workflow-add-task\"Add context-sized task to workflow queue via grill-task interrogation. 添加上下文適配任務至工作流隊列,通過grill-task審訊. Use when: add workflow task, queue new task, create task for loop, add task interactively, submit task to workflow\"
workflow-adversarial-qualityFull adversarial quality loop — implement, self-attack, parallel verification, quality gates, final validation. 全品質循環:實現、自攻、並行驗證、質量關卡、最終確認. Use when: implement task with quality, run adversarial review, verify code quality, run quality gates, complete workflow task
workflow-code-quality-reviewerForked-context code-quality reviewer (workflow mirror) — preloads verdict schema + coherence/bloat/completeness/duplication/cleanup lens. 對抗代碼品質審查(workflow鏡像,fork上下文)。 Use when: dispatch workflow:code-quality-reviewer subagent, adversarial code review in workflow loop, gate on quality, when reviewer
commit-descriptionWrite value-first commit message (subject + body) for staged/unstaged changes or branch work. Use when: writing commit message, about to stage changes, before commit, drafting commit body, summarizing branch work for commit. Also: writing PR description when user explicitly invokes --pr or says 'for
workflow-context-hygieneContext isolation and subagent barrier patterns for clean workflow loops. 隔絕上下文,杜絕污染,保循環清潔. Use when: prevent context leak, isolate subagent, manage loop state, enforce context barrier, fresh subagent spawn
workflow-loop-orchestrationMain loop orchestration — task queue, subagent lifecycle, state machine, error recovery. 主循環協調:任務隊列、子代理生命週期、狀態機、錯誤恢復. Use when: orchestrate workflow loop, manage task queue, spawn subagent, handle loop state, recover from error
workflow-loop-status\"Show status of current or recent workflow loops with progress, metrics, and context hygiene report. 顯示工作流循環狀態:進度、指標、上下文衛生報告. Use when: check loop progress, see workflow status, how is loop going, show workflow metrics, view completed tasks\"
workflow-memory-managementPreserve workflow learnings as structured memories before context compaction fires. 壓縮前保存工作流知識,結構化存儲,供日後檢索. Use when: save workflow memory, preserve lesson learned, review before compaction, store technical decision, manage memory lifecycle
workflow-post-task-reviewerForked-context deep post-task reviewer (workflow mirror) — preloads verdict schema + OWASP + deep code + PM/docs + replan lens. 對抗深度後任務審查(workflow鏡像,fork上下文)。 Use when: dispatch workflow:post-task-reviewer subagent, deep review after fast gates, OWASP audit, PM/docs accuracy check, replan recommenda
workflow-qa-reviewerForked-context QA reviewer (workflow mirror) — preloads verdict schema + testing-pyramid lens + assertion/edge-case/TDD checklist. 對抗QA審查(workflow鏡像,fork上下文)。 Use when: dispatch workflow:qa-reviewer subagent, adversarial QA in workflow loop, gate on test quality, when reviewer must not pollute main
workflow-recommenderRoutes workflow / adversarial-loop intent to right manual workflow skill — sole auto gateway, others manual. workflow 唯一自動網關。 Use when: workflow loop, Ralph Wiggum loop, adversarial cooperation, start/stop/status a loop, add or queue task, run quality gates, dispatch reviewer, save or review loop me
resolve-review-feedbackResolve review feedback by evaluating validity and fixing issues in parallel. Pre-commit-first. Use when: applying review feedback from local reviewer agent output, resolving pre-commit review findings, working through code-review agent suggestions, addressing reviewer-flagged issues before commit.
workflow-review-memories\"Search, review, and manage workflow memories — patterns, decisions, lessons, strategies. 搜索、審查、管理工作流記憶:模式、決策、教訓、策略. Use when: review workflow memories, search saved lessons, apply memory to task, find past decisions, manage memory health\"
workflow-setup-workflow\"Configure project-specific workflow role rules for adversarial loop customization. 配置項目特定工作流角色規則,定制對抗循環行為. Use when: setup workflow roles, customize task-executor rules, configure quality reviewer, set project-specific thresholds, override workflow defaults\"
workflow-start-loop\"Start Ralph Wiggum adversarial loop — context-isolated subagents, multi-stage verification, sequential task execution. 啟動Ralph Wiggum對抗循環:隔離子代理、多階段驗證、順序任務執行. Use when: start workflow loop, begin adversarial loop, run task list, start automation loop, execute tasks sequentially\"
workflow-stop-loop\"Gracefully stop currently running workflow loop with checkpoint save. 優雅停止當前工作流循環,保存檢查點. Use when: stop workflow loop, cancel loop, pause execution, halt workflow, stop current loop\"
workflow-testing-strategyThree-tier test strategy — e2e, integration, unit pyramid for disciplined coverage. 三層測試法:e2e驗產品,整合測廣度,單元窮邏輯. Use when: choose test type, write e2e test, write integration test, write unit test, debug flaky test, enforce TDD