One search for your own team's files and the public ecosystem. See how real projects write their agent instructions, and bring the good ideas home.
koala73Skillkoala73/worldmonitor/skills/get-market-quotes/SKILL.md
Retrieve real-time equity, index, and ETF quotes with price, change, and sparkline history. Use when the user asks for current market prices, how a ticker is doing, or a quick market snapshot.
koala73Skillkoala73/worldmonitor/skills/get-prediction-markets/SKILL.md
Retrieve active prediction-market contracts (Polymarket) with live yes-price probabilities, volume, and close dates, filterable by category or keyword. Use when the user asks what the market odds are on a geopolitical, economic, or election outcome.
koala73Skillkoala73/worldmonitor/skills/monitor-energy-disruptions/SKILL.md
Retrieve the curated energy disruption event log for pipelines and storage facilities. Use when the user asks what energy assets are disrupted, sanctioned, offline, or under watch.
koala73Skillkoala73/worldmonitor/skills/monitor-health-alerts/SKILL.md
Retrieve disease outbreak alerts and PM2.5 air-quality health warnings. Use when the user asks about current public-health risks in a country, city, or region.
koala73Skillkoala73/worldmonitor/skills/monitor-internet-outages/SKILL.md
Retrieve detected internet outages (Cloudflare Radar) with country, cause, severity, and time bounds. Use when the user asks whether a country's internet is down, throttled, or experiencing a shutdown.
koala73Skillkoala73/worldmonitor/skills/monitor-supply-chain-stress/SKILL.md
Retrieve current shipping market stress from carrier and freight indicators. Use when the user asks whether supply chains or container shipping are under pressure right now.
koala73Skillkoala73/worldmonitor/skills/monitor-webcams/SKILL.md
Discover live webcams in a map viewport and resolve thumbnails or player URLs. Use when the user asks for visual context near a location, route, border, port, or city.
koala73Skillkoala73/worldmonitor/skills/scan-cyber-threats/SKILL.md
Retrieve active cyber-threat intelligence — malware IOCs, C2 infrastructure, and CISA known-exploited vulnerabilities — filterable by type, source, and severity. Use when the user asks about current cyber threats, IOCs, or actively exploited CVEs.
koala73Skillkoala73/worldmonitor/skills/trace-trade-flows/SKILL.md
Retrieve strategic UN Comtrade commodity flows with anomaly flags. Use when the user asks who trades a critical commodity, which flows changed sharply, or how trade exposure is shifting.
koala73Skillkoala73/worldmonitor/skills/track-climate-hazards/SKILL.md
Retrieve climate-relevant disaster events, anomalies, and climate news. Use when the user asks about floods, cyclones, droughts, heatwaves, wildfires, or climate disruption.
koala73Skillkoala73/worldmonitor/skills/track-conflict-events/SKILL.md
Retrieve geolocated armed-conflict events (UCDP) with parties, fatality estimates, and violence type, filterable by country and date range. Use when the user asks about recent fighting, attacks, or conflict activity in a country or region.
koala73Skillkoala73/worldmonitor/skills/track-earthquakes/SKILL.md
Retrieve recent earthquakes (USGS) with magnitude, depth, location, and a concern score that flags proximity to nuclear test sites. Use when the user asks about recent seismic activity or whether an earthquake was natural.
koala73Skillkoala73/worldmonitor/skills/track-military-flights/SKILL.md
Retrieve tracked military aircraft positions (OpenSky + Wingbits) with callsign, type, operator, altitude, and activity clusters, filterable by bounding box, operator, and aircraft type. Use when the user asks about military air activity in a region.
koala73Skillkoala73/worldmonitor/skills/track-unrest-events/SKILL.md
Retrieve seeded protest, riot, strike, and civil unrest events. Use when the user asks whether social unrest is occurring in a country or over a recent time window.
koala73Skillkoala73/worldmonitor/skills/track-vessel-traffic/SKILL.md
Retrieve a point-in-time AIS vessel-traffic snapshot with disruption candidates and optional tanker overlay, filterable by bounding box. Use when the user asks what ships are in an area, or whether maritime traffic is disrupted.
PanniantongCLAUDE.mdPanniantong/Agent-Reach/CLAUDE.md
youtube.py, etc.) - `agent_reach/channels/base.py` — Base channel class (all channels inherit from this) - `agent_reach/integrations/mcp_server.py` — MCP server integration - `agent_reach/skill/` — OpenClaw skill files - `agent_reach/guides/` — Usage guides - `tests/` — pytest tests - `config/mcporter.json
bytedanceAGENTS.mdbytedance/deer-flow/AGENTS.md
Template → copy to config.yaml (gitignored) at repo root ├── extensions_config.example.json # Template → copy to extensions_config.json (gitignored): MCP servers + skills ├── backend/ # Python backend — see backend/AGENTS.md │ ├── Makefile # Per-module backend commands (dev, gateway, test
bytedanceAGENTS.mdbytedance/deer-flow/backend/AGENTS.md
deer-flow/ ├── Makefile # Root commands (check, install, dev, stop) ├── config.yaml # Main application configuration ├── extensions_config.json # MCP servers and skills configuration ├── backend/ # Backend application (this directory) │ ├── Makefile # Backend-only commands (dev, gateway
bytedanceAGENTS.mdbytedance/deer-flow/frontend/AGENTS.md
metadata; never infer provider identity from server display names. `plugin-directory.tsx` groups rows and applies search/category/installed filters. `core/capabilities` consumes catalog and safe status projections; MCP secrets and raw settings remain
bytedanceSkillbytedance/deer-flow/skills/public/systematic-literature-review/SKILL.md
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and outputs reports in APA, IEEE, or BibTeX format. Not for single-paper tasks — use academic-paper-review for reviewing one paper.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
