Self Improving Agent
Self Improving Agent addresses a recognizable data ai workflow and is included automatically from current public adoption and activity signals.
See why it worksIndependent agent skills directory
Discover the Agent Skills people are actually downloading, starring, and using across OpenClaw and other AI agent tools.
Try GitHub, browser automation, writing, or documents
Popularity ranking
The most adopted skills in the current public ClawHub catalog snapshot.
Captures learnings, errors, and corrections to enable continuous improvement for the agent.
Security-first skill vetting for AI agents. Use before installing any skill from ClawdHub, GitHub, or other sources. Checks for red flags, permission scope, and suspicious patterns.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when.
Typed knowledge graph for structured agent memory and composable skills. Use when creating/querying entities (Person, Project, Task, Event, Document), linkin.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Google Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
Security gate for skills. Every new skill MUST pass SkillScan before use. Activate on any install, load, add, evaluate, or safety question about a skill. On.
Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Now with WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns. Part of the Hal Stack 🦞
Get current weather and forecasts (no API key required).
Current momentum
Skills receiving notable attention in ClawHub’s current trending order. Percent changes appear only after enough daily snapshots exist.
Control Sonos speakers (discover/status/play/volume/group).
↑ Trending now#1 momentumGoogle Workspace CLI for Gmail, Calendar, Drive, Contacts, Sheets, and Docs.
↑ Trending now#2 momentumInteract with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
↑ Trending now#3 momentumGet current weather and forecasts (no API key required).
↑ Trending now#4 momentumLocal speech-to-text with the Whisper CLI (no API key).
↑ Trending now#5 momentumGuide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
↑ Trending now#6 momentumNotion API for creating and managing pages, databases, and blocks.
↑ Trending now#7 momentumWork with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
↑ Trending now#8 momentumBrowse by workflow
Eight focused collections—enough structure to find what you need without turning discovery into taxonomy work.
Code generation, GitHub workflows, testing, reviews, and front-end development.
Top skillGithub7 skillsBrowser automation, web search, research, extraction, and source gathering.
Top skillMulti Search Engine17 skillsTasks, calendars, notes, planning, and personal knowledge workflows.
Top skillSelf Improving + Proactive Agent6 skillsSEO, writing, social media, audience research, and content planning.
Top skillHumanizer6 skillsData analysis, model workflows, generation, transcription, and knowledge tools.
Top skillSelf Improving Agent15 skillsDeployments, infrastructure, security checks, servers, and automation.
Top skillSkill Vetter11 skillsEmail, chat, messaging, calls, contacts, and CRM workflows.
Top skillGog17 skillsPDF, spreadsheets, slides, images, audio, and video workflows.
Top skillOntology20 skillsAutomatically selected
Six category leaders selected automatically from adoption, activity, and source completeness—without paid placement or manual ranking.
Self Improving Agent addresses a recognizable data ai workflow and is included automatically from current public adoption and activity signals.
See why it worksSkill Vetter addresses a recognizable devops cloud workflow and is included automatically from current public adoption and activity signals.
See why it worksSelf Improving + Proactive Agent addresses a recognizable productivity workflow and is included automatically from current public adoption and activity signals.
See why it worksOntology addresses a recognizable media files workflow and is included automatically from current public adoption and activity signals.
See why it worksGithub addresses a recognizable coding workflow and is included automatically from current public adoption and activity signals.
See why it worksGog addresses a recognizable communication workflow and is included automatically from current public adoption and activity signals.
See why it worksTransparent by design
Overall rank follows public downloads, while trend, community interest, and maintenance activity are shown separately. Sponsored listings and manual score adjustments never enter the ranking.
View Ranking MethodologyBuild your foundation
Short, practical guides for choosing, installing, and combining agent capabilities.
A practical explanation of Skills, SKILL.md, and how they differ from MCP servers.
Read guide Practical guide · 8 min readInstall from ClawHub, Git, or a local folder—and know what to review first.
Read guide Practical shortlist · 7 min readA beginner-friendly path through useful, understandable skills across common workflows.
Read guide