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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 | 2.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 | 6 days ago |
| 3 | 3.Tbd Git-native issue tracking (beads), coding guidelines, knowledge injection, and spec-driven planning for AI agents. | jlevy/ | 131 | — | ~3.5k | Automated safety check: Pass | MIT | 4 mo ago |
| 4 | 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 |
| 5 | 5.Fix A skill your agent uses to fix a reported bug spec-first: reproduce it, trace the symptom to the owning feature's acceptance criteria, pin it with a failing (RED) test, apply the minimal GREEN fix… | genkovich/ | 171 | — | ~2.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 6 | 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 | 1 mo ago |
| 7 | Search the local beads (bd) issue tracker for issues, dependencies, epics, blockers, and project status. | aaif-goose/ | 155 | — | ~4.2k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 8 | A skill your agent uses when drafting, reviewing, or improving Gherkin, Cucumber scenarios, BDD acceptance criteria, feature examples, Scenario Outlines, Backgrounds, Rules, Doc Strings, Data… | intent-driven-dev/ | 161 | — | ~1.4k | Automated safety check: Pass | MIT | 7 days ago |
| 9 | End-to-end workflow for agent-driven changes that add or modify behavior in the toolkit packages. | OfficeDev/ | 780 | — | ~5.5k | Automated safety check: Pass | Unknown | yesterday |
| 10 | A skill your agent uses when handed a GitHub issue (number or URL) to execute end to end. | lbedner/ | 143 | — | ~1.1k | Automated safety check: Pass | MIT | today |
| 11 | Plan architecture improvements and refactoring for a codebase: scan for deepening opportunities (shallow modules, leaky seams, low-leverage interfaces), present candidates as a markdown report with… | TwiTech-LAB/ | 101 | — | ~3k | Automated safety check: Pass | MIT | yesterday |
| 12 | Produce a professional, code-grounded refactor or implementation design report from identified technical problems, product gaps, review findings, architecture concerns, or frontend-backend contract… | penwyp/ | 136 | — | ~1.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 13 | Turn ambiguous or high-impact product and engineering changes into scoped, verifiable acceptance criteria before or alongside implementation. | affaan-m/ | 277k | 1 repo | ~4.3k | Automated safety check: Pass | MIT | today |
| 14 | Implement a GitHub issue end-to-end — scope it (whole issue or specific phases), build an acceptance-criteria plan from its design doc, get the plan approved, then develop autonomously with tests… | Log2n-io/ | 250 | — | ~2k | Automated safety check: Pass | Unknown | yesterday |
| 15 | Is a story implementation-ready?. An agent skill from Donchitos/Claude-Code-Game-Studios. | Donchitos/ | 26k | — | ~6.9k | Automated safety check: Pass | MIT | 3 days ago |
| 16 | Generate a Plan Brief HTML for non-engineer vibecoders before implementation starts. | Chachamaru127/ | 3.2k | — | ~2.2k | Automated safety check: Notes | MIT | 6 days ago |
| 17 | 17.QA Run QA validation on a pull request — boots the local environment, tests acceptance criteria, and optionally posts the report as a PR comment. | wp-media/ | 767 | — | ~552 | Automated safety check: Pass | GPL-2.0 | yesterday |
| 18 | Plan a refactor as an ordered, commit-grain Tasks Plan with structural acceptance criteria (suite green at every step, no behaviour diff) that /squid-implement-night can execute end-to-end. | iusztinpaul/ | 203 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 19 | A skill your agent uses when the user asks to write specs before code, define acceptance criteria, plan features before implementation, generate tests from specifications, or follow spec-first… | alirezarezvani/ | 28k | — | ~3.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | 20.To Spec 把当前对话转成 spec 并发布到项目 issue tracker:不做访谈,只综合已经讨论的内容. An agent skill from vinvcn/mattpocock-skills-zh-CN. | vinvcn/ | 4.7k | — | ~441 | Automated safety check: Pass | MIT | 2 days ago |
| 21 | Verify that an Audiobook Organizer issue is done by checking acceptance criteria, code changes, tests, docs, changelog, and ABS matrix obligations. | jeeftor/ | 190 | — | ~499 | Automated safety check: Pass | MIT | 1 mo ago |
| 22 | Structured review of a diff against a ticket's acceptance criteria. | pony-maggie/ | 154 | — | ~381 | Automated safety check: Pass | No licence | 4 mo ago |
| 23 | Decide whether planned vertical implementation work should ship as independent pull requests or as a stack of small ordered pull requests, then plan, build, review, update, and merge the stack safely. | citypaul/ | 740 | — | ~6.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 24 | 24.Review A skill your agent uses to run an independent, clean-context code review of an implemented feature against its spec and acceptance criteria before shipping. | genkovich/ | 171 | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 25 | 25.Code Review Review a diff against its acceptance criteria in four segments (convention adherence, bug scan, historical-context regressions, test-coverage gaps) as a NON-implementing agent. | Prismer-AI/ | 1.6k | — | ~2.1k | Automated safety check: Notes | MIT | 11 days ago |
| 26 | 26.Planning Planning work as vertical slices or an explicitly selected mechanism-reduction program in small, known-good increments, with independent pull requests or an optional stacked-PR topology across one… | citypaul/ | 740 | — | ~7.1k | Automated safety check: Pass | Unknown | 2 days ago |
| 27 | 27.Sdd A skill your agent uses when the user wants a written spec, acceptance criteria, or a task graph before a non-trivial implementation, or runs the WrongStack /sdd workflow. | WrongStack/ | 371 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 28 | Create or update feature specifications from natural language descriptions. | foryourhealth111-pixel/ | 3.6k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 29 | 29.Aidd Review Conduct a thorough code review focusing on code quality, best practices, security, test coverage, and adherence to project standards and functional requirements. | paralleldrive/ | 384 | — | ~945 | Automated safety check: Pass | MIT | 4 mo ago |
| 30 | Scaffold a new Tauri v2 project with the cenno/cull house conventions — delegates boilerplate to npm create tauri-app, then layers an opinionated core plus opt-in modules (CLI+MCP, SQLite… | glebis/ | 391 | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 31 | A skill your agent uses when a large plan, PRD, feature, refactor, research plan, or multi-step coding task must be split into small ready-for-agent tickets with acceptance criteria, verification… | AnastasiyaW/ | 154 | — | ~683 | Automated safety check: Pass | MIT | yesterday |
| 32 | 32.Jira Epic Creates Jira epics for large features following Prowler's standard format. | Gentleman-Programming/ | 658 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 6 mo ago |
| 33 | 33.UX Flows A skill your agent uses to derive the user flows of a UI-touching feature after the spec is clarified — one mermaid flowchart per UI-touching §4 user story (happy + alt/error branches from §5 ACs)… | genkovich/ | 171 | — | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | 34.Dolt MCP Vcs Universal Dolt version-control workflow. An agent skill from jeremylongshore/tons-of-skills-marketplace. | jeremylongshore/ | 2.8k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 35 | 35.Improve App Guided journey from a shipped app that works but feels rough to a product that fits the job, flows without friction, reads clearly, and persuades honestly. | wondelai/ | 2.4k | — | ~6.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 36 | This skill should be used when the user asks to "create a spec", "write requirements", "design a feature", "plan implementation", "use EARS notation", "create user stories", "break down tasks"… | hashgraph-online/ | 1.3k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | Explain why counterexamples violate specifications by analyzing formal specifications (temporal logic, invariants, pre/postconditions, code contracts), informal requirements (user stories… | ArabelaTso/ | 253 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 38 | Prioritize open issues and establish acceptance criteria before marking them ready for development. | OpenHands/ | 163 | — | ~437 | Automated safety check: Pass | MIT | yesterday |
| 39 | Use this when you need to define acceptance criteria, write requirements, scope work, or create a definition of done for AEM Edge Delivery Services (EDS) tasks such as new blocks, variants, behavior… | adobe/ | 197 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | Validation-first design for AI agent output — every spec requirement must be automatically verifiable. | hashgraph-online/ | 1.3k | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 41 | Checks a pull request against the acceptance criteria of its Jira issue by driving the deployed review environment with Playwright. | shopsys/ | 350 | — | ~1k | Automated safety check: Pass | Unknown | yesterday |
| 42 | 42.Code Review Review code changes for material correctness, security, compatibility, and maintainability risks, grounded in the current repository and acceptance criteria. | OpenHands/ | 163 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 43 | 43.Solo Review Final code review and quality gate — run tests, check coverage, audit security, verify acceptance criteria from spec, and generate ship-ready report. | LeoYeAI/ | 2.2k | — | ~5.6k | Automated safety check: Notes | MIT | 2 mo ago |
| 44 | Standardize requirement/feature changes in an existing codebase (especially Chrome extensions) by turning "改需求/需求变更/调整交互/改功能/重构流程" into a repeatable loop: clarify acceptance criteria, confirm… | aiskillstore/ | 433 | — | ~1.3k | Automated safety check: Pass | No licence | yesterday |