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Agent Workflows · Test-driven development
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review. | obra/ | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | yesterday |
| 2 | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. | xpinjection/ | 112 | 53 repos | ~2.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 3 | Executes a written implementation plan task by task in the current session, with a progress ledger, test-first gates and one fresh-context review at the end. | jnMetaCode/ | 8.3k | — | ~2.5k | Automated safety check: Pass | MIT | 3 days ago |
| 4 | A skill your agent uses when creating new skills, editing existing skills, or verifying skills work before deployment | farm-fe/ | 5.6k | 39 repos | ~5.6k | Automated safety check: Pass | MIT | 19 days ago |
| 5 | A skill your agent uses when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation… | ed3dai/ | 250 | 3 repos | ~3.5k | Automated safety check: Pass | No licence | 1 mo ago |
| 6 | Applies the SPARC method (specification, pseudocode, architecture, refinement, completion) with 17 specialized modes and multi-agent orchestration, from research to deployment. | ruvnet/ | 74k | 1 repo | ~829 | Automated safety check: Pass | MIT | today |
| 7 | Creates detailed, sectionized, TDD-oriented implementation plans through research, stakeholder interviews, and multi-LLM review. | piercelamb/ | 101 | — | ~4.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Write and improve agent skills (SKILL.md files). An agent skill from millionco/expect. | millionco/ | 3.6k | — | ~1.8k | Automated safety check: Pass | Unknown | 5 mo ago |
| 9 | 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 | 8 repos | ~1.7k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 10 | Enforces a strict next-implement-check-done cycle through the agent-foreman CLI so an agent works one backlog task at a time, with optional TDD gating. | mylukin/ | 250 | — | ~927 | Automated safety check: Notes | No licence | 8 mo ago |
| 11 | 11.Work Issue End-to-end workflow for resolving a GitHub issue in astro-mermaid — triages complexity, then runs brainstorm → TDD → implement → docs/spec → code review at the right depth. | joesaby/ | 123 | — | ~891 | Automated safety check: Pass | MIT | 2 mo ago |
| 12 | 12.Plan Py4vasp Plan a py4vasp change as an ordered list of test-first chunks — that chunk list is the plan. | vasp-dev/ | 101 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Runs a multi-task implementation plan by sending each task to a fresh implementer subagent, reviewing it independently, then reviewing the whole branch. | HoangNguyen0403/ | 572 | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 14 | 14.Agent Teams Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement | alinaqi/ | 707 | — | ~5k | Automated safety check: Notes | MIT | 17 days ago |
| 15 | Specialized guide for adding new MCP tools to the UniFi MCP Server following project standards, UniFi API patterns, and test-driven development practices. | enuno/ | 284 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Builds a feature backlog, progress log, and optional strict test enforcement for agent-driven work with a single init command. | mylukin/ | 250 | — | ~681 | Automated safety check: Notes | No licence | 8 mo ago |
| 17 | Adds Mem0 memory to an existing repository with a test-first pipeline that detects the language, lets you choose Platform or open source, and leaves a local feature branch. | mem0ai/ | 67k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 18 | A skill your agent uses when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing… | ed3dai/ | 250 | 1 repo | ~1.3k | Automated safety check: Pass | No licence | 1 mo ago |
| 19 | End-to-end, phase-gated SDLC for AI coding agents: relentless design interview → reviewed spec → dependency-graphed task board → safe-wave TDD execution → verification → converge. | maddhruv/ | 219 | — | ~5.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 20 | Creating, editing, or testing a Reasonix skill?. An agent skill from christopherarter/superpowers-reasonix. | christopherarter/ | 102 | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 21 | Headless self-verification gate a Foreman worker runs before it claims an issue is done. | VisionForge-OU/ | 443 | — | ~901 | Automated safety check: Pass | Unknown | 3 mo ago |
| 22 | A skill your agent uses when feature work needs the Superpowers stages before or during implementation: brainstorming, design confirmation, implementation planning, worktree setup, test-driven… | SYZ-Coder/ | 196 | — | ~891 | Automated safety check: Pass | MIT | 4 mo ago |
| 23 | Sets ground rules for a coding agent that edits its own Rust source: read the code and journal first, write tests first, commit small changes and check compilation after each file. | yologdev/ | 1.9k | — | ~1.9k | Automated safety check: Warn | MIT | today |
| 24 | Structured work modes for agent sessions. An agent skill from 0xNyk/lacp. | 0xNyk/ | 305 | — | ~313 | Automated safety check: Pass | MIT | 19 days ago |
| 25 | 25.Nv Implement Implement planned work by fanning out parallel subagents on isolated worktrees — TDD at pre-agreed seams, per-slice nv-park-and-review, merge back, full suite once at the end. | novuhq/ | 40k | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 26 | Builds a two-phase implementation plan from a spec issue, analysis or concept, writing a detailed test plan first and the implementation outline second. | gittower/ | 458 | — | ~1.3k | Automated safety check: Notes | Unknown | 1 mo ago |
| 27 | Runs a batch of TDD-sized tasks by dispatching an implementer subagent per task, followed by two-stage parallel adversarial review and fix loops. | prime-radiant-inc/ | 181 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 4 mo ago |
| 28 | 28.Gentle AI Use Gentle AI harness discipline for Pi work: clarify first, track ODD work, use applicable test-first development by default, delegate when useful, and protect review workload. | Gentleman-Programming/ | 1.3k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 29 | Methodology for creating effective skills using TDD principles. | TechDufus/ | 174 | — | ~1.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 30 | Full project pipeline — SRS → Plan → Tasks + TDD → Rolling Wave Execute. | cyanluna-git/ | 183 | — | ~1.8k | Automated safety check: Pass | No licence | 3 mo ago |
| 31 | Vibe Coding 流水线的实现阶段(流水线终点,顺序 idea → interaction → architecture → design → prototype → implement)。当 interaction.md、architecture.md、design.md、prototypes/ 已就绪,用户说"开始实现""写代码""把设计落地""进入开发""implement /… | idiotLeoLYJ/ | 140 | — | ~2.7k | Automated safety check: Pass | No licence | 1 mo ago |
| 32 | 32.Test Prompt A skill your agent uses when creating or editing any prompt (commands, hooks, skills, subagent instructions) to verify it produces desired behavior - applies RED-GREEN-REFACTOR cycle to prompt… | NeoLabHQ/ | 1.8k | — | ~5k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 33 | 33.Ca Feature Start a feature: brainstorm a spec, get it approved, then drive it test-first through the pipeline. | arbiterForge/ | 147 | — | ~2.2k | Automated safety check: Pass | AGPL-3.0 | today |
| 34 | 34.Superpowers A skill your agent uses when the user wants a disciplined software development workflow with design-first planning, implementation plans, TDD, systematic debugging, code review, or… | Peiiii/ | 260 | — | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 35 | 35.Deliver Take a plan all the way to a ready-to-merge pull request — review the plan (scaled to risk), implement it test-first, code-review and fix, run the CI gate, open the PR, and watch it green. | adamayoung/ | 178 | — | ~12k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 36 | 当创建新技能、编辑现有技能或在部署前验证技能是否有效时使用 | jnMetaCode/ | 8.3k | — | ~3.2k | Automated safety check: Pass | MIT | 3 days ago |
| 37 | Execute tasks from a track's implementation plan following TDD workflow | aiskillstore/ | 433 | 7 repos | ~2.1k | Automated safety check: Pass | No licence | yesterday |
| 38 | 38.Evanflow Go Single entry-point orchestrator for the entire EvanFlow loop. | evanklem/ | 418 | — | ~2.3k | Automated safety check: Pass | Unknown | 5 mo ago |
| 39 | A skill your agent uses when 已有经批准的设计/规格说明、多步骤实施任务,在动代码之前需要可执行任务清单时。触发场景:写实施计划、拆解开发任务、implementation plan、执行计划文档、任务拆分、按 TDD 步骤写计划。 | ProgrammerAnthony/ | 235 | — | ~876 | Automated safety check: Pass | MIT | 5 mo ago |
| 40 | 迭代执行流水线代码实现阶段。基于 tasks.md 调用 /speckit.implement 以 TDD 模式完成全部任务。 | TencentBlueKing/ | 840 | — | ~1.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 41 | Completion-evidence route used before claiming work is complete, fixed, passing, committed, or PR-ready. | foryourhealth111-pixel/ | 3.6k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 42 | A skill your agent uses when the user wants to author, design, scope, or refine an Agent Skill (a SKILL.md file). | matlab/ | 184 | — | ~1.7k | Automated safety check: Pass | Unknown | yesterday |
| 43 | 43.Implement Implement a technical design by decomposing it into dependency-ordered vertical slices, executing each with TDD red-green, reviewing each via an isolated sub-agent, and persisting progress to a… | open-octo/ | 125 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 44 | 44.Plan Plan mode: write markdown plan, no execution. An agent skill from HezaoHezao/poirot. | HezaoHezao/ | 249 | — | ~2.1k | Automated safety check: Pass | MIT | 2 mo ago |
| 45 | A skill your agent uses when designing a new plugin component (skill, agent, command, or backing script) for the ai-literacy-superpowers plugin or a sister plugin in this marketplace. | Habitat-Thinking/ | 114 | — | ~3.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 46 | This skill should be used when taking a single software feature from intent to shipped as a solo developer — goal-first, TDD, deterministic verification, evidence only where it earns its keep, and… | glebis/ | 391 | — | ~3.4k | Automated safety check: Pass | MIT | 3 days ago |
| 47 | 47.Omk Planning Full plan lifecycle: deep understanding → write plan with TDD checklist → parallel review → Ralph Loop execution. | KaimingWan/ | 107 | — | ~6.5k | Automated safety check: Pass | MIT | 6 mo ago |
| 48 | Sets up an Agent skills block in AGENTS.md/CLAUDE.md and .agent/docs/ so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc… | yamcodes/ | 147 | — | ~1.8k | Automated safety check: Pass | MIT | yesterday |