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SkillsMP 已收集 muratovv/ai-hats 中的 107 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 40 / 107 个已收集 Skill。
Backlog lifecycle on the `rack` CLI — create / ls / context / transition / plan-extract, with field edits via `--set` and hypotheses/proposals on the `rack hyp` / `rack proposal` groups. Use for any task lifecycle transition, backlog read, field edit,…
原文语言：英语
Maintainer-only quality gates — pre-push e2e+smoke to master, plus the ->merge and ->done gates on the two roads a card takes into it
原文语言：英语
Isolated development using git worktrees so the main branch stays clean. Use when starting any non-trivial task (execute state), doing parallel work on multiple tasks, making risky changes you might want to discard, or delegating to a sub-agent (automatic via…
原文语言：英语
PreToolUse hooks enforcing global_rule_destructive_actions, rule_pause_before_shared_state_write and rule_backlog_discipline. Prevents destructive commands like in-place sed edits, deletion of protected data, and disk-formatting binaries, holds the pause…
原文语言：英语
Advanced git operations covering branches, conventional commits, worktrees, and rebasing. Use for any git operation beyond basic add/commit/push, for branch management, rebasing, and conflict resolution, or when setting up commit conventions for a project.
原文语言：英语
Provisions a Python venv inside every freshly created worktree — infrastructure only, no agent-side decision logic
原文语言：英语
Choose between Bash and dedicated Claude Code tools (Grep/Glob/Read/Edit) and edit files efficiently. Triggers on intent to grep/find/cat/sed/rg, multiple sequential reads, session-start context restore, codebase discovery, or multiple sequential Edits to one…
原文语言：英语
Triple-perspective code review (architect, security, quality). Use before finalizing any non-trivial code change, for self-review when no human reviewer is available, or when evaluating third-party code or pull requests.
原文语言：英语
Narrow shim for filing tasks via `rack create` from roles that mutate the backlog only at L1 (task-create only). Use when your role's mutation policy permits filing new tasks but forbids state transitions, hypothesis/proposal mutations, or direct backlog…
原文语言：英语
Pre-commit check that staged trait/role injections never point `see rule X` at a rule the agent cannot read. Use when composing the maintainer or role-curator role, when a commit touches a library/**/config.yaml injection, or when diagnosing why a commit was…
原文语言：英语
E2E fixture skill (HATS-823). Declares worktree wt_in/wt_out lifecycle hooks so the worktree-hook e2e can prove the materialize → create/teardown → live-script chain through the real ai-hats binary. Not shipped.
原文语言：英语
PostToolUse hook — flags oversized comment blocks and docstrings on every `.py` you Edit/Write and forwards them non-blockingly; fail-open, no manual invocation.
原文语言：英语
PostToolUse hook — runs ruff security rules (`--select S`) on every `.py` you Edit/Write and forwards findings non-blockingly; fail-open, no manual invocation.
原文语言：英语
Pre-commit gate for staged library SKILL.md — a license/provenance regression-guard plus agnix spec validation, for skill-authoring roles. Use when composing the maintainer or role-curator role, when a commit touches a library/**/SKILL.md, or when diagnosing…
原文语言：英语
Get a plan into its one canonical home — the tracker plan.md — never .claude/plans. Run this skill when you enter plan mode (EnterPlanMode), when you have a plan draft (incl. plan-mode / ExitPlanMode output), or when a task enters brainstorm→plan. It walks…
原文语言：英语
E2E fixture skill (HATS-1147). Declares the RETIRED lifecycle_hooks channel so the retirement e2e can prove that composition fails loudly through the real ai-hats binary instead of silently ignoring the declaration. Not shipped.
原文语言：英语
Plan-stage style forks, scope triage, and pre-commit artifact verification for documentation tasks. Use when a task changes any docs/*.md, README.md, or CONTRIBUTING.md, lifts structure from a precedent doc, enumerates six or more items to document, or…
原文语言：英语
HITL dialogue + CLI ops contract for role-judge — file-fix tasks instead of editing role/skill/rule sources
原文语言：英语
Audit a composed role against the user's project context for contradictions and interference, producing free-form findings with proposed fixes. Use when launched as a role-auditing role (role-auditor, role-judge, or sibling) whose first user message contains…
原文语言：英语
HITL protocol for the judge role (Phase 2 of the two-phase judge split) — discuss the Phase 1 draft with the supervisor, ack and execute proposed mutations via CLI, write the final report.
原文语言：英语
Triage one improvement opportunity — vote on an existing PROP or create a novel one via `rack proposal`. Use when you spot an improvement (rule/skill/code/process/doc) during a session review, or are sweeping the open proposal inbox for triage.
原文语言：英语
Canonical template and validation guide for ai-hats skills. Use when creating a new skill, reviewing an existing one for structural compliance, or deciding which pattern fits a new behavior.
原文语言：英语
Shell scripting, Makefile conventions, and modern CLI tooling. Use when writing or reviewing shell scripts, creating or modifying Makefiles, or choosing CLI tools for automation tasks.
原文语言：英语
Read-only audit protocol for the judge-auditor role (Phase 1 of the two-phase judge split) — produces a draft report with proposed verdicts and mutations for the HITL judge to consume.
原文语言：英语
Vote on one active hypothesis (HYP-NNN) against session evidence — pick confirmed/refuted/inconclusive/n-a + a recommendation and persist via `rack hyp`. Use when sweeping active hypotheses during a session review (reflect-session, session-reviewer, or judge).
原文语言：英语
Single-pass review of one session run, producing a hats-reflect-session/v1 document (summary, observations, one hypothesis verdict per active HYP, proposal actions). Use when running as reflect-session or session-reviewer over a specific session id.
原文语言：英语
Convert project retrospective findings into framework-level improvements (rules, skills, skill updates). Use after a retrospective identifies problems that are not project-specific, when CLAUDE.md band-aids accumulate (more than 3 per-project rules that could…
原文语言：英语
Advanced rack beyond day-to-day lifecycle: authoring a new custom backlog, and cross-project work. Use when defining a backlog beyond the built-in tasks/HYP/PROP, or registering and searching backlogs across several projects.
原文语言：英语
Clean context reset protocol covering commit work, write handoff, update task card, and inform supervisor. Use when the context window is approaching its limit (system signals compression), when switching to a fundamentally different task domain, or when…
原文语言：英语
The single entry point for the brainstorm→plan quality gate — a table of contents mapping each required plan section to the skill that fills it. Use when a task enters brainstorm→plan or when drafting/revising plan.md, to route each section to its owning…
原文语言：英语
The Requirements stage of the plan-gate — fills plan.md's Requirements section via structured Q&A where the agent proposes a cited best-guess per question and the supervisor reviews. Reached through plan-gate (which owns the brainstorm→plan entry), not as an…
原文语言：英语
Audit a role composition for coherence — injection/skill/rule mismatches and composer gaps
原文语言：英语
Post-work analysis to identify systemic improvements (5 Whys, classify, archive). Use when the supervisor asks to "write a retro" / "do a retrospective", at the end of a multi-task work session (wrap-up across several closed tasks), after task completion…
原文语言：英语
Wire a work breakdown into the tracker — depends_on edges, frontier, expand–contract for wide refactors. Use when filling plan.md's Steps section (routed from plan-gate), decomposing an epic into child tasks, or carving a mid-execute remainder into successor…
原文语言：英语
Focused post-task summary covering architectural decisions, decision forks, pitfalls, and plan deviations. Use after the backlog manager transitions a task to done or failed, when handing off a completed task for review, or when the supervisor asks what…
原文语言：英语
Compare implementation diff against task acceptance criteria and ADRs to surface drift. Use when a task is in review state before transitioning to done, when integrating a worktree spanning two or more sessions, during a pre-merge audit when the diff exceeds…
原文语言：英语
After execute-stage commits land (diff finalized) and BEFORE the task transitions to done, file a companion HYP with an explicit verification_protocol — or record an explicit "no behavior change" note for refactors at plan-stage. NEVER file the HYP at…
原文语言：英语
Backlog lifecycle on the rack CLI (hatrack) — create / ls / context / transition, with field edits and hyp/proposal staying on `ai-hats task`. Use when a session composes the `hatrack-trait` (rack is the selected backlog manager) for any task lifecycle…
原文语言：英语
Backlog lifecycle on the rack CLI (hatrack) — create / ls / context / transition, with field edits and hyp/proposal staying on `ai-hats task`. Use when a session composes the `hatrack-trait` (rack is the selected backlog manager) for any task lifecycle…
原文语言：英语
Backlog lifecycle on the rack CLI (hatrack) — create / ls / context / transition, with field edits and hyp/proposal staying on `ai-hats task`. Use when a session composes the `hatrack-trait` (rack is the selected backlog manager) for any task lifecycle…
原文语言：英语