Before any multi-step work with a stated goal — a feature, a bugfix spanning multiple files, a QA sweep, a doc draft + iterations, a multi-day investigation — create an ATO Mission instead of doing it via bare `ato dispatch` calls. A Mission persists the goal + the verifiable success criteria, lets the coordinator tick drive the work across days, captures every event in a structured audit trail (SQLite + markdown narrative), and integrates parallel agents' work via merge strategies. Complement to `ato-warroom` (the cross-family decision before you start) and `ato-review` (the post-code-diff review). Missions is where multi-step work LIVES; war-rooms are where decisions ABOUT it get made; reviews are where the resulting commits get vetted. Fires when: the work has more than one decision point, a verifiable end state, or runs across more than one session. Use it for any ATO development that doesn't fit in a single dispatch.
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WillNigri/Agentic-Tool-Optimization☆ 34Updated Sep 8, 2026
Use when implementing any feature or bugfix, before writing implementation code
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VoDaiLocz/kilo-kit-mcp☆ 28Updated Sep 13, 2026
Use when implementing any feature or bugfix, before writing implementation code
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galyarderlabs/galyarder-framework☆ 27Updated Oct 11, 2026
Strict red-green-refactor TDD workflow for implementing features, fixing bugs, or changing behavior in Rails applications. Enforces the discipline of writing a failing test before any production code. Use whenever you want to implement with TDD — whether a new feature, a bugfix, a refactor, or any behavior change.
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thoughtbot/rails-consultant☆ 26Updated Sep 19, 2026
Use when implementing any feature or bugfix, before writing implementation code
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castle-x/skills-x☆ 18Updated Apr 16, 2026
Use when implementing any feature or bugfix, before writing implementation code
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tensology/decisionsai☆ 17Updated Oct 15, 2026
Use when implementing any feature or bugfix, before writing implementation code
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zzunkie/yardlet☆ 17Updated Oct 19, 2026
Structures a vague engineering request into a well-scoped task brief before any implementation begins. Use when the user has an engineering goal but the ask is missing which repos are in scope, what "done" means, constraints, or open questions. Triggers on "shape this", "scope this out", "frame this work", "write a brief for", "I want to build" (with unclear scope), or the /shape slash command. Produces a filled task template (multi-repo feature, single-repo change, investigation, or bugfix). Not for already-scoped work — go straight to execution. If the domain is unclear, ask one qualifying question before routing — for marketing intake see marketing-shaper, game-design intake see game-design-shaper.
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LazyIsEfficient/agentic-os☆ 17Updated Oct 20, 2026
Deterministic AI development workflow orchestrator. Manages task boards (.jonggrang/jonggrang-tasks.json), runs 16-phase pipelines (BUGFIX/SMALL/MEDIUM/LARGE), installs lifecycle hooks for Claude Code and OpenCode, and coordinates five specialist roles (Lead/Developer/Reviewer/TestLead/Tester). Use when planning features, executing multi-step development workflows, or orchestrating AI coding agents. Run via npx jonggrang.
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porcupine-md/jonggrang☆ 16Updated Sep 15, 2026
Use when implementing any feature or bugfix, before writing implementation code
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kousukef/forge☆ 15Updated Apr 6, 2026
Draft a Root Cause Analysis for an incident, outage, or repeated test failure. Unlike intake/spec/brd, RCA is not a workflow phase — it's a standalone postmortem artifact that often precedes a bugfix intake. Output lives at `docs/rca/<slug>.md`.
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friedbotstudio/baseline☆ 14Updated Oct 13, 2026
Use when implementing any feature or bugfix, before writing implementation code
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kevinnft/ai-agent-skills☆ 14Updated Aug 1, 2026
并行会话巡检:扫 .forge/active.md,按硬信号(worktree 是否存在、分支是否已合并)判僵尸,一次确认批量清理并联动 backlog;不用时间戳启发式。 触发方式:用户说"forge 状态"、"看下谁在跑"、"清理 worktree"、"forge-status";forge-bugfix 启动时只读巡检。
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yike-gunshi/forge-skills☆ 13Updated Oct 14, 2026
复盘 v3(Workbench 门禁型):启动本地 Workbench,用户在独立会话页确认想学的知识点和深度,按选择调研产出复盘文档; 同时落 2-3 条账本条目(记录/复盘/learnings.jsonl)供 bugfix/eng 开工回放与复发检测。 触发方式:用户说"总结知识"、"学习总结"、"复盘"、"可视化复盘"、"/forge-fupan"。
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yike-gunshi/forge-skills☆ 13Updated Oct 14, 2026
Use when implementing any feature or bugfix, before writing implementation code
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phatblat/dotfiles☆ 12Updated Oct 20, 2026
[Workflow] Investigate and fix bugs, crashes or regressions at the root cause, with reviewed changes and regression tests that prove the fix.
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duc01226/EasyPlatform☆ 12Updated Oct 18, 2026
Use when implementing any feature or bugfix, before writing implementation code
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EthanYoQ/Skill-hub☆ 11Updated Oct 19, 2026
Use when unsure which engineering-workflow skill applies to the task at hand. Routes from development phase — idea, spec, plan, implement, test, review, ship — to the right skill, and shows how they chain together across a feature or bugfix.
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mouadja02/skills☆ 10Updated Oct 17, 2026
Use before feature, bugfix, or refactor implementation when behavior can be tested; enforces Red-Green-Refactor discipline.
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Bang-isme/CodexAI---Skills☆ 10Updated Oct 5, 2026
Design test viewpoints and test cases from code changes using ISO 25010. Use when writing test plans for plan.md, reviewing PR test coverage, or when asked to 'テスト設計', 'テスト観点洗い出し', 'design test cases'. Do NOT use for writing test code or TDD workflows (use /bugfix).
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berlysia/dotfiles☆ 9Updated Oct 20, 2026
Teststrategie-Berater für Softwareprojekte — wählt die richtigen Teststufen (Unit/Integration/System/Abnahme), Testarten (funktional, nicht-funktional, änderungsbezogen) und Testentwurfsverfahren (Äquivalenzklassen, Grenzwerte, Entscheidungstabellen, explorativ) für die jeweilige Situation und SDLC-/CI-Phase, inkl. Testpyramide, CI/CD-Gates, Shift-Left und Best Practices. Nutze diesen Skill IMMER, wenn Tests geschrieben, geplant, priorisiert oder bewertet werden sollen — bei "schreibe Tests", "Teststrategie", "Testplan", "Testkonzept", "was/wie soll ich testen", "welche Tests fehlen", "Testabdeckung verbessern", "QA aufsetzen", Fragen zu Regression/Smoke/Sanity/Last/Stress/Security-Tests oder beim Einrichten einer Test-Pipeline — auch wenn "Test" nur beiläufig fällt. Abgrenzung — für die TDD-Schleife selbst superpowers:test-driven-development, für Bug-Diagnose bugfix-protocol, für systematische Bug-Suche bugsweep nutzen.
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ellmos-ai/skills☆ 8Updated Oct 19, 2026
Scope the real change surface before editing. Use when planning a feature, bugfix, refactor, or review and you need a concrete map of likely touch points, dependencies, tests, and nearby risks.
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bg-szy/TOP-SKILLS☆ 6Updated Sep 8, 2026
Use when implementing any feature or bugfix, before writing implementation code
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hybridlabor-api/aos☆ 6Updated Oct 16, 2026
Use when implementing any feature or bugfix, before writing implementation code
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AxelMrak/ai☆ 5Updated Feb 20, 2026