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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 2017 | 2017.Architect A skill your agent uses when the user asks to architect, run or continue the autonomous software factory, turn a goal into a hardened tracker issue plan, dispatch builder jobs, grade finished work… | DanMcInerney/ | 626 | — | ~2.5k | Automated safety check: Pass | MIT | 28 days ago |
| 2018 | 2018.Memory Commit Commit facts to the MemForks memory DAG using memfork commit --facts. | Ghost-xDD/ | 105 | — | ~679 | Automated safety check: Pass | Unknown | 1 mo ago |
| 2019 | 2019.Harbor Benchmarks Author, package, validate, or run mathematical evaluations as Jacobian Harbor datasets. | morluto/ | 220 | — | ~690 | Automated safety check: Pass | MIT | 6 days ago |
| 2020 | 2020.Kingdee MCP Dev Knowledge base for the Kingdee MCP Dev Squad. An agent skill from WaHaiLong/KingdeeMCP. | WaHaiLong/ | 105 | — | ~853 | Automated safety check: Pass | MIT | 2 mo ago |
| 2021 | 2021.Odc Agent Docs Write or correct this repo's agent documentation — a workspace AGENTS.md (or its CLAUDE.md symlink), a playbook under .agents/docs/playbooks, an architecture doc, or the workspace map. | DouglasNeuroInformatics/ | 119 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 2022 | 2022.Review This Branch Run the nohuman review gate (fresh-session adversarial reviewer + tamper guard) over the current branch or a GitHub pull request, with no server, no database, and no onboarding, and relay the… | no-human-ai/ | 324 | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 2023 | 2023.Remember When the user invokes this skill, the agent reflects on the most important lessons learned recently and suggests adding a new rule to AGENTS.md to prevent the same issue from recurring. | kovrichard/ | 470 | — | ~418 | Automated safety check: Pass | No licence | 12 days ago |
| 2024 | 2024.Agent Repo Init Bootstraps a new multi-agent repository from the RepoBrain template via initagentrepo. | study8677/ | 1.3k | — | ~288 | Automated safety check: Notes | MIT | 2 days ago |
| 2025 | Guides creating, updating and reviewing built-in MoviePilot agent skills: file layout, frontmatter, allowed tools and the version bump that syncs changes to users. | jxxghp/ | 12k | — | ~1.4k | Automated safety check: Pass | GPL-3.0 | today |
| 2026 | 2026.Dev Report Drafts and iterates on local-development bug reports in the role of a staff-level Tech Lead. | FHIR/ | 155 | — | ~4.1k | Automated safety check: Pass | MIT | 4 days ago |
| 2027 | 2027.Diag Harness Kernel-version skew check (ADR-027). An agent skill from ruvnet/metaharness. | ruvnet/ | 696 | — | ~835 | Automated safety check: Pass | MIT | yesterday |
| 2028 | 2028.Athena Migrate 把 v9.5.5 项目的 .aistate/ 升级到 v9.6 schema (INDEX + details/ 重构)。 | m-xlsea/ | 329 | — | ~1.4k | Automated safety check: Pass | MIT | 3 mo ago |
| 2029 | 2029.Babysit Babysit a pull request through the NorbiAI review loop until no valid issue remains. | nightly-labs/ | 507 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 2030 | 2030.OMG Mode Status Reports which OMG modes are active, such as autopilot, ralph, team, ultraqa and self-improve, with phase, story or cycle progress read from their state files. | zereight/ | 2k | 1 repo | ~441 | Automated safety check: Pass | MIT | yesterday |
| 2031 | A skill your agent uses when creating or updating Doc View repository documentation, AGENTS.md, AI workflow guidance, OpenSpec configuration, or repo-local Codex skills. | liuzhihang/ | 207 | — | ~456 | Automated safety check: Pass | MIT | 25 days ago |
| 2032 | 2032.MCP Server Builder Guide to designing and building MCP servers: tool, resource and prompt design for agent usability, with TypeScript or Python implementation workflows. | shareAI-lab/ | 5.2k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2033 | 2033.Memorix Git Memory A skill your agent uses when the task depends on commit history, what changed, when a fix shipped, or linking engineering evidence to reasoning memory. | AVIDS2/ | 829 | — | ~318 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2034 | 2034.Recall Save durable project knowledge to Mission Control's Recall (project memory) so future sessions start already knowing it, AND navigate this project's indexed code graph. | AgentSystemLabs/ | 159 | — | ~1.5k | Automated safety check: Pass | MIT | 19 days ago |
| 2035 | 2035.Code Review Ревью изменений в текущей ветке относительно main. An agent skill from justxor/claude-code-pro-course. | justxor/ | 276 | — | ~293 | Automated safety check: Pass | MIT | 10 days ago |
| 2036 | 2036.Ghm Harvest Extracts durable insights from temp/ files to SoT during EPIC Phase E. | mattgierhart/ | 180 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 2037 | Operational notes for generating, evaluating and debugging strategies in the autocontext grid_ctf scenario, with tier rules and parameter ranges that worked or failed. | greyhaven-ai/ | 1.3k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 2038 | 2038.Horizon App Testing Run or inspect declared iOS and Android native app tests through Horizon devicetestrun and app MCP tools. | peters/ | 716 | — | ~277 | Automated safety check: Pass | MIT | today |
| 2039 | 2039.Dumbify A skill your agent uses when writing or auditing content that has to be easy to follow — explainer reels, teaching carousels, how-to scripts, any piece that teaches or explains something — or when a… | artemnovitckii/ | 102 | — | ~1.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 2040 | 2040.Token Optimizer Audit your OpenClaw setup for token waste, context bloat, and cost optimization opportunities | alexgreensh/ | 2.5k | — | ~481 | Automated safety check: Pass | Unknown | yesterday |
| 2041 | A skill your agent uses when rules or instructions mention "adversarial-authoring", "adversarial authoring", "must use adversarial-authoring skill", "model council", "cross-model review", or… | intent-driven-dev/ | 161 | — | ~1k | Automated safety check: Pass | MIT | 7 days ago |
| 2042 | 2042.Telegram Multi-bot Telegram bridge — routes messages between Telegram and Claude tmux sessions | AIOSAI/ | 288 | — | ~4.9k | Automated safety check: Pass | MIT | 6 days ago |
| 2043 | 2043.Kayba Stage 6 Hitl Human-In-The-Loop gate that presents the action plan with full context, collects an informed approval/modification/rejection decision, and records the outcome. | kayba-ai/ | 2.6k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | 17 days ago |
| 2044 | 2044.Deliberation When and how to delegate to GPT, Gemini, Grok, and OpenRouter expert subagents via the deliberation MCP tools. | antonbabenko/ | 170 | — | ~3.9k | Automated safety check: Pass | MIT | yesterday |
| 2045 | 2045.Oh My Claude Runtime A skill your agent uses when applying oh-my-claude workflow guidance, ultrawork modes, agent orchestration, plan execution, or plugin configuration. | TechDufus/ | 174 | — | ~4.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 2046 | 2046.Muse Plugin Creator Creates and validates a new native Muse plugin package in the current workspace, limited to five capability families, and leaves installation to you. | asgeirtj/ | 69k | — | ~1.8k | Automated safety check: Pass | CC0-1.0 | yesterday |
| 2047 | Runs deterministic DAG pipelines from a JSON descriptor with journal-based crash recovery, so an interrupted run resumes without repeating finished nodes. | Yeachan-Heo/ | 40k | — | ~1.3k | Automated safety check: Pass | MIT | 3 days ago |
| 2048 | Scan the codebase for deepening opportunities, prioritize them, then turn as many as the user wants into ordered plan tasks. | ordewell/ | 196 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2049 | 2049.Nix Manager Manage Nix package, profile, flake, and diagnostic work in this dotfiles repository. | wcygan/ | 194 | — | ~1k | Automated safety check: Pass | No licence | yesterday |
| 2050 | 2050.H Spec Manage Haft's typed specification lifecycle and source-currentness repair: inspect current SpecSections, draft or clarify carriers, classify FPF semantic fanout, record operator-requested spec… | m0n0x41d/ | 1.4k | — | ~3.4k | Automated safety check: Notes | Unknown | 13 days ago |
| 2051 | 2051.Bernstein Cost Show detailed cost breakdown and budget status for the Bernstein orchestrator. | sipyourdrink-ltd/ | 1.2k | — | ~332 | Automated safety check: Pass | Apache-2.0 | today |
| 2052 | Summarize AI coding sessions into concise, privacy-safe markdown focused on implementation-relevant context. | mandel-macaque/ | 452 | — | ~286 | Automated safety check: Pass | MIT | 7 mo ago |
| 2053 | Operates or analyzes a LoopX-managed benchmark experiment: launching runs, maintaining the experiment board, qualifying integrity, and writing case insights. | loopx-project/ | 6.2k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | today |
| 2054 | 2054.Dd Verification Verify claims in pitch decks and founder statements using multiple independent sources. | Abilityai/ | 636 | — | ~635 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2055 | 2055.Add App Tool Scaffold an MCP App tool + UI resource pair. An agent skill from cyanheads/pubmed-mcp-server. | cyanheads/ | 158 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 2056 | 2056.Nx Modeling Create or edit native Siemens NX parts through the existing NXMCP tools, including sketch/extrude workflows, result checks, and recovery from stale references or uncertain execution. | DreamEnding/ | 112 | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 2057 | Loads Prism session memory on the first user turn, greets the developer by their configured name and shows recent-session context at the configured depth. | dcostenco/ | 158 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 2058 | Walks you through creating, running and reading waza evals for an agent skill, then proposes concrete fixes when tasks fail or the score is low. | microsoft/ | 1.4k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 2059 | 2059.Swarm Coordination Rules for several agents sharing one repository: an orchestrator tracks work in two tiers, workers write to scratch files, and every handoff leaves a pointer to an artifact. | dralgorhythm/ | 125 | — | ~1.6k | Automated safety check: Pass | No licence | 2 mo ago |
| 2060 | Guides creating or improving codewhale skills: file layout, discovery paths, writing rules and whether a need fits a skill, an MCP server, hooks or a plugin. | codewhale-hq/ | 41k | — | ~1k | Automated safety check: Pass | MIT | today |
| 2061 | 2061.Dep Create Creates or updates Dynamo Enhancement Proposals as GitHub issues, including lightweight DEPs, implementation plans, and retroactive DEPs for ai-dynamo/dynamo. | ai-dynamo/ | 8.3k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 2062 | Guide for creating persistent Near desktop digital avatars (数字分身) via natural-language interview and the createavatar tool. | DemonDamon/ | 364 | — | ~893 | Automated safety check: Pass | Apache-2.0 | today |
| 2063 | 2063.Discussion Have an interactive discussion about a topic, approach, feature, or bug without making code changes. | greenfield-inc/ | 529 | — | ~666 | Automated safety check: Pass | Unknown | today |
| 2064 | 2064.Add MCP Tool Add a new tool to the MoneyMatter MCP server. An agent skill from letehaha/moneymatter. | letehaha/ | 163 | — | ~1.9k | Automated safety check: Notes | AGPL-3.0 | yesterday |