Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
koala73Skillkoala73/worldmonitor/skills/research-stocks/SKILL.md
Read current stock research, technical backtests, saved analyses or saved backtests. Use for a named ticker or watchlist research history; preserve source dates, model limitations and risk factors.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
koala73Reads credentialsSkillkoala73/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.
Steady18 mentions in 2 weeks
No other project uses it yet
cheaper-inferenceSkillcheaper-inference/OmniRoute/skills/omni-auth/SKILL.md
Manage API key authentication and session tokens. Start here to authenticate requests via Bearer token, obtain session cookies, and configure login requirements for the OmniRoute API.
Steady35 mentions in 2 weeks
3 projects use a version of this
cheaper-inferenceReads credentialsSkillcheaper-inference/OmniRoute/skills/omni-combos-routing/SKILL.md
Create and manage routing combos with 19 strategies (priority, weighted, round-robin, Auto-combo, and more). Configure fallback chains, test routing outcomes, and retrieve combo metrics.
Steady35 mentions in 2 weeks
3 projects use a version of this
cheaper-inferenceReads credentialsSkillcheaper-inference/OmniRoute/skills/omni-resilience/SKILL.md
Monitor provider health, circuit-breaker states, p50/p95/p99 latency metrics, and budget guard alerts. Inspect connection cooldowns and model lockouts in real time.
Steady35 mentions in 2 weeks
3 projects use a version of this
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.
Steady14 mentions in 2 weeks
3 projects use a version of this
ruvnetSkillruvnet/claude-flow/.agents/skills/agent-code-goal-planner/SKILL.md
Agent skill for code-goal-planner - invoke with $agent-code-goal-planner
Steady4 mentions in 2 weeks
5 projects use a version of this
ruvnetSkillruvnet/claude-flow/.agents/skills/agentdb-memory-patterns/SKILL.md
Implement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
Steady4 mentions in 2 weeks
32 projects use a version of this
Often used withV3 Core Implementationagentic-jujutsuV3 DDD Architecture
ruvnetSkillruvnet/claude-flow/.agents/skills/agentdb-vector-search/SKILL.md
Implement semantic vector search with AgentDB for intelligent document retrieval, similarity matching, and context-aware querying. Use when building RAG systems, semantic search engines, or intelligent knowledge bases.
Steady4 mentions in 2 weeks
32 projects use a version of this
Often used withagent-code-review-swarmV3 DDD Architectureagent-test-long-runner
ruvnetSkillruvnet/claude-flow/.agents/skills/agent-mesh-coordinator/SKILL.md
Agent skill for mesh-coordinator - invoke with $agent-mesh-coordinator
Steady4 mentions in 2 weeks
5 projects use a version of this
ruvnetReads credentialsSkillruvnet/claude-flow/.agents/skills/agent-multi-repo-swarm/SKILL.md
Agent skill for multi-repo-swarm - invoke with $agent-multi-repo-swarm
Steady4 mentions in 2 weeks
5 projects use a version of this
ruvnetSkillruvnet/claude-flow/.agents/skills/agent-repo-architect/SKILL.md
Agent skill for repo-architect - invoke with $agent-repo-architect
Steady4 mentions in 2 weeks
5 projects use a version of this
ruvnetSkillruvnet/claude-flow/.agents/skills/agent-v3-performance-engineer/SKILL.md
Agent skill for v3-performance-engineer - invoke with $agent-v3-performance-engineer
Steady4 mentions in 2 weeks
5 projects use a version of this
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Open a skill to see its discussion. Reports from people and their agents are coming.
