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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Investigates a session where Superpowers went wrong, reads the transcripts on disk and produces an evidence-cited report, optionally prepared as a bug report for the maintainers. | obra/ | 296k | 3 repos | ~1.7k | Automated safety check: Pass | MIT | today |
| 2 | Runs a loop on a GitHub pull request: fetch review state, triage comments into actions, implement them and resolve threads, repeating until nothing actionable is left. | prisma/ | 48k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Meta-skill that turns docs, APIs, code or specs into a reusable skill with references and a quality gate, and refactors skills that are unclear or misfire. | tradecatlabs/ | 17k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | today |
| 4 | Interviews you one question at a time about goal, trigger, permissions and data needs, then drafts a single agentic workflow markdown file. | dotnet/ | 4.6k | 2 repos | ~3.5k | Automated safety check: Pass | MIT | yesterday |
| 5 | Runs a spec-driven workflow from PRD to epic to GitHub issues to parallel agents, with status, standup and blocked-work reports from bundled scripts. | automazeio/ | 8.4k | — | ~1.1k | Automated safety check: Pass | MIT | 6 mo ago |
| 6 | Detects the type of a knowledge source and uses the Skill Seekers MCP tools to turn docs, repos, PDFs or videos into packaged AI skills. | yusufkaraaslan/ | 15k | — | ~760 | Automated safety check: Pass | MIT | 8 days ago |
| 7 | Reviews Cherry Studio branches, pull requests, commits, files and docs against the project's own architecture, naming, API-boundary and UI rules, report-only by default. | CherryHQ/ | 52k | — | ~3.9k | Automated safety check: Pass | AGPL-3.0 | today |
| 8 | Packs a local directory or remote GitHub repository into one AI-friendly file with Repomix, then searches it to explore structure, find patterns and count tokens. | yamadashy/ | 29k | — | ~1.3k | Automated safety check: Notes | MIT | 5 days ago |
| 9 | Deep-dive analysis of GitHub projects. An agent skill from MaxMiksa/Auto-Company. | MaxMiksa/ | 3.1k | — | ~2.8k | Automated safety check: Pass | MIT | 4 days ago |
| 10 | Turns a problem you keep running into into a single installable, tested skill, and prepares a GitHub repository only when you ask to share it. | dontbesilent2025/ | 11k | — | ~1.2k | Automated safety check: Pass | Unknown | today |
| 11 | Runs maintenance for the context-mode project with parallel subagents: issue triage, PR review, releases, bug fixes, announcements and branch syncing. | mksglu/ | 26k | — | ~6k | Automated safety check: Pass | Unknown | yesterday |
| 12 | Research, create, improve, migrate, evaluate, package, install-check, govern, and safely publish qiaomu-flavored agent skills from workflows, prompts, transcripts, docs, SOPs, runbooks, scripts, or… | joeseesun/ | 383 | — | ~2.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 13 | 13.Precheck PR Self-check your branch before creating a PR — catch dead code, prevent new model-specific Python examples, verify accuracy/perf claims, validate PR title format, and confirm merge readiness. | vllm-project/ | 7.1k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | A skill your agent uses when implementing, resuming, reviewing, or verifying the DeepSeek++ Codex-style automation feature in this repository. | zhu1090093659/ | 1.9k | — | ~2.1k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 15 | 15.PR Cycle PR review-and-update cycle — the orchestrator that takes a PR from review to resolved. | jaemk/ | 2.1k | — | ~4.8k | Automated safety check: Notes | MIT | 7 days ago |
| 16 | 16.Helmor CLI Use the Helmor CLI to remote-control Helmor from the terminal. | dohooo/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 17 | Designs and verifies a deterministic grader that measures whether a GitHub Agentic Workflow run reached its real-world or repository outcome. | github/ | 5.4k | — | ~6.8k | Automated safety check: Pass | MIT | today |
| 18 | 18.Luban 鲁班(Luban)——Skill打磨工坊。把一个"能用的Skill"打磨成"能被理解、能被安装、能被传播、能被验证、能持续进化"的公共Skill资产。 | LearnPrompt/ | 958 | — | ~3.1k | Automated safety check: Pass | MIT | 3 mo ago |
| 19 | 19.PRP Loop Runs the plan, implement and review pipeline detached in fresh headless sessions, looping review and fix until the pull request is clean. | Wirasm/ | 2.3k | — | ~894 | Automated safety check: Pass | MIT | 6 days ago |
| 20 | Automates pre-development workflow for large-scale complex tasks. | zhu1090093659/ | 1.9k | — | ~6.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 21 | 21.PR Review Targeted, read-only review of a PR or checked-out branch. An agent skill from jaemk/self_update. | jaemk/ | 961 | — | ~1.5k | Automated safety check: Notes | MIT | 1 mo ago |
| 22 | 22.Read GitHub Read and search GitHub repository documentation via gitmcp.io MCP service. | AgentTeam-TaichuAI/ | 670 | 2 repos | ~638 | Automated safety check: Pass | No licence | 5 mo ago |
| 23 | Debrief an AI agent skill (SKILL.md) after using it — capture session feedback or a retrospective and fold it back into the skill. | computerlovetech/ | 451 | 1 repo | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | Researches code with evidence: traces callers, imports and cross-repo links, diagnoses failures and reports findings with exact file and line references and a confidence label. | bgauryy/ | 949 | — | ~1.5k | Automated safety check: Pass | MIT | 5 days ago |
| 25 | Installs and verifies the latest stable OpenGUI release in a DeepSeek Harness web profile on macOS without disturbing existing plugins or settings. | Core-Mate/ | 1.8k | — | ~1.1k | Automated safety check: Pass | Unknown | today |
| 26 | Runs the same code review locally that GitHub's auto-review actions run on a PR, delegating to a fresh-context subagent so the review isn't biased by the main session's own reasoning. | windmill-labs/ | 18k | — | ~995 | Automated safety check: Pass | Unknown | today |
| 27 | A skill your agent uses when an AI agent wants to participate in the Haidian Centennial Jing-Zhang AI Innovation Belt open call, follow changing materials and community discussion, generate or… | open-city-ai/ | 415 | — | ~9.4k | Automated safety check: Pass | No licence | 1 mo ago |
| 28 | Scaffolds, edits, reloads and debugs a canvas extension that the GitHub Copilot CLI can open in its side panel. | github/ | 5.4k | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 29 | Load the official MCP Apps builder skills (create-mcp-app, migrate-oai-app, add-app-to-server, convert-web-app) from github.com/modelcontextprotocol/ext-apps. | awslabs/ | 1.4k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Uses the skb command to search, install, update, delete, publish and import skills on a Skill Base site, including curated collections and GitHub imports. | ginuim/ | 120 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | 16 days ago |
| 31 | 31.Gh Merge Completes the AgentsMesh GitHub pull-request workflow: commits scoped changes, rebases on the authoritative GitHub branch, opens or reuses a PR, monitors required checks, fixes failures, and merges… | AgentsMesh/ | 2.4k | — | ~715 | Automated safety check: Pass | Unknown | 15 days ago |
| 32 | Walks a non-technical user through creating or joining a TeamAI team repo, then managing members, roles, MCP, and environment settings. | Tencent/ | 5.1k | — | ~1.2k | Automated safety check: Pass | Unknown | yesterday |
| 33 | Create, publish, delete, and submit plugins for coding agents (Claude Code, OpenCode, Devin CLI/Desktop). | CodeAlive-AI/ | 157 | 1 repo | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 34 | Sets up an Agent skills block in AGENTS.md/CLAUDE.md and docs/agents/ so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc… | ywwynm/ | 144 | 9 repos | ~1.7k | Automated safety check: Pass | GPL-3.0 | 24 days ago |
| 35 | Turns a GitHub course repository into an interactive tutor for the MCP Associate certification, making the learner explain and defend each step. | rohitg00/ | 66k | — | ~3.5k | Automated safety check: Pass | MIT | 2 days ago |
| 36 | Charts a foggy effort into a map of decision tickets on the repo's issue tracker and works through them one per session, producing decisions rather than deliverables. | Yeachan-Heo/ | 40k | — | ~4.1k | Automated safety check: Pass | MIT | yesterday |
| 37 | 37.Octo Loop A skill your agent uses when operating the Octo Loop control plane through the octo-cli loop commands: reading or writing Fleet tasks, comments, metadata, projects, and labels; dispatching work to… | Mininglamp-OSS/ | 918 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 38 | 38.Release Publishing a jMunch release (jcodemunch-mcp, jdocmunch-mcp, jdatamunch-mcp, jragmunch-cli), reviewing/merging/closing PRs, and responding to the community. | jgravelle/ | 2.7k | — | ~6.5k | Automated safety check: Pass | Unknown | today |
| 39 | 39.Bad BMad Autonomous Development — orchestrates parallel story implementation pipelines. | stephenleo/ | 107 | — | ~7.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 40 | 40.Readout Produce a polished, self-contained HTML "readout" document under ~/.readouts (with an auto-maintained index page), either by snapshotting the findings accumulated in the current conversation or —… | warpdotdev/ | 608 | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 41 | Discover reusable implementations and tests before architecture design, substantial changes, or test work. | Ai-Eastern/ | 101 | — | ~5k | Automated safety check: Pass | MIT | 12 days ago |
| 42 | Automates pre-development workflow for large-scale complex tasks. | zhu1090093659/ | 984 | — | ~5.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 43 | Manage agent skill dependencies with dotagents. An agent skill from getsentry/sentry-wizard. | getsentry/ | 295 | — | ~900 | Automated safety check: Pass | Unknown | 2 days ago |
| 44 | 44.Chat SDK Build multi-platform chat bots with Chat SDK (chat npm package). | databuddy-analytics/ | 1.2k | — | ~2.6k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 45 | A skill your agent uses when handling a GitHub issue in this repository: raw issue shaping, implementability reassessment, fast/full classification, parent/child orchestration, execution snapshots… | kxn/ | 328 | — | ~1.3k | Automated safety check: Pass | No licence | 7 days ago |
| 46 | 46.Bug Audit Weekly multi-agent audit for serious bugs (data integrity, silent caps, staleness, timestamp math, trust boundaries). | VasiHemanth/ | 376 | — | ~1k | Automated safety check: Pass | MIT | 2 days ago |
| 47 | 47.Open PR Prepare arcade-mcp changes for review by verifying intended behavior, filling the repository PR template, and creating or updating the PR. | ArcadeAI/ | 1k | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 48 | Three-axis review of the branch diff — Standards (this repo's documented standards + public API/bridge surface), Spec (the originating Linear/GitHub issue or PR), and Correctness (runtime bugs + the… | getsentry/ | 1.8k | — | ~1.9k | Automated safety check: Pass | MIT | today |