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Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Writes user stories in Mike Cohn's format with Gherkin acceptance criteria, turning user needs into development-ready work with testable conditions. | deanpeters/ | 7.2k | 2 repos | ~2.9k | Automated safety check: Pass | Unknown | 1 mo ago |
| 2 | 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 |
| 3 | Builds a weekly engineering retrospective from git history: commit counts, per-person contributions, work patterns and code quality numbers over a chosen window. | garrytan/ | 136k | — | ~2.4k | Automated safety check: Pass | MIT | yesterday |
| 4 | 4.To Spec Turn the current conversation into a spec and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed. | bestofjs/ | 3.1k | 21 repos | ~757 | Automated safety check: Pass | MIT | 5 days ago |
| 5 | Executes one selected story or bounded retrospective correction through an executable plan, or one authorized planless slice from a selected simple story or a contextual instruction, with… | terryyin/ | 2.6k | — | ~4.3k | Automated safety check: Pass | Unknown | 3 days ago |
| 6 | Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. | ywwynm/ | 144 | 12 repos | ~893 | Automated safety check: Pass | GPL-3.0 | yesterday |
| 7 | Discuss a domain with the user, research it from real sources, then generate a trusted skill bundle for it - a step-by-step workflow with a flowchart, a domain adapter, a trap fixture, and a smoke… | Sahir619/ | 2.3k | — | ~2.6k | Automated safety check: Pass | MIT | 7 days ago |
| 8 | 8.Ichartjs Plan, validate, render, explain, and safely edit iChart.js visualizations from tabular, project, or diagram data. | wanghetommy/ | 352 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Interview the user about what they want to build, design the full architecture, and emit a self-contained blueprint another Claude Code instance can build from with zero prior context. | Hainrixz/ | 536 | — | ~3.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 10 | 10.Schematic Reverse engineer a detailed product and technical specification document from a git branch's implementation. | blader/ | 240 | — | ~2.2k | Automated safety check: Pass | MIT | 7 mo ago |
| 11 | 11.Design Deck Present visual options for architecture, UI, and code decisions with high-fidelity side-by-side previews. | nicobailon/ | 291 | — | ~4.3k | Automated safety check: Pass | No licence | 2 mo ago |
| 12 | Writes a structured specification before any code, moving through gated specify, plan, tasks and implement phases, with an optional capability map for multi-part requests. | addyosmani/ | 103k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 6 days ago |
| 13 | 13.QA Release Run jit's pre-release QA — a team of QA-engineer subagents (functionality, integrations, UX, bug-hunting, code review) that exercise a release candidate on this real Mac and hand back a consolidated… | jitpass/ | 162 | — | ~1.1k | Automated safety check: Pass | Unknown | 5 days ago |
| 14 | Run a structured after-action review (postmortem, retrospective) on a launch, incident, or completed project to capture timeline, root cause analysis, contributing factors, and actionable lessons. | rampstackco/ | 941 | — | ~2.5k | Automated safety check: Pass | MIT | 3 days ago |
| 15 | 15.Review Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match… | fossasia/ | 1.6k | 35 repos | ~996 | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 16 | A skill your agent uses when the workspace is empty, has no code, and the user brings a raw project idea. | JetBrains/ | 513 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Manages SPEC documents for MoAI-ADK development, with GEARS or EARS requirement notation, acceptance criteria and a link into the Plan-Run-Sync workflow. | modu-ai/ | 1.2k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Turns extracted requirements into a roadmap by choosing a walking skeleton iteration with its first journey scenario and ordering the remaining work into follow-on iterations. | prime-radiant-inc/ | 181 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 19 | Builds a skeptical reviewer grounded in the codebase and research notes to try to refute a spec before any code is written, citing file:line evidence and ending in a go or no-go gate. | JuliusBrussee/ | 1.2k | — | ~959 | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | 20.Productspec A skill your agent uses when implementing, reviewing, planning, or changing work governed by a Product Spec. | gokulrajaram/ | 306 | — | ~1.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 21 | A skill your agent uses when a large body of work (a version milestone, an epic, a roadmap, a set of PRDs/design docs) needs to be broken into parallel workstreams and executed with the shep CLI. | shep-ai/ | 264 | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 22 | Phase execution skill for licensed Atlas Fleet runs. An agent skill from anombyte93/prd-taskmaster. | anombyte93/ | 605 | — | ~2.2k | Automated safety check: Notes | MIT | 1 mo ago |
| 23 | 23.Code to PRD Reverse-engineers a frontend, backend or fullstack codebase into a product requirements document with per-page docs, an enum dictionary and an API inventory. | alirezarezvani/ | 28k | 1 repo | ~4.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 24 | Gating migrations and clean-up code behind an update milestone. | pdparchitect/ | 152 | — | ~650 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | 25.Start Task Create a feature branch for a backlog task, switch to it, and start implementation. | devoxx/ | 684 | — | ~792 | Automated safety check: Pass | MIT | 10 days ago |
| 26 | 26.Bug Triage Reviews the open bug backlog, separates severity from priority, assigns fixes to sprints and reports systemic trends, writing a dated triage file. | Donchitos/ | 26k | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 27 | Mine repeated pain from transcripts, project retrospectives, debugging logs, failed prompts, deployment notes, or work history and decide whether it deserves to become a reusable Agent Skill. | FAIRY123456789/ | 103 | — | ~856 | Automated safety check: Pass | MIT | 9 days ago |
| 28 | Write new TiDB documentation or update existing TiDB documentation from code changes, PRs, issues, design docs, product specs, rough drafts, existing docs, or short feature descriptions. | pingcap/ | 615 | — | ~2.3k | Automated safety check: Pass | Unknown | today |
| 29 | Create and manage release plan work items for Azure SDK releases across languages. | Azure/ | 121 | — | ~733 | Automated safety check: Pass | MIT | 4 mo ago |
| 30 | Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report. | bactopia/ | 522 | — | ~4.9k | Automated safety check: Pass | MIT | 2 mo ago |
| 31 | Refine and triage GitHub backlog by finding open issues that are stale, obsolete, or resolved by another path. | axelixlabs/ | 148 | — | ~1.7k | Automated safety check: Pass | LGPL-3.0 | yesterday |
| 32 | 32.Review Review software designs and implementations for user experience, simplicity, and maintainability; apply fixes when requested. | golbin/ | 214 | — | ~706 | Automated safety check: Pass | No licence | 17 days ago |
| 33 | Orchestrate agile development workflows for Gitea repositories using the tea CLI. | jwynia/ | 169 | — | ~3.8k | Automated safety check: Pass | MIT | 7 mo ago |
| 34 | Diagnose why a product metric changed (dropped, spiked, or plateaued) by orchestrating breakdowns, actors, paths, lifecycle, retention, and annotations queries. | PostHog/ | 40k | — | ~1.9k | Automated safety check: Pass | Unknown | today |
| 35 | Assists with Morphir CLI release management for finos/morphir, including pre-release verification, extension verification, version bumps, tagging, and release coordination. | finos/ | 213 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | Run a structured 5-day process to prototype, test, and validate product ideas with real users. | wondelai/ | 2.4k | — | ~3.8k | Automated safety check: Pass | MIT | 29 days ago |
| 37 | 37.Rfc Modeling A skill your agent uses when designing, drafting, refining, or stress-testing an RFC for an approved PRD, including requests for a design doc, solution design, or how to build it. | mirumee/ | 129 | — | ~920 | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 38 | Scores a bug, issue or task from severity, impact and likelihood on a 0-30 scale and maps the total to a P0 to P4 priority category with a suggested action. | maslennikov-ig/ | 260 | — | ~1k | Automated safety check: Pass | Unknown | 7 mo ago |
| 39 | A skill your agent uses for GitHub release, Hangar, CurseForge/BukkitDev upload, Spigot release handoff, licence, asset naming, supported-version, and workflow readiness checks; do not use for… | kernitus/ | 225 | — | ~1.5k | Automated safety check: Pass | MPL-2.0 | 6 days ago |
| 40 | Run N feature tasks in parallel, each in its own worktree, following the full specboot pipeline (enrich → new → ff → apply → verify). | LIDR-academy/ | 278 | — | ~1.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 41 | 41.Pi En PI Cognitive AI. An agent skill from share-skills/pi. | share-skills/ | 108 | — | ~9.9k | Automated safety check: Warn | Apache-2.0 | 3 mo ago |
| 42 | A skill your agent uses when you need a read-only situation review and handoff summary of current branch state, local/remote refs, worktrees, active project plans, selected-plan hints, and suggested… | withkynam/ | 1.1k | — | ~2.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 43 | Reviews a plan for a developer-facing product by profiling developer personas, benchmarking rivals and scoring friction, in expansion, polish or triage mode. | garrytan/ | 136k | — | ~17k | Automated safety check: Notes | MIT | yesterday |
| 44 | Produces a weekly engineering retrospective from commit history, work patterns and code quality metrics, with trend tracking and per-person breakdowns. | garrytan/ | 136k | — | ~18k | Automated safety check: Notes | MIT | yesterday |
| 45 | 45.Spec Writer Converts a vague idea into a precise, executable spec in five phases, files it as an issue and can start an agent on it in a fresh worktree. | garrytan/ | 136k | — | ~14k | Automated safety check: Notes | MIT | yesterday |
| 46 | 46.Repo Genome 7-section readiness scorecard for a LOCAL repo. An agent skill from ruvnet/metaharness. | ruvnet/ | 694 | — | ~772 | Automated safety check: Pass | MIT | today |
| 47 | 47.Roadmap Maintain and update the Atmos roadmap page (website/src/data/roadmap.js): milestone/initiative/quarter schema, progress-percentage math, the curated featured[] cap (max 6, never auto-modified), and… | cloudposse/ | 1.4k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 48 | 48.Supabase CLI This skill should be used when user asks to "use supabase CLI", "supabase init", "supabase start", "run migrations", "deploy edge functions", "manage Supabase project", or works with the supabase… | fcakyon/ | 1.2k | — | ~1.5k | Automated safety check: Notes | MIT | yesterday |