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/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-tariff-trends/SKILL.md
Retrieve MFN applied tariff-rate timeseries for a reporting country — applied vs bound rates by year, plus the optional US effective tariff rate. Use when the user asks how a country's MFN tariffs have changed over time.
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
No summary in the file. Open it to read it.
Panniantongllms.txtPanniantong/Agent-Reach/llms.txt
Give your AI agent eyes to see the internet. Agent Reach installs, routes, and health-checks upstream tools for 15 platforms — Twitter/X, Reddit, Facebook, Instagram, YouTube, GitHub, Bilibili, XiaoHongShu, LinkedIn, V2EX, Xueqiu, Xiaoyuzhou Podcast, RSS, web search, and any web page. One install, zero API fees.
Egonex-AICLAUDE.mdEgonex-AI/Understand-Anything/CLAUDE.md
No summary in the file. Open it to read it.
bytedanceAGENTS.mdbytedance/deer-flow/AGENTS.md
It is the source of truth; the sibling CLAUDE.md imports it via @AGENTS.md. It is the monorepo orientation layer: it maps the whole repo and points to the module guides that own the depth. For anything inside a module, read that module's guide rather than expecting full detail here: - backend/AGENTS.md — backend depth: harness/app split, agent & middleware chain, sandbox, MCP, skills, memory, IM channels, persistence/migrations, config system, test layout. - frontend/AGENTS.md — frontend depth: Next.js App Router layout,…
bytedanceAGENTS.mdbytedance/deer-flow/backend/AGENTS.md
The backend runs a LangGraph-based super agent with sandbox execution, persistent memory, subagent delegation, and extensible tools in isolated per-thread environments. Architecture: - Gateway API (port 8001): REST API plus embedded LangGraph-compatible agent runtime - Frontend (port 3000): Next.js web interface - Nginx (port 2026): Unified reverse proxy entry point - Provisioner (port 8002, optional in Docker dev): Started only when sandbox is configured for provisioner/Kubernetes mode Runtime: - make dev, Docker dev, and production all run the agent runtime…
bytedanceCLAUDE.mdbytedance/deer-flow/backend/CLAUDE.md
The backend agent guidance lives in AGENTS.md so it is shared across coding agents (Claude Code, Codex, and others). Claude Code imports it below.
bytedanceCLAUDE.mdbytedance/deer-flow/CLAUDE.md
The repo's agent guidance lives in AGENTS.md so it is shared across coding agents (Claude Code, Codex, and others). Claude Code imports it below.
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.
