado','pagado','vigente','beneficiario','objeto','jurisdiccion','entidad']): print(c)\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"arrayConditionDef {\\n  \\\"$id\\\": \\\"#arrayConditionDef\\\",\\n  \\\"type\\\": \\\"array\\\",\\n  \\\"uniqueItems\\\": true,\\n  \\\"items\\\": {\\n    \\\"$ref\\\": \\\"#conditionDef\\\"\\n  }\\n}\\n\\n conditionDef {\\n  \\\"$id\\\": \\\"#conditionDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"$ref\\\": \\\"#finalConditionDef\\\"\\n    },\\n    {\\n      \\\"$ref\\\": \\\"#compoundConditionDef\\\"\\n    }\\n  ]\\n}\\n\\n operatorDef null\\n\\n ejercicioFilterDef {\\n  \\\"$id\\\": \\\"#ejercicioFilterDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"const\\\": \\\"vigente\\\"\\n    },\\n    {\\n      \\\"type\\\": \\\"integer\\\",\\n      \\\"minimum\\\": 1995\\n    }\\n  ]\\n}\\n\\n orderDef {\\n  \\\"$id\\\": \\\"#orderDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"$ref\\\": \\\"#columnDef\\\"\\n    },\\n    {\\n      \\\"type\\\": \\\"object\\\",\\n      \\\"additionalProperties\\\": false,\\n      \\\"required\\\": [\\n        \\\"column\\\",\\n        \\\"order\\\"\\n      ],\\n      \\\"properties\\\": {\\n        \\\"column\\\": {\\n          \\\"$ref\\\": \\\"#columnDef\\\"\\n        },\\n        \\\"order\\\": {\\n          \\\"enum\\\": [\\n            \\\"asc\\\",\\n            \\\"desc\\\"\\n          ]\\n        }\\n      }\\n    }\\n  ]\\n}\\ncols with transfer/prov/univ/pago/credito\\njurisdiccion_id\\njurisdiccion_desc\\nsubjurisdiccion_id\\nsubjurisdiccion_desc\\nentidad_id\\nentidad_desc\\ninciso_id\\ninciso_desc\\nprincipal_id\\nprincipal_desc\\nparcial_id\\nparcial_desc\\nsubparcial_id\\nsubparcial_desc\\nubicacion_geografica_id\\nubicacion_geografica_desc\\ncredito_presupuestado\\ncredito_vigente\\ncredito_comprometido\\ncredito_devengado\\ncredito_pagado\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_6iaKpWAByEkM4b7diqgJqir1"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_oPBVVrpVZPCNuSj7pLRx6Tkx",
          "call_id": "call_oPBVVrpVZPCNuSj7pLRx6Tkx",
          "response_item_id": "fc_09688d1f657e0a38016a033d21b90481919329f34ea03451c5",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nschema=requests.get('https://www.presupuestoabierto.gob.ar/api/jsonCredito',timeout=20).json()\\nfor k,v in schema['definitions'].items():\\n if 'Condition' in k or 'condition' in k or 'filter' in k.lower(): print('\\\\n',k,json.dumps(v,ensure_ascii=False,indent=2)[:3000])\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"oneValueConditionDef {\\n  \\\"$id\\\": \\\"#oneValueConditionDef\\\",\\n  \\\"type\\\": \\\"object\\\",\\n  \\\"additionalProperties\\\": false,\\n  \\\"required\\\": [\\n    \\\"column\\\",\\n    \\\"operator\\\",\\n    \\\"value\\\"\\n  ],\\n  \\\"properties\\\": {\\n    \\\"column\\\": {\\n      \\\"$ref\\\": \\\"#columnDef\\\"\\n    },\\n    \\\"operator\\\": {\\n      \\\"$ref\\\": \\\"#oneValueOperatorDef\\\"\\n    },\\n    \\\"value\\\": {\\n      \\\"type\\\": \\\"string\\\"\\n    }\\n  }\\n}\\n\\n twoValueConditionDef {\\n  \\\"$id\\\": \\\"#twoValueConditionDef\\\",\\n  \\\"type\\\": \\\"object\\\",\\n  \\\"additionalProperties\\\": false,\\n  \\\"required\\\": [\\n    \\\"column\\\",\\n    \\\"operator\\\",\\n    \\\"valueFrom\\\",\\n    \\\"valueTo\\\"\\n  ],\\n  \\\"properties\\\": {\\n    \\\"column\\\": {\\n      \\\"$ref\\\": \\\"#columnDef\\\"\\n    },\\n    \\\"operator\\\": {\\n      \\\"$ref\\\": \\\"#twoValueOperatorDef\\\"\\n    },\\n    \\\"valueFrom\\\": {\\n      \\\"type\\\": \\\"string\\\"\\n    },\\n    \\\"valueTo\\\": {\\n      \\\"type\\\": \\\"string\\\"\\n    }\\n  }\\n}\\n\\n finalConditionDef {\\n  \\\"$id\\\": \\\"#finalConditionDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"$ref\\\": \\\"#oneValueConditionDef\\\"\\n    },\\n    {\\n      \\\"$ref\\\": \\\"#twoValueConditionDef\\\"\\n    }\\n  ]\\n}\\n\\n andConditionDef {\\n  \\\"$id\\\": \\\"#andConditionDef\\\",\\n  \\\"type\\\": \\\"object\\\",\\n  \\\"additionalProperties\\\": false,\\n  \\\"required\\\": [\\n    \\\"and\\\"\\n  ],\\n  \\\"properties\\\": {\\n    \\\"and\\\": {\\n      \\\"$ref\\\": \\\"#arrayConditionDef\\\"\\n    }\\n  }\\n}\\n\\n orConditionDef {\\n  \\\"$id\\\": \\\"#orConditionDef\\\",\\n  \\\"type\\\": \\\"object\\\",\\n  \\\"additionalProperties\\\": false,\\n  \\\"required\\\": [\\n    \\\"or\\\"\\n  ],\\n  \\\"properties\\\": {\\n    \\\"or\\\": {\\n      \\\"$ref\\\": \\\"#arrayConditionDef\\\"\\n    }\\n  }\\n}\\n\\n notConditionDef {\\n  \\\"$id\\\": \\\"#notConditionDef\\\",\\n  \\\"type\\\": \\\"object\\\",\\n  \\\"additionalProperties\\\": false,\\n  \\\"required\\\": [\\n    \\\"not\\\"\\n  ],\\n  \\\"properties\\\": {\\n    \\\"not\\\": {\\n      \\\"$ref\\\": \\\"#arrayConditionDef\\\"\\n    }\\n  }\\n}\\n\\n compoundConditionDef {\\n  \\\"$id\\\": \\\"#compoundConditionDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"$ref\\\": \\\"#andConditionDef\\\"\\n    },\\n    {\\n      \\\"$ref\\\": \\\"#orConditionDef\\\"\\n    },\\n    {\\n      \\\"$ref\\\": \\\"#notConditionDef\\\"\\n    }\\n  ]\\n}\\n\\n conditionDef {\\n  \\\"$id\\\": \\\"#conditionDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"$ref\\\": \\\"#finalConditionDef\\\"\\n    },\\n    {\\n      \\\"$ref\\\": \\\"#compoundConditionDef\\\"\\n    }\\n  ]\\n}\\n\\n arrayConditionDef {\\n  \\\"$id\\\": \\\"#arrayConditionDef\\\",\\n  \\\"type\\\": \\\"array\\\",\\n  \\\"uniqueItems\\\": true,\\n  \\\"items\\\": {\\n    \\\"$ref\\\": \\\"#conditionDef\\\"\\n  }\\n}\\n\\n ejercicioFilterDef {\\n  \\\"$id\\\": \\\"#ejercicioFilterDef\\\",\\n  \\\"oneOf\\\": [\\n    {\\n      \\\"const\\\": \\\"vigente\\\"\\n    },\\n    {\\n      \\\"type\\\": \\\"integer\\\",\\n      \\\"minimum\\\": 1995\\n    }\\n  ]\\n}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_oPBVVrpVZPCNuSj7pLRx6Tkx"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": null,
      "finish_reason": "tool_calls",
      "tool_calls": [
        {
          "id": "call_QwW1vYpJosjM4VVkqE0omg7q",
          "call_id": "call_QwW1vYpJosjM4VVkqE0omg7q",
          "response_item_id": "fc_0388a9e103ca3b1c016a033d27f94481919de6b6f2f93acf80",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nschema=requests.get('https://www.presupuestoabierto.gob.ar/api/jsonCredito',timeout=20).json()\\nfor k in ['oneValueOperatorDef','twoValueOperatorDef']:\\n print(k,json.dumps(schema['definitions'][k],ensure_ascii=False,indent=2))\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"oneValueOperatorDef {\\n  \\\"$id\\\": \\\"#oneValueOperatorDef\\\",\\n  \\\"enum\\\": [\\n    \\\"equal\\\",\\n    \\\"like\\\",\\n    \\\"greater_than\\\",\\n    \\\"greater_equal_than\\\",\\n    \\\"lower_than\\\",\\n    \\\"lower_equal_than\\\"\\n  ]\\n}\\ntwoValueOperatorDef {\\n  \\\"$id\\\": \\\"#twoValueOperatorDef\\\",\\n  \\\"enum\\\": [\\n    \\\"between\\\"\\n  ]\\n}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_QwW1vYpJosjM4VVkqE0omg7q"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Querying transfer data**\n\nI think I need to focus on the terminology first: \"transfers\" might relate to \"inciso 5,\" and \"transferencias\" could be the right term too. I want to ensure I’m not just looking for each individual transfer but rather the aggregate. Maybe I should consider execution by dimensions and dates, and possibly look at monthly impacts too. It feels like I need to clarify my query a bit more to get the right results.",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Querying transfer data**\n\nI think I need to focus on the terminology first: \"transfers\" might relate to \"inciso 5,\" and \"transferencias\" could be the right term too. I want to ensure I’m not just looking for each individual transfer but rather the aggregate. Maybe I should consider execution by dimensions and dates, and possibly look at monthly impacts too. It feels like I need to clarify my query a bit more to get the right results.",
      "codex_reasoning_items": [
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          "id": "rs_04a06533ddc53d99016a033d2d659c81919439d7b61e5334dd",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Querying transfer data**\n\nI think I need to focus on the terminology first: \"transfers\" might relate to \"inciso 5,\" and \"transferencias\" could be the right term too. I want to ensure I’m not just looking for each individual transfer but rather the aggregate. Maybe I should consider execution by dimensions and dates, and possibly look at monthly impacts too. It feels like I need to clarify my query a bit more to get the right results."
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_d4C04Gz1sB2nJF7NpLdSPCOn",
          "call_id": "call_d4C04Gz1sB2nJF7NpLdSPCOn",
          "response_item_id": "fc_04a06533ddc53d99016a033d30636081919c20fbd4e959e602",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json\\nq={\\\"title\\\":\\\"test\\\",\\\"ejercicios\\\":[2026],\\\"columns\\\":[\\\"impacto_presupuestario_fecha\\\",\\\"jurisdiccion_desc\\\",\\\"entidad_desc\\\",\\\"inciso_desc\\\",\\\"principal_desc\\\",\\\"parcial_desc\\\",\\\"subparcial_desc\\\",\\\"ubicacion_geografica_desc\\\",\\\"credito_pagado\\\"],\\\"filters\\\":[{\\\"column\\\":\\\"inciso_id\\\",\\\"operator\\\":\\\"equal\\\",\\\"value\\\":\\\"5\\\"}],\\\"order\\\":[{\\\"column\\\":\\\"impacto_presupuestario_fecha\\\",\\\"order\\\":\\\"desc\\\"}]}\\nr=requests.post('https://www.presupuestoabierto.gob.ar/api/v1/credito',json=q,timeout=30)\\nprint(r.status_code,r.headers.get('content-type'))\\nprint(r.text[:2000])\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"401 application/json;charset=ISO-8859-1\\n{\\\"statusCode\\\":401,\\\"message\\\":\\\"Debe indicar el header Authorization en la petición\\\",\\\"detail\\\":\\\"\\\"}\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_d4C04Gz1sB2nJF7NpLdSPCOn"
    },
    {
      "role": "assistant",
      "content": "",
      "reasoning": "**Searching for API resources**\n\nI need to register for a token to access the API. It seems that some open data downloads might not require authentication, so I should look into public CKAN resources. Maybe I can find relevant information by searching for API or CKAN packages. It feels like there's quite a bit to navigate through, but I'll figure this out step by step. I'm eager to find the right resources!",
      "finish_reason": "tool_calls",
      "reasoning_content": "**Searching for API resources**\n\nI need to register for a token to access the API. It seems that some open data downloads might not require authentication, so I should look into public CKAN resources. Maybe I can find relevant information by searching for API or CKAN packages. It feels like there's quite a bit to navigate through, but I'll figure this out step by step. I'm eager to find the right resources!",
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          "id": "rs_0fce3db057377446016a033d393da0819198cfc84b1ee344b8",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Searching for API resources**\n\nI need to register for a token to access the API. It seems that some open data downloads might not require authentication, so I should look into public CKAN resources. Maybe I can find relevant information by searching for API or CKAN packages. It feels like there's quite a bit to navigate through, but I'll figure this out step by step. I'm eager to find the right resources!"
            }
          ]
        }
      ],
      "tool_calls": [
        {
          "id": "call_RsRjTcykEHYV85jInwHSujzb",
          "call_id": "call_RsRjTcykEHYV85jInwHSujzb",
          "response_item_id": "fc_0fce3db057377446016a033d3be414819186c7f9a0c215c7e4",
          "type": "function",
          "function": {
            "name": "terminal",
            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,json,urllib.parse\\n# CKAN package search\\nurl='https://datos.gob.ar/api/3/action/package_search?q=presupuesto%20abierto%20credito%20gasto'\\nr=requests.get(url,timeout=30)\\nprint(r.status_code)\\ndata=r.json()\\nprint(data['result']['count'])\\nfor p in data['result']['results'][:5]:\\n print(p['name'],p['title'])\\n for res in p.get('resources',[])[:3]: print(' ',res.get('name'),res.get('url'))\\nPY\",\"timeout\":60}"
          }
        }
      ]
    },
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          "summary": [
            {
              "type": "summary_text",
              "text": "**Evaluating transaction data**\n\nI'm considering how to handle the \"transfer transaction\" and budget execution rows. They might not be real but could be feasible. I should look for updates by May 10 and understand that this isn't real-time data. A filter seems necessary, especially if I'm summarizing with Python to count rows where inciso 5 has paid amounts greater than zero. I'll ensure I manage this efficiently to get the correct insights!"
            }
          ]
        }
      ],
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        {
          "id": "call_E6VNzq7cyoyR36r73TQlH9hJ",
          "call_id": "call_E6VNzq7cyoyR36r73TQlH9hJ",
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            "arguments": "{\"command\":\"python3 - <<'PY'\\nimport requests,zipfile,io,csv,decimal\\nfrom collections import Counter\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip'\\nz=zipfile.ZipFile(io.BytesIO(requests.get(url,timeout=60).content)); name=z.namelist()[0]\\nwith z.open(name) as f:\\n txt=io.TextIOWrapper(f,encoding='utf-8-sig')\\n reader=csv.DictReader(txt)\\n rows=[]\\n for r in reader:\\n  if r['inciso_id']=='5':\\n   paid=float(r['credito_pagado'].replace(',','.')) if r['credito_pagado'] else 0\\n   if paid>0:\\n    rows.append((r,paid))\\nprint('rows paid transfers',len(rows))\\nprint('last update', rows[0][0]['ultima_actualizacion_fecha'] if rows else '')\\n# latest dates top rows\\nrows.sort(key=lambda x:x[0]['impacto_presupuestario_fecha'], reverse=True)\\nfor r,paid in rows[:10]:\\n print(r['impacto_presupuestario_fecha'], paid, r['jurisdiccion_desc'], r['entidad_desc'], r['programa_desc'], r['principal_desc'], r['parcial_desc'], r['subparcial_desc'], r['ubicacion_geografica_desc'])\\nPY\",\"timeout\":120}"
          }
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      ]
    },
    {
      "role": "tool",
      "content": "{\"output\": \"rows paid transfers 10587\\nlast update Última actualización del ejercicio 2026: 10 Mayo 2026.\\n2026-05-08 00:00:00 42.13418902 Ministerio de Justicia Ministerio de Justicia Promocion y Defensa de los Derechos Humanos Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Ciudad Autónoma de Buenos Aires\\n2026-05-08 00:00:00 18.68193597 Ministerio de Economía Economía y Energía Servicio Estadistico Transferencias a instituciones provinciales y municipales para financiar gastos corrientes Transferencias a la Administración Pública Provincial para financiar gastos corrientes Administración Central Provincial Provincia de Jujuy\\n2026-05-08 00:00:00 17.92391238 Ministerio de Economía Economía y Energía Servicio Estadistico Transferencias a instituciones provinciales y municipales para financiar gastos corrientes Transferencias a la Administración Pública Provincial para financiar gastos corrientes Administración Central Provincial Provincia de La Rioja\\n2026-05-08 00:00:00 28050.0 Ministerio de Economía Infraestructura Formulacion y Ejecucion de Politicas de Transporte Terrestre Transferencias a otras entidades del Sector Público Nacional Transferencias a fondos fiduciarios y otros entes del Sector Público Nacional no Financiero para financiar gastos corrientes Fondo Fiduciario del Sistema de Infraestructura del Transporte  (FFSIT) Nacional\\n2026-05-08 00:00:00 1472.82151894 Ministerio de Salud Ministerio de Salud Atencion Medica a los Beneficiarios de Pensiones no Contributivas Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Ciudad Autónoma de Buenos Aires\\n2026-05-08 00:00:00 2013.85099823 Ministerio de Salud Ministerio de Salud Atencion Medica a los Beneficiarios de Pensiones no Contributivas Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Provincia de Buenos Aires\\n2026-05-08 00:00:00 309.42773912 Ministerio de Salud Ministerio de Salud Atencion Medica a los Beneficiarios de Pensiones no Contributivas Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Provincia de Catamarca\\n2026-05-08 00:00:00 652.9040554 Ministerio de Salud Ministerio de Salud Atencion Medica a los Beneficiarios de Pensiones no Contributivas Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Provincia de Córdoba\\n2026-05-08 00:00:00 169.87595349 Ministerio de Salud Ministerio de Salud Atencion Medica a los Beneficiarios de Pensiones no Contributivas Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Provincia de Corrientes\\n2026-05-08 00:00:00 2073.50605782 Ministerio de Salud Ministerio de Salud Atencion Medica a los Beneficiarios de Pensiones no Contributivas Transferencias al sector privado para financiar gastos corrientes Ayudas sociales a personas y asignaciones familiares Ayudas sociales a personas y asignaciones familiares Provincia del Chaco\", \"exit_code\": 0, \"error\": null}",
      "tool_call_id": "call_E6VNzq7cyoyR36r73TQlH9hJ"
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      "content": "Sí, es factible.\n\nEl tweet dice:\n\n> “hay que hacer un bot que twittee cada vez que hay una transferencia del gobierno nacional a las provincias/universidades/etc. monto, fecha, destino, ítem presupuestario…”\n\nLa fuente existe: **Presupuesto Abierto**.\n\n### Fuente usable\n\nDataset público:\n\n`credito-diario-2026.zip`\n\nEjemplo URL:\n\n`https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip`\n\nContiene CSV diario con columnas como:\n\n- `impacto_presupuestario_fecha`\n- `jurisdiccion_desc`\n- `entidad_desc`\n- `programa_desc`\n- `inciso_desc`\n- `principal_desc`\n- `parcial_desc`\n- `subparcial_desc`\n- `ubicacion_geografica_desc`\n- `credito_devengado`\n- `credito_pagado`\n- `ultima_actualizacion_fecha`\n\nPara transferencias, se filtra por:\n\n- `inciso_id = 5` → **Transferencias**\n\nProbé el dataset 2026 y trae datos. Última actualización visible ahora:\n\n> “Última actualización del ejercicio 2026: 10 Mayo 2026.”\n\nEjemplo real de filas detectables:\n\n- 2026-05-08 — Ministerio de Economía — Servicio Estadístico — Transferencias a instituciones provinciales y municipales — Provincia de Jujuy\n- 2026-05-08 — Ministerio de Economía — Transporte terrestre — Transferencias a fondos fiduciarios — Nacional\n- 2026-05-08 — Ministerio de Salud — Ayudas sociales — Provincia de Buenos Aires\n\n### Caveat importante\n\nNo parece ser “cada transferencia bancaria individual” en tiempo real.\n\nEs más bien **ejecución presupuestaria diaria agregada por partida/clasificador/ubicación geográfica**. O sea: sirve para twittear “se registró pago/devengado en esta partida”, pero no necesariamente “salió una transferencia única con CUIT beneficiario X”.\n\nPara un bot público igual alcanza bastante.\n\n### Diseño simple\n\n1. Cron cada día / cada pocas horas.\n2. Descargar ZIP del año vigente.\n3. Leer CSV.\n4. Filtrar:\n   - `inciso_id == 5`\n   - `credito_pagado > 0` o diferencia nueva contra snapshot anterior.\n5. Agrupar o deduplicar por:\n   - fecha\n   - jurisdicción\n   - entidad\n   - programa\n   - principal/parcial/subparcial\n   - ubicación geográfica\n6. Guardar estado en SQLite/Postgres/Supabase.\n7. Publicar tweet/thread.\n\n### Tweet ejemplo\n\n> 2026-05-08 — Transferencia registrada  \n> Ministerio de Economía / Servicio Estadístico  \n> Destino: Provincia de Jujuy  \n> Partida: Transferencias a instituciones provinciales y municipales para gastos corrientes  \n> Pagado: $18,68  \n> Fuente: Presupuesto Abierto\n\nHabría que verificar unidad monetaria/escala antes de publicar montos, porque algunos datasets presupuestarios pueden estar en pesos corrientes o con decimales raros.\n\n### Dificultades\n\n- **X/Twitter API**: hoy publicar automáticamente requiere cuenta developer y probablemente plan pago.\n- **Ruido**: hay miles de filas; conviene filtrar “provincias”, “municipios”, “universidades nacionales”, “fondos fiduciarios”, etc.\n- **No realtime**: depende de cuándo actualiza Hacienda.\n- **Monto correcto**: hay que decidir si publicar `pagado`, `devengado`, o diferencia incremental respecto al día anterior.\n\n### Veredicto\n\nFactible en versión MVP en 1–2 días.\n\nVersión buena:\n\n- Bot que publica resumen diario.\n- Web con buscador/histórico.\n- Alertas por categoría: provincias, universidades, municipios, fondos fiduciarios.\n- Tweets solo para montos grandes o partidas sensibles, para no spammear.",
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              "text": "Sí, es factible.\n\nEl tweet dice:\n\n> “hay que hacer un bot que twittee cada vez que hay una transferencia del gobierno nacional a las provincias/universidades/etc. monto, fecha, destino, ítem presupuestario…”\n\nLa fuente existe: **Presupuesto Abierto**.\n\n### Fuente usable\n\nDataset público:\n\n`credito-diario-2026.zip`\n\nEjemplo URL:\n\n`https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip`\n\nContiene CSV diario con columnas como:\n\n- `impacto_presupuestario_fecha`\n- `jurisdiccion_desc`\n- `entidad_desc`\n- `programa_desc`\n- `inciso_desc`\n- `principal_desc`\n- `parcial_desc`\n- `subparcial_desc`\n- `ubicacion_geografica_desc`\n- `credito_devengado`\n- `credito_pagado`\n- `ultima_actualizacion_fecha`\n\nPara transferencias, se filtra por:\n\n- `inciso_id = 5` → **Transferencias**\n\nProbé el dataset 2026 y trae datos. Última actualización visible ahora:\n\n> “Última actualización del ejercicio 2026: 10 Mayo 2026.”\n\nEjemplo real de filas detectables:\n\n- 2026-05-08 — Ministerio de Economía — Servicio Estadístico — Transferencias a instituciones provinciales y municipales — Provincia de Jujuy\n- 2026-05-08 — Ministerio de Economía — Transporte terrestre — Transferencias a fondos fiduciarios — Nacional\n- 2026-05-08 — Ministerio de Salud — Ayudas sociales — Provincia de Buenos Aires\n\n### Caveat importante\n\nNo parece ser “cada transferencia bancaria individual” en tiempo real.\n\nEs más bien **ejecución presupuestaria diaria agregada por partida/clasificador/ubicación geográfica**. O sea: sirve para twittear “se registró pago/devengado en esta partida”, pero no necesariamente “salió una transferencia única con CUIT beneficiario X”.\n\nPara un bot público igual alcanza bastante.\n\n### Diseño simple\n\n1. Cron cada día / cada pocas horas.\n2. Descargar ZIP del año vigente.\n3. Leer CSV.\n4. Filtrar:\n   - `inciso_id == 5`\n   - `credito_pagado > 0` o diferencia nueva contra snapshot anterior.\n5. Agrupar o deduplicar por:\n   - fecha\n   - jurisdicción\n   - entidad\n   - programa\n   - principal/parcial/subparcial\n   - ubicación geográfica\n6. Guardar estado en SQLite/Postgres/Supabase.\n7. Publicar tweet/thread.\n\n### Tweet ejemplo\n\n> 2026-05-08 — Transferencia registrada  \n> Ministerio de Economía / Servicio Estadístico  \n> Destino: Provincia de Jujuy  \n> Partida: Transferencias a instituciones provinciales y municipales para gastos corrientes  \n> Pagado: $18,68  \n> Fuente: Presupuesto Abierto\n\nHabría que verificar unidad monetaria/escala antes de publicar montos, porque algunos datasets presupuestarios pueden estar en pesos corrientes o con decimales raros.\n\n### Dificultades\n\n- **X/Twitter API**: hoy publicar automáticamente requiere cuenta developer y probablemente plan pago.\n- **Ruido**: hay miles de filas; conviene filtrar “provincias”, “municipios”, “universidades nacionales”, “fondos fiduciarios”, etc.\n- **No realtime**: depende de cuándo actualiza Hacienda.\n- **Monto correcto**: hay que decidir si publicar `pagado`, `devengado`, o diferencia incremental respecto al día anterior.\n\n### Veredicto\n\nFactible en versión MVP en 1–2 días.\n\nVersión buena:\n\n- Bot que publica resumen diario.\n- Web con buscador/histórico.\n- Alertas por categoría: provincias, universidades, municipios, fondos fiduciarios.\n- Tweets solo para montos grandes o partidas sensibles, para no spammear."
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      "content": "Review the conversation above and update the skill library. Be ACTIVE — most sessions produce at least one skill update, even if small. A pass that does nothing is a missed learning opportunity, not a neutral outcome.\n\nTarget shape of the library: CLASS-LEVEL skills, each with a rich SKILL.md and a `references/` directory for session-specific detail. Not a long flat list of narrow one-session-one-skill entries. This shapes HOW you update, not WHETHER you update.\n\nSignals to look for (any one of these warrants action):\n  • User corrected your style, tone, format, legibility, or verbosity. Frustration signals like 'stop doing X', 'this is too verbose', 'don't format like this', 'why are you explaining', 'just give me the answer', 'you always do Y and I hate it', or an explicit 'remember this' are FIRST-CLASS skill signals, not just memory signals. Update the relevant skill(s) to embed the preference so the next session starts already knowing.\n  • User corrected your workflow, approach, or sequence of steps. Encode the correction as a pitfall or explicit step in the skill that governs that class of task.\n  • Non-trivial technique, fix, workaround, debugging path, or tool-usage pattern emerged that a future session would benefit from. Capture it.\n  • A skill that got loaded or consulted this session turned out to be wrong, missing a step, or outdated. Patch it NOW.\n\nPreference order — prefer the earliest action that fits, but do pick one when a signal above fired:\n  1. UPDATE A CURRENTLY-LOADED SKILL. Look back through the conversation for skills the user loaded via /skill-name or you read via skill_view. If any of them covers the territory of the new learning, PATCH that one first. It is the skill that was in play, so it's the right one to extend.\n  2. UPDATE AN EXISTING UMBRELLA (via skills_list + skill_view). If no loaded skill fits but an existing class-level skill does, patch it. Add a subsection, a pitfall, or broaden a trigger.\n  3. ADD A SUPPORT FILE under an existing umbrella. Skills can be packaged with three kinds of support files — use the right directory per kind:\n     • `references/<topic>.md` — session-specific detail (error transcripts, reproduction recipes, provider quirks) AND condensed knowledge banks: quoted research, API docs, external authoritative excerpts, or domain notes you found while working on the problem. Write it concise and for the value of the task, not as a full mirror of upstream docs.\n     • `templates/<name>.<ext>` — starter files meant to be copied and modified (boilerplate configs, scaffolding, a known-good example the agent can `reproduce with modifications`).\n     • `scripts/<name>.<ext>` — statically re-runnable actions the skill can invoke directly (verification scripts, fixture generators, deterministic probes, anything the agent should run rather than hand-type each time).\n     Add support files via skill_manage action=write_file with file_path starting 'references/', 'templates/', or 'scripts/'. The umbrella's SKILL.md should gain a one-line pointer to any new support file so future agents know it exists.\n  4. CREATE A NEW CLASS-LEVEL UMBRELLA SKILL when no existing skill covers the class. The name MUST be at the class level. The name MUST NOT be a specific PR number, error string, feature codename, library-alone name, or 'fix-X / debug-Y / audit-Z-today' session artifact. If the proposed name only makes sense for today's task, it's wrong — fall back to (1), (2), or (3).\n\nUser-preference embedding (important): when the user expressed a style/format/workflow preference, the update belongs in the SKILL.md body, not just in memory. Memory captures 'who the user is and what the current situation and state of your operations are'; skills capture 'how to do this class of task for this user'. When they complain about how you handled a task, the skill that governs that task needs to carry the lesson.\n\nIf you notice two existing skills that overlap, note it in your reply — the background curator handles consolidation at scale.\n\n'Nothing to save.' is a real option but should NOT be the default. If the session ran smoothly with no corrections and produced no new technique, just say 'Nothing to save.' and stop. Otherwise, act."
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      "content": "{\"success\": true, \"name\": \"hermes-agent\", \"description\": \"Complete guide to using and extending Hermes Agent — CLI usage, setup, configuration, spawning additional agents, gateway platforms, skills, voice, tools, profiles, and a concise contributor reference. Load this skill when helping users configure Hermes, troubleshoot issues, spawn agent instances, or make code contributions.\", \"tags\": [\"hermes\", \"setup\", \"configuration\", \"multi-agent\", \"spawning\", \"cli\", \"gateway\", \"development\"], \"related_skills\": [\"claude-code\", \"codex\", \"opencode\"], \"content\": \"---\\nname: hermes-agent\\ndescription: Complete guide to using and extending Hermes Agent — CLI usage, setup, configuration, spawning additional agents, gateway platforms, skills, voice, tools, profiles, and a concise contributor reference. Load this skill when helping users configure Hermes, troubleshoot issues, spawn agent instances, or make code contributions.\\nversion: 2.0.0\\nauthor: Hermes Agent + Teknium\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [hermes, setup, configuration, multi-agent, spawning, cli, gateway, development]\\n    homepage: https://github.com/NousResearch/hermes-agent\\n    related_skills: [claude-code, codex, opencode]\\n---\\n\\n# Hermes Agent\\n\\nHermes Agent is an open-source AI agent framework by Nous Research that runs in your terminal, messaging platforms, and IDEs. It belongs to the same category as Claude Code (Anthropic), Codex (OpenAI), and OpenClaw — autonomous coding and task-execution agents that use tool calling to interact with your system. Hermes works with any LLM provider (OpenRouter, Anthropic, OpenAI, DeepSeek, local models, and 15+ others) and runs on Linux, macOS, and WSL.\\n\\nWhat makes Hermes different:\\n\\n- **Self-improving through skills** — Hermes learns from experience by saving reusable procedures as skills. When it solves a complex problem, discovers a workflow, or gets corrected, it can persist that knowledge as a skill document that loads into future sessions. Skills accumulate over time, making the agent better at your specific tasks and environment.\\n- **Persistent memory across sessions** — remembers who you are, your preferences, environment details, and lessons learned. Pluggable memory backends (built-in, Honcho, Mem0, and more) let you choose how memory works.\\n- **Multi-platform gateway** — the same agent runs on Telegram, Discord, Slack, WhatsApp, Signal, Matrix, Email, and 8+ other platforms with full tool access, not just chat.\\n- **Provider-agnostic** — swap models and providers mid-workflow without changing anything else. Credential pools rotate across multiple API keys automatically.\\n- **Profiles** — run multiple independent Hermes instances with isolated configs, sessions, skills, and memory.\\n- **Extensible** — plugins, MCP servers, custom tools, webhook triggers, cron scheduling, and the full Python ecosystem.\\n\\nPeople use Hermes for software development, research, system administration, data analysis, content creation, home automation, and anything else that benefits from an AI agent with persistent context and full system access.\\n\\n**This skill helps you work with Hermes Agent effectively** — setting it up, configuring features, spawning additional agent instances, troubleshooting issues, finding the right commands and settings, and understanding how the system works when you need to extend or contribute to it.\\n\\n**Docs:** https://hermes-agent.nousresearch.com/docs/\\n\\n## Quick Start\\n\\n```bash\\n# Install\\ncurl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash\\n\\n# Interactive chat (default)\\nhermes\\n\\n# Single query\\nhermes chat -q \\\"What is the capital of France?\\\"\\n\\n# Setup wizard\\nhermes setup\\n\\n# Change model/provider\\nhermes model\\n\\n# Check health\\nhermes doctor\\n```\\n\\n---\\n\\n## CLI Reference\\n\\n### Global Flags\\n\\n```\\nhermes [flags] [command]\\n\\n  --version, -V             Show version\\n  --resume, -r SESSION      Resume session by ID or title\\n  --continue, -c [NAME]     Resume by name, or most recent session\\n  --worktree, -w            Isolated git worktree mode (parallel agents)\\n  --skills, -s SKILL        Preload skills (comma-separate or repeat)\\n  --profile, -p NAME        Use a named profile\\n  --yolo                    Skip dangerous command approval\\n  --pass-session-id         Include session ID in system prompt\\n```\\n\\nNo subcommand defaults to `chat`.\\n\\n### Chat\\n\\n```\\nhermes chat [flags]\\n  -q, --query TEXT          Single query, non-interactive\\n  -m, --model MODEL         Model (e.g. anthropic/claude-sonnet-4)\\n  -t, --toolsets LIST       Comma-separated toolsets\\n  --provider PROVIDER       Force provider (openrouter, anthropic, nous, etc.)\\n  -v, --verbose             Verbose output\\n  -Q, --quiet               Suppress banner, spinner, tool previews\\n  --checkpoints             Enable filesystem checkpoints (/rollback)\\n  --source TAG              Session source tag (default: cli)\\n```\\n\\n### Configuration\\n\\n```\\nhermes setup [section]      Interactive wizard (model|terminal|gateway|tools|agent)\\nhermes model                Interactive model/provider picker\\nhermes config               View current config\\nhermes config edit          Open config.yaml in $EDITOR\\nhermes config set KEY VAL   Set a config value\\nhermes config path          Print config.yaml path\\nhermes config env-path      Print .env path\\nhermes config check         Check for missing/outdated config\\nhermes config migrate       Update config with new options\\nhermes login [--provider P] OAuth login (nous, openai-codex)\\nhermes logout               Clear stored auth\\nhermes doctor [--fix]       Check dependencies and config\\nhermes status [--all]       Show component status\\n```\\n\\n### Tools & Skills\\n\\n```\\nhermes tools                Interactive tool enable/disable (curses UI)\\nhermes tools list           Show all tools and status\\nhermes tools enable NAME    Enable a toolset\\nhermes tools disable NAME   Disable a toolset\\n\\nhermes skills list          List installed skills\\nhermes skills search QUERY  Search the skills hub\\nhermes skills install ID    Install a skill\\nhermes skills inspect ID    Preview without installing\\nhermes skills config        Enable/disable skills per platform\\nhermes skills check         Check for updates\\nhermes skills update        Update outdated skills\\nhermes skills uninstall N   Remove a hub skill\\nhermes skills publish PATH  Publish to registry\\nhermes skills browse        Browse all available skills\\nhermes skills tap add REPO  Add a GitHub repo as skill source\\n```\\n\\n### MCP Servers\\n\\n```\\nhermes mcp serve            Run Hermes as an MCP server\\nhermes mcp add NAME         Add an MCP server (--url or --command)\\nhermes mcp remove NAME      Remove an MCP server\\nhermes mcp list             List configured servers\\nhermes mcp test NAME        Test connection\\nhermes mcp configure NAME   Toggle tool selection\\n```\\n\\n### Gateway (Messaging Platforms)\\n\\n```\\nhermes gateway run          Start gateway foreground\\nhermes gateway install      Install as background service\\nhermes gateway start/stop   Control the service\\nhermes gateway restart      Restart the service\\nhermes gateway status       Check status\\nhermes gateway setup        Configure platforms\\n```\\n\\nSupported platforms: Telegram, Discord, Slack, WhatsApp, Signal, Email, SMS, Matrix, Mattermost, Home Assistant, DingTalk, Feishu, WeCom, API Server, Webhooks, Open WebUI.\\n\\nPlatform docs: https://hermes-agent.nousresearch.com/docs/user-guide/messaging/\\n\\n### Sessions\\n\\n```\\nhermes sessions list        List recent sessions\\nhermes sessions browse      Interactive picker\\nhermes sessions export OUT  Export to JSONL\\nhermes sessions rename ID T Rename a session\\nhermes sessions delete ID   Delete a session\\nhermes sessions prune       Clean up old sessions (--older-than N days)\\nhermes sessions stats       Session store statistics\\n```\\n\\n### Cron Jobs\\n\\n```\\nhermes cron list            List jobs (--all for disabled)\\nhermes cron create SCHED    Create: '30m', 'every 2h', '0 9 * * *'\\nhermes cron edit ID         Edit schedule, prompt, delivery\\nhermes cron pause/resume ID Control job state\\nhermes cron run ID          Trigger on next tick\\nhermes cron remove ID       Delete a job\\nhermes cron status          Scheduler status\\n```\\n\\n### Webhooks\\n\\n```\\nhermes webhook subscribe N  Create route at /webhooks/<name>\\nhermes webhook list         List subscriptions\\nhermes webhook remove NAME  Remove a subscription\\nhermes webhook test NAME    Send a test POST\\n```\\n\\n### Profiles\\n\\n```\\nhermes profile list         List all profiles\\nhermes profile create NAME  Create (--clone, --clone-all, --clone-from)\\nhermes profile use NAME     Set sticky default\\nhermes profile delete NAME  Delete a profile\\nhermes profile show NAME    Show details\\nhermes profile alias NAME   Manage wrapper scripts\\nhermes profile rename A B   Rename a profile\\nhermes profile export NAME  Export to tar.gz\\nhermes profile import FILE  Import from archive\\n```\\n\\n### Credential Pools\\n\\n```\\nhermes auth add             Interactive credential wizard\\nhermes auth list [PROVIDER] List pooled credentials\\nhermes auth remove P INDEX  Remove by provider + index\\nhermes auth reset PROVIDER  Clear exhaustion status\\n```\\n\\n### Other\\n\\n```\\nhermes insights [--days N]  Usage analytics\\nhermes update               Update to latest version\\nhermes pairing list/approve/revoke  DM authorization\\nhermes plugins list/install/remove  Plugin management\\nhermes honcho setup/status  Honcho memory integration\\nhermes memory setup/status/off  Memory provider config\\nhermes completion bash|zsh  Shell completions\\nhermes acp                  ACP server (IDE integration)\\nhermes claw migrate         Migrate from OpenClaw\\nhermes uninstall            Uninstall Hermes\\n```\\n\\n---\\n\\n## Slash Commands (In-Session)\\n\\nType these during an interactive chat session.\\n\\n### Session Control\\n```\\n/new (/reset)        Fresh session\\n/clear               Clear screen + new session (CLI)\\n/retry               Resend last message\\n/undo                Remove last exchange\\n/title [name]        Name the session\\n/compress            Manually compress context\\n/stop                Kill background processes\\n/rollback [N]        Restore filesystem checkpoint\\n/background <prompt> Run prompt in background\\n/queue <prompt>      Queue for next turn\\n/resume [name]       Resume a named session\\n```\\n\\n### Configuration\\n```\\n/config              Show config (CLI)\\n/model [name]        Show or change model\\n/provider            Show provider info\\n/prompt [text]       View/set system prompt (CLI)\\n/personality [name]  Set personality\\n/reasoning [level]   Set reasoning (none|low|medium|high|xhigh|show|hide)\\n/verbose             Cycle: off → new → all → verbose\\n/voice [on|off|tts]  Voice mode\\n/yolo                Toggle approval bypass\\n/skin [name]         Change theme (CLI)\\n/statusbar           Toggle status bar (CLI)\\n```\\n\\n### Tools & Skills\\n```\\n/tools               Manage tools (CLI)\\n/toolsets            List toolsets (CLI)\\n/skills              Search/install skills (CLI)\\n/skill <name>        Load a skill into session\\n/cron                Manage cron jobs (CLI)\\n/reload-mcp          Reload MCP servers\\n/plugins             List plugins (CLI)\\n```\\n\\n### Info\\n```\\n/help                Show commands\\n/commands [page]     Browse all commands (gateway)\\n/usage               Token usage\\n/insights [days]     Usage analytics\\n/status              Session info (gateway)\\n/profile             Active profile info\\n```\\n\\n### Exit\\n```\\n/quit (/exit, /q)    Exit CLI\\n```\\n\\n---\\n\\n## Key Paths & Config\\n\\n```\\n~/.hermes/config.yaml       Main configuration\\n~/.hermes/.env              API keys and secrets\\n~/.hermes/skills/           Installed skills\\n~/.hermes/sessions/         Session transcripts\\n~/.hermes/logs/             Gateway and error logs\\n~/.hermes/auth.json         OAuth tokens and credential pools\\n~/.hermes/hermes-agent/     Source code (if git-installed)\\n```\\n\\nProfiles use `~/.hermes/profiles/<name>/` with the same layout.\\n\\n### Config Sections\\n\\nEdit with `hermes config edit` or `hermes config set section.key value`.\\n\\n| Section | Key options |\\n|---------|-------------|\\n| `model` | `default`, `provider`, `base_url`, `api_key`, `context_length` |\\n| `agent` | `max_turns` (90), `tool_use_enforcement` |\\n| `terminal` | `backend` (local/docker/ssh/modal), `cwd`, `timeout` (180) |\\n| `compression` | `enabled`, `threshold` (0.50), `target_ratio` (0.20) |\\n| `display` | `skin`, `tool_progress`, `show_reasoning`, `show_cost` |\\n| `stt` | `enabled`, `provider` (local/groq/openai) |\\n| `tts` | `provider` (edge/elevenlabs/openai/kokoro/fish) |\\n| `memory` | `memory_enabled`, `user_profile_enabled`, `provider` |\\n| `security` | `tirith_enabled`, `website_blocklist` |\\n| `delegation` | `model`, `provider`, `max_iterations` (50) |\\n| `smart_model_routing` | `enabled`, `cheap_model` |\\n| `checkpoints` | `enabled`, `max_snapshots` (50) |\\n\\nFull config reference: https://hermes-agent.nousresearch.com/docs/user-guide/configuration\\n\\n### Providers\\n\\n18 providers supported. Set via `hermes model` or `hermes setup`.\\n\\n### Reasoning effort gotcha\\n\\nHermes' persistent reasoning setting lives at `agent.reasoning_effort` in `~/.hermes/config.yaml`.\\n\\nUse one of these:\\n```bash\\nhermes config set agent.reasoning_effort xhigh\\n```\\nOr inside Hermes:\\n```text\\n/reasoning xhigh\\n```\\n\\nDo not rely on a top-level config key like `OPENAI_REASONING_EFFORT: xhigh` for Hermes CLI/gateway behavior. Hermes reads `agent.reasoning_effort`, not that top-level key.\\n\\nAlso, reasoning support is model/provider-specific:\\n- OpenAI Codex / GPT-5 Responses-style models: effort values like `low|medium|high|xhigh` can apply.\\n- OpenRouter models that expose effort controls: effort can apply.\\n- DeepSeek and some Kimi/Moonshot models: reasoning is selected by choosing a thinking/reasoner model variant, not by an effort dropdown.\\n- Some Mistral models only support a reasoning toggle, not `xhigh`.\\n- Web UI may clamp or clear unsupported effort values per model/provider.\\n\\nSo `agent.reasoning_effort: xhigh` is a good global default, but it will only be honored by models/providers that actually support effort-style reasoning.\\n\\n\\n| Provider | Auth | Key env var |\\n|----------|------|-------------|\\n| OpenRouter | API key | `OPENROUTER_API_KEY` |\\n| Anthropic | API key | `ANTHROPIC_API_KEY` |\\n| Nous Portal | OAuth | `hermes login --provider nous` |\\n| OpenAI Codex | OAuth | `hermes login --provider openai-codex` |\\n| GitHub Copilot | Token | `COPILOT_GITHUB_TOKEN` |\\n| DeepSeek | API key | `DEEPSEEK_API_KEY` |\\n| Hugging Face | Token | `HF_TOKEN` |\\n| Z.AI / GLM | API key | `GLM_API_KEY` |\\n| MiniMax | API key | `MINIMAX_API_KEY` |\\n| Kimi / Moonshot | API key | `KIMI_API_KEY` |\\n| Alibaba / DashScope | API key | `DASHSCOPE_API_KEY` |\\n| Kilo Code | API key | `KILOCODE_API_KEY` |\\n| Custom endpoint | Config | `model.base_url` + `model.api_key` in config.yaml |\\n\\nPlus: AI Gateway, OpenCode Zen, OpenCode Go, MiniMax CN, GitHub Copilot ACP.\\n\\nFull provider docs: https://hermes-agent.nousresearch.com/docs/integrations/providers\\n\\n### Toolsets\\n\\nEnable/disable via `hermes tools` (interactive) or `hermes tools enable/disable NAME`.\\n\\n| Toolset | What it provides |\\n|---------|-----------------|\\n| `web` | Web search and content extraction |\\n| `browser` | Browser automation (Browserbase, Camofox, or local Chromium) |\\n| `terminal` | Shell commands and process management |\\n| `file` | File read/write/search/patch |\\n| `code_execution` | Sandboxed Python execution |\\n| `vision` | Image analysis |\\n| `image_gen` | AI image generation |\\n| `tts` | Text-to-speech |\\n| `skills` | Skill browsing and management |\\n| `memory` | Persistent cross-session memory |\\n| `session_search` | Search past conversations |\\n| `delegation` | Subagent task delegation |\\n| `cronjob` | Scheduled task management |\\n| `clarify` | Ask user clarifying questions |\\n| `moa` | Mixture of Agents (off by default) |\\n| `homeassistant` | Smart home control (off by default) |\\n\\nTool changes take effect on `/reset` (new session). They do NOT apply mid-conversation to preserve prompt caching.\\n\\n---\\n\\n## Voice & Transcription\\n\\n### STT (Voice → Text)\\n\\nVoice messages from messaging platforms are auto-transcribed.\\n\\nProvider priority (auto-detected):\\n1. **Local faster-whisper** — free, no API key: `pip install faster-whisper`\\n2. **Groq Whisper** — free tier: set `GROQ_API_KEY`\\n3. **OpenAI Whisper** — paid: set `VOICE_TOOLS_OPENAI_KEY`\\n\\nConfig:\\n```yaml\\nstt:\\n  enabled: true\\n  provider: local        # local, groq, openai\\n  local:\\n    model: base          # tiny, base, small, medium, large-v3\\n```\\n\\n### TTS (Text → Voice)\\n\\n| Provider | Env var | Free? |\\n|----------|---------|-------|\\n| Edge TTS | None | Yes (default) |\\n| ElevenLabs | `ELEVENLABS_API_KEY` | Free tier |\\n| OpenAI | `VOICE_TOOLS_OPENAI_KEY` | Paid |\\n| Kokoro (local) | None | Free |\\n| Fish Audio | `FISH_AUDIO_API_KEY` | Free tier |\\n\\nVoice commands: `/voice on` (voice-to-voice), `/voice tts` (always voice), `/voice off`.\\n\\n---\\n\\n## Spawning Additional Hermes Instances\\n\\nRun additional Hermes processes as fully independent subprocesses — separate sessions, tools, and environments.\\n\\n### When to Use This vs delegate_task\\n\\n| | `delegate_task` | Spawning `hermes` process |\\n|-|-----------------|--------------------------|\\n| Isolation | Separate conversation, shared process | Fully independent process |\\n| Duration | Minutes (bounded by parent loop) | Hours/days |\\n| Tool access | Subset of parent's tools | Full tool access |\\n| Interactive | No | Yes (PTY mode) |\\n| Use case | Quick parallel subtasks | Long autonomous missions |\\n\\n### One-Shot Mode\\n\\n```\\nterminal(command=\\\"hermes chat -q 'Research GRPO papers and write summary to ~/research/grpo.md'\\\", timeout=300)\\n\\n# Background for long tasks:\\nterminal(command=\\\"hermes chat -q 'Set up CI/CD for ~/myapp'\\\", background=true)\\n```\\n\\n### Interactive PTY Mode (via tmux)\\n\\nHermes uses prompt_toolkit, which requires a real terminal. Use tmux for interactive spawning:\\n\\n```\\n# Start\\nterminal(command=\\\"tmux new-session -d -s agent1 -x 120 -y 40 'hermes'\\\", timeout=10)\\n\\n# Wait for startup, then send a message\\nterminal(command=\\\"sleep 8 && tmux send-keys -t agent1 'Build a FastAPI auth service' Enter\\\", timeout=15)\\n\\n# Read output\\nterminal(command=\\\"sleep 20 && tmux capture-pane -t agent1 -p\\\", timeout=5)\\n\\n# Send follow-up\\nterminal(command=\\\"tmux send-keys -t agent1 'Add rate limiting middleware' Enter\\\", timeout=5)\\n\\n# Exit\\nterminal(command=\\\"tmux send-keys -t agent1 '/exit' Enter && sleep 2 && tmux kill-session -t agent1\\\", timeout=10)\\n```\\n\\n### Multi-Agent Coordination\\n\\n```\\n# Agent A: backend\\nterminal(command=\\\"tmux new-session -d -s backend -x 120 -y 40 'hermes -w'\\\", timeout=10)\\nterminal(command=\\\"sleep 8 && tmux send-keys -t backend 'Build REST API for user management' Enter\\\", timeout=15)\\n\\n# Agent B: frontend\\nterminal(command=\\\"tmux new-session -d -s frontend -x 120 -y 40 'hermes -w'\\\", timeout=10)\\nterminal(command=\\\"sleep 8 && tmux send-keys -t frontend 'Build React dashboard for user management' Enter\\\", timeout=15)\\n\\n# Check progress, relay context between them\\nterminal(command=\\\"tmux capture-pane -t backend -p | tail -30\\\", timeout=5)\\nterminal(command=\\\"tmux send-keys -t frontend 'Here is the API schema from the backend agent: ...' Enter\\\", timeout=5)\\n```\\n\\n### Session Resume\\n\\n```\\n# Resume most recent session\\nterminal(command=\\\"tmux new-session -d -s resumed 'hermes --continue'\\\", timeout=10)\\n\\n# Resume specific session\\nterminal(command=\\\"tmux new-session -d -s resumed 'hermes --resume 20260225_143052_a1b2c3'\\\", timeout=10)\\n```\\n\\n### Tips\\n\\n- **Prefer `delegate_task` for quick subtasks** — less overhead than spawning a full process\\n- **Use `-w` (worktree mode)** when spawning agents that edit code — prevents git conflicts\\n- **Set timeouts** for one-shot mode — complex tasks can take 5-10 minutes\\n- **Use `hermes chat -q` for fire-and-forget** — no PTY needed\\n- **Use tmux for interactive sessions** — raw PTY mode has `\\\\r` vs `\\\\n` issues with prompt_toolkit\\n- **For scheduled tasks**, use the `cronjob` tool instead of spawning — handles delivery and retry\\n\\n---\\n\\n## Troubleshooting\\n\\n### Voice not working\\n1. Check `stt.enabled: true` in config.yaml\\n2. Verify provider: `pip install faster-whisper` or set API key\\n3. Restart gateway: `/restart`\\n\\n### Tool not available\\n1. `hermes tools` — check if toolset is enabled for your platform\\n2. Some tools need env vars (check `.env`)\\n3. `/reset` after enabling tools\\n\\n### Model/provider issues\\n1. `hermes doctor` — check config and dependencies\\n2. `hermes login` — re-authenticate OAuth providers\\n3. Check `.env` has the right API key\\n\\n### Changes not taking effect\\n- **Tools/skills:** `/reset` starts a new session with updated toolset\\n- **Config changes:** `/restart` reloads gateway config\\n- **Code changes:** Restart the CLI or gateway process\\n\\n### Skills not showing\\n1. `hermes skills list` — verify installed\\n2. `hermes skills config` — check platform enablement\\n3. Load explicitly: `/skill name` or `hermes -s name`\\n\\n### `hermes update` hit a merge conflict\\n\\nSymptoms: gateway fails with `SyntaxError: expected 'except' or 'finally' block` in `api_server.py`, or `git status` shows `both modified` files.\\n\\nRoot cause: local customizations (e.g., custom API endpoints, method renames) were stashed before the update, then re-applied on top of refactored upstream code, leaving conflict markers (`<<<<<<< Updated upstream`) in source files.\\n\\nFix:\\n```bash\\ncd ~/.hermes/hermes-agent\\n# Check for conflict markers:\\ngrep -rn \\\"<<<<<<\\\\|======\\\\|>>>>>>\\\" gateway/\\n# Discard stale local changes:\\ngit checkout -- gateway/platforms/api_server.py gateway/platforms/discord.py gateway/run.py\\n# Also clean .orig files and clear pycache:\\nfind gateway/ -name '*.orig' -delete\\nfind . -type d -name '__pycache__' -exec rm -rf {} + 2>/dev/null\\n# Restart:\\nhermes gateway run --replace\\n```\\n\\nTo preserve local customizations across updates:\\n- Don't let `hermes update` auto-restore the stash — review the diff first with `git stash show -p stash@{0}`\\n- If the upstream already includes your changes, drop the stash entirely\\n- For persistent local patches, consider a fork or document them as patches to re-apply after update\\n\\n### Gateway issues\\nCheck logs first:\\n```bash\\ngrep -i \\\"failed to send\\\\\\\\|error\\\" ~/.hermes/logs/gateway.log | tail -20\\n```\\n\\n---\\n\\n## Where to Find Things\\n\\n| Looking for... | Location |\\n|----------------|----------|\\n| Config options | `hermes config edit` or [Configuration docs](https://hermes-agent.nousresearch.com/docs/user-guide/configuration) |\\n| Available tools | `hermes tools list` or [Tools reference](https://hermes-agent.nousresearch.com/docs/reference/tools-reference) |\\n| Slash commands | `/help` in session or [Slash commands reference](https://hermes-agent.nousresearch.com/docs/reference/slash-commands) |\\n| Skills catalog | `hermes skills browse` or [Skills catalog](https://hermes-agent.nousresearch.com/docs/reference/skills-catalog) |\\n| Provider setup | `hermes model` or [Providers guide](https://hermes-agent.nousresearch.com/docs/integrations/providers) |\\n| Platform setup | `hermes gateway setup` or [Messaging docs](https://hermes-agent.nousresearch.com/docs/user-guide/messaging/) |\\n| MCP servers | `hermes mcp list` or [MCP guide](https://hermes-agent.nousresearch.com/docs/user-guide/features/mcp) |\\n| Profiles | `hermes profile list` or [Profiles docs](https://hermes-agent.nousresearch.com/docs/user-guide/profiles) |\\n| Cron jobs | `hermes cron list` or [Cron docs](https://hermes-agent.nousresearch.com/docs/user-guide/features/cron) |\\n| Memory | `hermes memory status` or [Memory docs](https://hermes-agent.nousresearch.com/docs/user-guide/features/memory) |\\n| Env variables | `hermes config env-path` or [Env vars reference](https://hermes-agent.nousresearch.com/docs/reference/environment-variables) |\\n| CLI commands | `hermes --help` or [CLI reference](https://hermes-agent.nousresearch.com/docs/reference/cli-commands) |\\n| Gateway logs | `~/.hermes/logs/gateway.log` |\\n| Session files | `~/.hermes/sessions/` or `hermes sessions browse` |\\n| Source code | `~/.hermes/hermes-agent/` |\\n\\n---\\n\\n## Contributor Quick Reference\\n\\nFor occasional contributors and PR authors. Full developer docs: https://hermes-agent.nousresearch.com/docs/developer-guide/\\n\\n### Project Layout\\n\\n```\\nhermes-agent/\\n├── run_agent.py          # AIAgent — core conversation loop\\n├── model_tools.py        # Tool discovery and dispatch\\n├── toolsets.py           # Toolset definitions\\n├── cli.py                # Interactive CLI (HermesCLI)\\n├── hermes_state.py       # SQLite session store\\n├── agent/                # Prompt builder, compression, display, adapters\\n├── hermes_cli/           # CLI subcommands, config, setup, commands\\n│   ├── commands.py       # Slash command registry (CommandDef)\\n│   ├── config.py         # DEFAULT_CONFIG, env var definitions\\n│   └── main.py           # CLI entry point and argparse\\n├── tools/                # One file per tool\\n│   └── registry.py       # Central tool registry\\n├── gateway/              # Messaging gateway\\n│   └── platforms/        # Platform adapters (telegram, discord, etc.)\\n├── cron/                 # Job scheduler\\n├── tests/                # ~3000 pytest tests\\n└── website/              # Docusaurus docs site\\n```\\n\\nConfig: `~/.hermes/config.yaml` (settings), `~/.hermes/.env` (API keys).\\n\\n### Adding a Tool (3 files)\\n\\n**1. Create `tools/your_tool.py`:**\\n```python\\nimport json, os\\nfrom tools.registry import registry\\n\\ndef check_requirements() -> bool:\\n    return bool(os.getenv(\\\"EXAMPLE_API_KEY\\\"))\\n\\ndef example_tool(param: str, task_id: str = None) -> str:\\n    return json.dumps({\\\"success\\\": True, \\\"data\\\": \\\"...\\\"})\\n\\nregistry.register(\\n    name=\\\"example_tool\\\",\\n    toolset=\\\"example\\\",\\n    schema={\\\"name\\\": \\\"example_tool\\\", \\\"description\\\": \\\"...\\\", \\\"parameters\\\": {...}},\\n    handler=lambda args, **kw: example_tool(\\n        param=args.get(\\\"param\\\", \\\"\\\"), task_id=kw.get(\\\"task_id\\\")),\\n    check_fn=check_requirements,\\n    requires_env=[\\\"EXAMPLE_API_KEY\\\"],\\n)\\n```\\n\\n**2. Add import** in `model_tools.py` → `_discover_tools()` list.\\n\\n**3. Add to `toolsets.py`** → `_HERMES_CORE_TOOLS` list.\\n\\nAll handlers must return JSON strings. Use `get_hermes_home()` for paths, never hardcode `~/.hermes`.\\n\\n### Adding a Slash Command\\n\\n1. Add `CommandDef` to `COMMAND_REGISTRY` in `hermes_cli/commands.py`\\n2. Add handler in `cli.py` → `process_command()`\\n3. (Optional) Add gateway handler in `gateway/run.py`\\n\\nAll consumers (help text, autocomplete, Telegram menu, Slack mapping) derive from the central registry automatically.\\n\\n### Agent Loop (High Level)\\n\\n```\\nrun_conversation():\\n  1. Build system prompt\\n  2. Loop while iterations < max:\\n     a. Call LLM (OpenAI-format messages + tool schemas)\\n     b. If tool_calls → dispatch each via handle_function_call() → append results → continue\\n     c. If text response → return\\n  3. Context compression triggers automatically near token limit\\n```\\n\\n### Testing\\n\\n```bash\\nsource venv/bin/activate  # or .venv/bin/activate\\npython -m pytest tests/ -o 'addopts=' -q   # Full suite\\npython -m pytest tests/tools/ -q            # Specific area\\n```\\n\\n- Tests auto-redirect `HERMES_HOME` to temp dirs — never touch real `~/.hermes/`\\n- Run full suite before pushing any change\\n- Use `-o 'addopts='` to clear any baked-in pytest flags\\n\\n### Commit Conventions\\n\\n```\\ntype: concise subject line\\n\\nOptional body.\\n```\\n\\nTypes: `fix:`, `feat:`, `refactor:`, `docs:`, `chore:`\\n\\n### Key Rules\\n\\n- **Never break prompt caching** — don't change context, tools, or system prompt mid-conversation\\n- **Message role alternation** — never two assistant or two user messages in a row\\n- Use `get_hermes_home()` from `hermes_constants` for all paths (profile-safe)\\n- Config values go in `config.yaml`, secrets go in `.env`\\n- New tools need a `check_fn` so they only appear when requirements are met\\n\", \"path\": \"autonomous-ai-agents/hermes-agent/SKILL.md\", \"skill_dir\": \"/home/ubuntu/.hermes/skills/autonomous-ai-agents/hermes-agent\", \"linked_files\": null, \"usage_hint\": null, \"required_environment_variables\": [], \"required_commands\": [], \"missing_required_environment_variables\": [], \"missing_credential_files\": [], \"missing_required_commands\": [], \"setup_needed\": false, \"setup_skipped\": false, \"readiness_status\": \"available\", \"metadata\": {\"hermes\": {\"tags\": [\"hermes\", \"setup\", \"configuration\", \"multi-agent\", \"spawning\", \"cli\", \"gateway\", \"development\"], \"homepage\": \"https://github.com/NousResearch/hermes-agent\", \"related_skills\": [\"claude-code\", \"codex\", \"opencode\"]}}}",
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      "reasoning_content": "**Considering civic data monitoring**\n\nI'm thinking about creating or patching a \"civic-open-data-monitoring\" project, possibly looking into existing tools like a political tracker or lobby tracker. I need to evaluate the feasibility of using bots with public Argentine open data. I might want to search for the right methods and possibly update certain subscriptions. It seems like a good idea to propose a new class for monitoring public datasets while incorporating details on the Argentine budget. Since the user directly requested this update, I can proceed without further confirmation.",
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              "text": "**Considering civic data monitoring**\n\nI'm thinking about creating or patching a \"civic-open-data-monitoring\" project, possibly looking into existing tools like a political tracker or lobby tracker. I need to evaluate the feasibility of using bots with public Argentine open data. I might want to search for the right methods and possibly update certain subscriptions. It seems like a good idea to propose a new class for monitoring public datasets while incorporating details on the Argentine budget. Since the user directly requested this update, I can proceed without further confirmation."
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            "arguments": "{\"action\":\"create\",\"category\":\"research\",\"name\":\"open-data-monitoring\",\"content\":\"---\\nname: open-data-monitoring\\ndescription: Monitor public/open-data portals and turn changing datasets into alerts, summaries, or social posts. Use for feasibility checks, watchdog bots, civic transparency monitors, scheduled scrapers, and dataset-diff workflows.\\nversion: 1.0.0\\nauthor: Hermes Agent\\nlicense: MIT\\nmetadata:\\n  hermes:\\n    tags: [open-data, monitoring, civic-tech, datasets, alerts, bots]\\n---\\n\\n# Open Data Monitoring\\n\\nUse this skill when the user asks whether an alert bot, transparency tracker, dataset watcher, or public-data automation is feasible.\\n\\nCore pattern:\\n1. **Identify the authoritative source.** Prefer official APIs, CKAN/package metadata, static CSV/ZIP repositories, RSS feeds, and documented downloads over screenshots or UI scraping.\\n2. **Verify with a live probe.** Fetch the API/schema or a small sample of the dataset. Do not just trust a search result.\\n3. **Inspect schema and freshness.** Record fields, date columns, update cadence, license, auth requirements, pagination, and whether values are raw events or aggregates.\\n4. **Define event semantics.** Decide what counts as a new event: new row, changed metric, difference since previous snapshot, state transition, or threshold-crossing.\\n5. **Store state.** Use SQLite/Postgres/Supabase with a deterministic key/hash over stable identifying columns. Keep raw snapshots when auditability matters.\\n6. **Generate concise output.** For alerts/social posts include source, timestamp, amount/status, entity, category, and caveats. Avoid overclaiming real-time or beneficiary-level precision if the dataset is aggregated.\\n7. **Schedule and backoff.** Cron polling is usually enough; add retry/backoff and a last-success marker. Use webhooks only if the source provides them.\\n\\n## Feasibility response checklist\\n\\nAnswer in practical terms:\\n- **Verdict:** feasible / partially feasible / not feasible.\\n- **Source:** exact official endpoint or dataset URL.\\n- **Fields available:** the fields that satisfy the requested output.\\n- **Limitations:** aggregation, latency, auth, rate limits, missing beneficiary identifiers, licensing.\\n- **MVP design:** polling interval, filters, state store, dedupe key, publishing channel.\\n- **Example output:** one realistic alert/post from sampled data.\\n\\n## Implementation sketch\\n\\n```python\\nimport csv, hashlib, io, json, sqlite3, zipfile\\nfrom datetime import datetime\\nimport requests\\n\\nurl = \\\"https://example.gov/dataset.zip\\\"\\nr = requests.get(url, timeout=60)\\nr.raise_for_status()\\nz = zipfile.ZipFile(io.BytesIO(r.content))\\nname = z.namelist()[0]\\n\\nconn = sqlite3.connect(\\\"open_data_monitor.db\\\")\\nconn.execute(\\\"\\\"\\\"\\nCREATE TABLE IF NOT EXISTS seen (\\n  key TEXT PRIMARY KEY,\\n  first_seen_at TEXT NOT NULL,\\n  payload TEXT NOT NULL\\n)\\n\\\"\\\"\\\")\\n\\nwith z.open(name) as f:\\n    reader = csv.DictReader(io.TextIOWrapper(f, encoding=\\\"utf-8-sig\\\"))\\n    for row in reader:\\n        # Customize these fields per dataset.\\n        if row.get(\\\"amount\\\", \\\"0\\\") in (\\\"\\\", \\\"0\\\"):\\n            continue\\n        stable = \\\"|\\\".join(str(row.get(c, \\\"\\\")) for c in [\\\"date\\\", \\\"entity\\\", \\\"category\\\", \\\"amount\\\"])\\n        key = hashlib.sha256(stable.encode()).hexdigest()\\n        try:\\n            conn.execute(\\n                \\\"INSERT INTO seen(key, first_seen_at, payload) VALUES (?, ?, ?)\\\",\\n                (key, datetime.utcnow().isoformat(), json.dumps(row, ensure_ascii=False)),\\n            )\\n            # emit alert here\\n        except sqlite3.IntegrityError:\\n            pass\\nconn.commit()\\n```\\n\\n## Pitfalls\\n\\n- **Aggregate vs transaction:** many budget datasets are aggregated execution records, not individual bank transfers. Phrase alerts accordingly.\\n- **Units and decimals:** verify currency scale and decimal separator before publishing amounts.\\n- **Late revisions:** old rows may change after initial publication; if revisions matter, diff the full row payload, not just new IDs.\\n- **Auth/documented API mismatch:** a web UI may advertise an API that requires auth while static data downloads are public.\\n- **Spam control:** for social media, filter by materiality (thresholds/categories) or publish daily summaries instead of every row.\\n\\n## References\\n\\n- `references/argentina-presupuesto-abierto.md` — Presupuesto Abierto datasets, API quirks, and transfer-monitoring fields.\\n\"}"
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      "content": "{\"success\": true, \"message\": \"Skill 'open-data-monitoring' created.\", \"path\": \"research/open-data-monitoring\", \"skill_md\": \"/home/ubuntu/.hermes/skills/research/open-data-monitoring/SKILL.md\", \"category\": \"research\", \"hint\": \"To add reference files, templates, or scripts, use skill_manage(action='write_file', name='open-data-monitoring', file_path='references/example.md', file_content='...')\"}",
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      "tool_calls": [
        {
          "id": "call_E34g2u1cQZBXbqLPV4YKQNLK",
          "call_id": "call_E34g2u1cQZBXbqLPV4YKQNLK",
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            "arguments": "{\"action\":\"write_file\",\"name\":\"open-data-monitoring\",\"file_path\":\"references/argentina-presupuesto-abierto.md\",\"file_content\":\"# Argentina Presupuesto Abierto — monitoring notes\\n\\nUse for questions like: “can we build a bot that posts national government transfers to provinces/universities/etc.?”\\n\\n## Official sources\\n\\n- API docs/UI: `https://www.presupuestoabierto.gob.ar/api/`\\n- Public data portal package search: `https://datos.gob.ar/api/3/action/package_search?q=presupuesto%20abierto%20credito%20gasto`\\n- Current-year static downloads are often available even before the CKAN package is listed, e.g.:\\n  - `https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip`\\n  - Pattern: `https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/{YEAR}/credito-diario-{YEAR}.zip`\\n\\n## API quirks\\n\\n- `GET https://www.presupuestoabierto.gob.ar/api/v1/credito` returns 405; the endpoint expects POST.\\n- POSTing a query may return `401 {\\\"message\\\":\\\"Debe indicar el header Authorization en la petición\\\"}`.\\n- The schema endpoints are public and useful:\\n  - `https://www.presupuestoabierto.gob.ar/api/jsonCredito`\\n  - `https://www.presupuestoabierto.gob.ar/api/jsonRecurso`\\n  - `https://www.presupuestoabierto.gob.ar/api/jsonPef`\\n  - `https://www.presupuestoabierto.gob.ar/api/jsonTransversalFinanciero`\\n- Column descriptions are available as UTF-16-ish text files under `/api/json/itemCredito.txt`, etc.\\n\\n## Transfer monitoring fields\\n\\nThe `credito-diario-{YEAR}.csv` inside the ZIP has useful fields:\\n\\n- `impacto_presupuestario_fecha`\\n- `impacto_presupuestario_anio`, `impacto_presupuestario_mes`\\n- `ejercicio_presupuestario`\\n- `jurisdiccion_desc`, `entidad_desc`, `servicio_desc`\\n- `programa_desc`, `subprograma_desc`, `proyecto_desc`, `actividad_desc`, `obra_desc`\\n- `inciso_id`, `inciso_desc`\\n- `principal_desc`, `parcial_desc`, `subparcial_desc`\\n- `ubicacion_geografica_desc`\\n- `credito_presupuestado`, `credito_vigente`, `credito_comprometido`, `credito_devengado`, `credito_pagado`\\n- `ultima_actualizacion_fecha`\\n\\nFor transfer-like rows, filter:\\n\\n- `inciso_id == \\\"5\\\"` → Transferencias\\n- then usually `credito_pagado > 0` for paid execution, or `credito_devengado > 0` for accrued/recognized spending.\\n\\nExamples of transfer categories seen in 2026 data:\\n\\n- `Transferencias a instituciones provinciales y municipales para financiar gastos corrientes`\\n- `Transferencias a la Administración Pública Provincial para financiar gastos corrientes`\\n- `Transferencias a fondos fiduciarios y otros entes del Sector Público Nacional no Financiero para financiar gastos corrientes`\\n- `Transferencias al sector privado para financiar gastos corrientes`\\n\\n## Caveats to say out loud\\n\\n- This is budget execution data, not necessarily each bank transfer as a discrete payment order.\\n- It is commonly aggregated by day + budget classifiers + geography, so avoid claims like “the government sent a wire to beneficiary X” unless another source provides beneficiary-level data.\\n- Verify currency/decimal handling before posting amounts. Values use comma decimal separators in the CSV (e.g. `18,68193597`).\\n- Freshness depends on the dataset update cadence. In the May 12, 2026 probe, the file reported: `Última actualización del ejercicio 2026: 10 Mayo 2026.`\\n\\n## Minimal probe\\n\\n```bash\\npython3 - <<'PY'\\nimport csv, io, requests, zipfile\\nurl='https://dgsiaf-repo.mecon.gob.ar/repository/pa/datasets/2026/credito-diario-2026.zip'\\nz=zipfile.ZipFile(io.BytesIO(requests.get(url, timeout=60).content))\\nwith z.open(z.namelist()[0]) as f:\\n    reader=csv.DictReader(io.TextIOWrapper(f, encoding='utf-8-sig'))\\n    rows=[]\\n    for r in reader:\\n        if r.get('inciso_id') == '5':\\n            paid=float((r.get('credito_pagado') or '0').replace(',','.'))\\n            if paid > 0:\\n                rows.append((r, paid))\\n    rows.sort(key=lambda x: x[0]['impacto_presupuestario_fecha'], reverse=True)\\n    print('paid transfer rows', len(rows))\\n    if rows:\\n        print(rows[0][0].get('ultima_actualizacion_fecha'))\\n    for r, paid in rows[:5]:\\n        print(r['impacto_presupuestario_fecha'], paid, r['jurisdiccion_desc'], r['entidad_desc'], r['programa_desc'], r['principal_desc'], r['ubicacion_geografica_desc'])\\nPY\\n```\\n\\n## Suggested social-post phrasing\\n\\nPrefer:\\n\\n> 2026-05-08 — Ejecución presupuestaria registrada  \\n> Jurisdicción: Ministerio de Economía  \\n> Destino geográfico: Provincia de Jujuy  \\n> Partida: Transferencias a instituciones provinciales y municipales para gastos corrientes  \\n> Pagado: $X  \\n> Fuente: Presupuesto Abierto\\n\\nAvoid unless independently verified:\\n\\n> El gobierno transfirió exactamente $X a [beneficiario final] en tiempo real.\\n\"}"
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      "role": "assistant",
      "content": "Actualicé la skill library:\n\n- **Patched `xurl`**: agregué fallback para leer tweets públicos cuando `xurl` no está instalado/auth/quota falla:\n  - `api.fxtwitter.com`\n  - `api.vxtwitter.com`\n  - oEmbed / syndication como alternativas\n\n- **Creé skill nueva class-level `open-data-monitoring`**:\n  - Para bots/monitores sobre datasets públicos, alertas, diffs, cron jobs, transparencia cívica, etc.\n  - Incluye checklist de factibilidad, diseño MVP, dedupe/state store, pitfalls.\n\n- **Agregué referencia**:\n  - `open-data-monitoring/references/argentina-presupuesto-abierto.md`\n  - Documenta Presupuesto Abierto, URLs de datasets `credito-diario-{YEAR}.zip`, campos útiles, filtro `inciso_id == 5`, caveats de agregación vs transferencias individuales, y probe reproducible.\n\nOverlap notado: `xurl` y `xitter` siguen coexistiendo; `xurl` ya dice que reemplaza al viejo `xitter`, así que eso queda para curador/consolidación futura.",
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        {
          "type": "reasoning",
          "encrypted_content": "gAAAAABqAz5weA8Ui7PtGEt6O_KTwJwrlPj8klufz6ct7P8_eEJaN3i8Pt34C5I6ahE4MgntuakKvA-cRMyEhXsKSpdMrdJXbdSTH7NdK8TPwXU6o4KU8WxzEcF4oMhW6ZU_0a2RosrzJtfW26THDRzeVVQglxhnrTSfw_70V-mjdFN1StwW7-rFRLhxZ-Y63TqHDyClYZXCxQ10eXTaO7YAyIUWNOto0p71Uarb_duY6-df-cETIs8bo5ziEnhofz1ossyBxdxxggThpZ9-4ukhhI-hNqvea3TupbtOyIG9sVNmDLsRqiPuOoPky6H9wrnRqA-5XWxNAjJOzM14iqoWEst9oCGe05BZe4RbX59xQiSmY7kgbR0VFc7jFzKn-e1dafn_mSOKyjpMk5GzxR0uWICS7MzrhSDxEylbbHO_fiKC5fjoO20K4vOPrZpktr0DofL6sn8szwhCDtb6JusKno2Esi8NGKVLp-v0ECCoGS7N-8ELMfAqI77dZ3ZF-1ZSlPAbR_aliRbzLe4R5X_1v_ydqCdg9J3KRYGo-uoQ6YGPrRJdWlLsnQgs6cWnE_-_nftCT9_xPPREk5Z_9lJN5Hdmszu0QoaSpesA6mifXU3p2naaSghsooJAm1qBVsP-jyeq90-hjild_JJfg4Tsins7_oORBZXpgMMJLpze01eswZx3rx9D1nmix7gSHrshDIelMv3EBXjWu6ZAgXHJA79dJU2INqSY2nP-YFJWW1WeTSBY2t2mWO2q_IC6_ajcMMwdbtzxu4UXdRHEvIol3CtvsW04d1MPmEWcZF4sOlnY0xj6DG-YqlyrUdQeqU3AZ4HhJosl29PqneiSKO-f_QMl2GuEFhKQ58JfP6t9-sy_fqfU2lf7WPU-S9NBtrLlwN5ke0C4IQsDOTnHmIBWY5yttKjZaafF35UjzWXrxkz2fU1VeIZGe6G63aonj86x4W_DcH0wjxmwspgDrlo9_mbKxA8Tnmr7Z7lOA_JyJ0a28JhWjvDuubsw021CQM4Olo2qht3xAHOYZQ69tQopgWnxEzLkQw-p499KV2Yho8eAIk79H-_-ya3qYGK4RMyOgc_UGIaZ0cTozL3cZoIGnDSXtA4K27RYbaRgmoB6Lk44d5tf4wBqZMM6nGDvXdVgAuxXWr-G",
          "id": "rs_0c627b855aa33a89016a033e6dca8c8191ae44281eb0a1cd22",
          "summary": [
            {
              "type": "summary_text",
              "text": "**Clarifying updates**\n\nI need to finalize a concise summary that mentions any recent updates. I wonder if there's an overlap between xitter and xurl? It seems like xurl is the replacement for older xitter, but the existing xitter is still listed. That's a point to highlight. I'll make sure to include any potential overlaps clearly in my final summary to avoid confusion. It's interesting how these platforms are evolving!"
            }
          ]
        }
      ],
      "codex_message_items": [
        {
          "type": "message",
          "role": "assistant",
          "status": "completed",
          "content": [
            {
              "type": "output_text",
              "text": "Actualicé la skill library:\n\n- **Patched `xurl`**: agregué fallback para leer tweets públicos cuando `xurl` no está instalado/auth/quota falla:\n  - `api.fxtwitter.com`\n  - `api.vxtwitter.com`\n  - oEmbed / syndication como alternativas\n\n- **Creé skill nueva class-level `open-data-monitoring`**:\n  - Para bots/monitores sobre datasets públicos, alertas, diffs, cron jobs, transparencia cívica, etc.\n  - Incluye checklist de factibilidad, diseño MVP, dedupe/state store, pitfalls.\n\n- **Agregué referencia**:\n  - `open-data-monitoring/references/argentina-presupuesto-abierto.md`\n  - Documenta Presupuesto Abierto, URLs de datasets `credito-diario-{YEAR}.zip`, campos útiles, filtro `inciso_id == 5`, caveats de agregación vs transferencias individuales, y probe reproducible.\n\nOverlap notado: `xurl` y `xitter` siguen coexistiendo; `xurl` ya dice que reemplaza al viejo `xitter`, así que eso queda para curador/consolidación futura."
            }
          ],
          "id": "msg_0c627b855aa33a89016a033e7084b8819183a882b33f9b25e4",
          "phase": "final_answer"
        }
      ]
    }
  ]
}