harnessed

Super-master orchestrator — 一行命令跑完整 6-stage feature 开发流 (research conditional → discuss → plan → task → verify → retro mandatory), 适合 trivial / well-defined feature OR 你 想 hands-off。每 stage 内部仍 fan-out sub-workflow per 现有 stage-master orchestrator pattern。 v3.2.0 强化:Phase 0 AI 1-shot complexity assessment + Phase 0.5 understanding check prompt + Phase 5 `/retro` mandatory。 schema_version: harnessed.workflow.v3 with delegates_to (6 sub: research conditional order 0 + 4 stage-master order 1-4 + retro mandatory order 5) + disciplines_applied (6 default) + tools_available (agent-teams-create + planning-with-files)。Fail-fast default; opt-in `--staged` flag 重现 stage gate UX (每 stage 完停 user review)。 Triggered by slash command `/auto` (bare per ADR 0030 namespace policy D-02 LOCK) after `harnessed setup`.

Stage ① Discuss master orchestrator — 3 sub-workflow parallel gate-eval (chain-isolation 铁律)。 战略层 / Phase 层 / 子任务层独立判断 gate, 可能 3 个全跑 / 1-2 个 / 全跳 + 透明声明。 schema_version: harnessed.workflow.v3 with delegates_to (3 sub: strategic + phase + subtask, mode parallel) + disciplines_applied (6 default) + tools_available (planning-with-files)。 Triggered by slash command `/discuss` (bare per ADR 0030 namespace policy D-02 LOCK) after `harnessed setup`.

多源调研 workflow — Tavily/Exa/ctx7 多源 fan-out + GSD discuss synth aggregate; harnessed v2.0 NEW per R20.7 (Stage ① Discuss 独立 call); schema bumped to harnessed.workflow.v3 in Phase v3.0-3.4 W1.1 (T3.4.W1.1) with disciplines_applied [6] + tools_available [tavily-mcp, exa-mcp, ctx7, gsd-discuss-phase], phases reuse v2 verbatim. Triggered by slash command `/research` after `harnessed setup`.

Stage ②.a 架构层 plan sub-workflow — gstack /plan-eng-review (复杂架构强制治理关卡; bundled plan-stage cadence: mandatory before complex-architecture phases)。schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available [plan-eng-review] + 1 phase (01-plan-eng-review) + gate literal expr `phase.is_complex_architecture == true`。Triggered by harnessed CLI `harnessed plan-architecture --module <name>` or slash command `/plan-architecture` after `harnessed setup`.

Stage ②.b 计划层 plan sub-workflow — GSD /gsd-plan-phase Wave A research + Wave B planner + Wave C plan-checker + planning-with-files Claude Code plugin /plan 持久化 task_plan.md + progress.md (bundled Plan-stage cadence: GSD + planning-with-files)。Stage ② 铁律: dual capability (GSD orchestration + planning-with-files plugin)。schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available [gsd-plan-phase, planning-with-files] + 2 phases (01-gsd-plan + 02-persist)。Triggered by harnessed CLI `harnessed plan-phase --phase <num>` or slash command `/plan-phase` after `harnessed setup`.

Standalone post-④ Verify retrospective workflow — gstack /retro 经验教训 / 决策 / lessons 系统总结 (项目 / 里程碑结束可选, bundled milestone-close retrospective cadence) + planning-with-files RETROSPECTIVE.md 持久化 (sister Phase v2.0-2.5 RETROSPECTIVE pattern)。Capability ref retro-gstack alias suffix per Pattern A E.2 LOCK (NOT bare retro 避免 standalone workflow / capability namespace 冲突)。 schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (retro-gstack + planning-with-files) + 2 phase (01-retro gstack invoke + 02-persist RETROSPECTIVE.md sink)。Triggered by harnessed CLI `harnessed retro --milestone <name>` or slash command `/retro` after `harnessed setup`.

Stage ⑤ Ship master orchestrator — the release stage after Verify. ship-preflight 必跑串行 (release-readiness gate) → 委派 PR/deploy 给 gstack /ship → publish 留 publish.yml CI (tag push 触发)。schema_version: harnessed.workflow.v3 with delegates_to (1 sub: preflight serial order 1) + disciplines_applied (6 default) + tools_available (release-preflight + ship + planning-with-files)。Triggered by `/ship` (bare per ADR 0030) or `harnessed ship` after `harnessed verify`. Deploy boundary = TAG-READY (no push/publish/tag).

Stage ⑤.a Ship sub — release-preflight gate. Runs `harnessed release-preflight` (read-only: CHANGELOG [Unreleased] non-empty + version + git-clean + tag-absent). A failing gate blocks shipping. Nothing is pushed/published/tagged here.

task-code workflow v3 — Stage ③.b 子任务编码 sub-workflow (karpathy 4 心法 always-on + mattpocock conditional route + planning-with-files progress.md update)。 2-phase composition: 01-code (karpathy 心法 + improve-arch 周期审查 / diagnose bug conditional invokes_tools) → 02-progress (Claude Code plugin /plan 更新 progress.md 跨 session 进度同步)。 schema_version: harnessed.workflow.v3 with disciplines_applied [6] + tools_available [improve-codebase-architecture, diagnose, planning-with-files]. Triggered by harnessed CLI `harnessed task-code --task <text>` or slash command `/task-code` after `harnessed setup`.

task-deliver workflow v3 — Stage ③.d 子任务交付 sub-workflow (ralph-loop COMPLETE wrapper + Agent Teams conditional escalation + R20.10 explicit max_iterations_exceeded fallback)。2-phase composition: 01-deliver (ralph-loop SDK wrapper with completion_promise verbatim "COMPLETE" + parallelism judgments.parallelism-gate.ralph-loop-wrapper.fires + fallback emit_warning_and_halt exit_code 1) → 02-progress-mark (Claude Code plugin /plan mark subtask complete in progress.md)。 schema_version: harnessed.workflow.v3 with disciplines_applied [6] + tools_available [ralph-loop, agent-teams-create, agent-teams-send-message, agent-teams-shutdown, planning-with-files]. Triggered by harnessed CLI `harnessed task-deliver --task <text>` or slash command `/task-deliver` after `harnessed setup`.

task-test workflow v3 — Stage ③.c 子任务测试 sub-workflow (superpowers TDD red-green-refactor 强制 + diagnose conditional invoke)。Single-phase composition: 01-test (capability `superpowers:test-driven-development` + gate judgments.tdd-gate.tdd-strongly-suggested.fires + invokes_tools[{if: test_fail, tool: diagnose}])。Alias /tdd (mattpocock-skills) 可替代 superpowers TDD per D-13。 schema_version: harnessed.workflow.v3 with disciplines_applied [6] + tools_available [tdd, diagnose]. Triggered by harnessed CLI `harnessed task-test --task <text>` or slash command `/task-test` after `harnessed setup`.

Stage ④.b verify sub-workflow — code-review 多 agent 并行 fan-out 高置信度 finding (subagent default per bundled parallelism gate — Task / Agent 工具 spawn 多 subagent fan-out, context 隔离, token 敏感)。 schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (code-review) + 1 phase (parallelism ref judgments.parallelism-gate.subagent-default.fires)。 Triggered by slash command `/verify-code-review` after `harnessed setup`.

Stage ④.f verify sub-workflow — gstack /design-review 设计系统一致性 + AI 审美问题识别 (has_design_changes 触发, 可选 conditional; bundled verify-stage optional /design-review step). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gstack-design-review + ui-ux-pro-max + design-taste-frontend) + 1 phase (gate ref has_design_changes conditional)。Triggered by harnessed CLI `harnessed verify-design --phase <num>` or slash command `/verify-design` after `harnessed setup`.

Stage ④ verify sub-workflow — GSD /gsd-eval-review AI phase eval 覆盖审计 (has_ai_phase 触发, 可选 conditional; pairs with plan 侧 gsd-ai-integration-phase AI-SPEC eval strategy). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gsd-eval-review) + 1 phase (gate ref has_ai_phase conditional)。 Triggered by slash command `/verify-eval-review` after `harnessed setup`.

Stage ④.h verify sub-workflow — 4-specialist Agent Team Pattern C 多维度审查 (关键发布 / 大重构 PR 升级, code-review + gstack-review + gstack-cso + gstack-qa 4 teammate 互相 SendMessage 质询, NOT fire-and-forget subagent fan-out; bundled Agent Teams Pattern C routing). Cleanup mandatory: shutdown_request + TeamDelete (bundled cleanup discipline). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (agent-teams 3 + 4 specialist capability) + 2 phase (01-team-create on critical-release invoke / 02-team-cleanup mandatory shutdown)。 Triggered by slash command `/verify-multispec` after `harnessed setup`.

Stage ④.c verify sub-workflow — gstack /review Paranoid Staff Engineer 关键模块 PR 前强制 (bundled gstack governance gate — mandatory before critical-module PR)。Gate: judgments.stage-routing.verify-paranoid-critical.fires (phase.is_critical_module == true) — 默认 critical fire only; 非关键模块 skip。 schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gstack-review) + 1 phase (gate ref is_critical_module conditional)。 Triggered by slash command `/verify-paranoid` after `harnessed setup`.

Stage ④.a verify sub-workflow — gsd-verify-work + gsd-progress 必跑串行 (verify-work 起点) + planning-with-files progress.md 持久化 (bundled verify-stage cadence — mandatory serial: gsd-verify-work UAT-driven acceptance + gsd-progress 状态同步 顺序不可调换)。 schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gsd-verify-work + gsd-progress + planning-with-files) + 3 phases (serial 01→02 + persist progress.md sink)。Triggered by harnessed CLI `harnessed verify-progress --phase <num>` or slash command `/verify-progress` after `harnessed setup`.

Stage ④.d verify sub-workflow — gstack /qa 端到端 QA 验收 (has_ui_changes 触发, 可选 conditional; bundled verify-stage optional /qa step). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gstack-qa + playwright-cli + playwright-test + webapp-testing) + 1 phase (gate ref has_ui_changes conditional)。 Triggered by slash command `/verify-qa` after `harnessed setup`.

Stage ④.e verify sub-workflow — gstack /cso 安全审查 OWASP/auth/secrets (has_auth_or_secrets 触发, 可选 conditional; bundled verify-stage optional /cso step). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gstack-cso) + 1 phase (gate ref has_auth_or_secrets conditional)。 Triggered by slash command `/verify-security` after `harnessed setup`.

Stage ④.g verify sub-workflow — code-simplifier 末尾串行 (移除重复 / 多余逻辑; bundled verify-stage cadence — tail-step code-simplifier). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (code-simplifier) + 1 phase (gate ref is_final_step 末尾串行)。 Triggered by slash command `/verify-simplify` after `harnessed setup`.

Stage ④ verify sub-workflow — GSD /gsd-validate-phase Nyquist 覆盖审计 (requires_coverage_audit 触发, 可选 conditional; 补 TDD 前向写测试之外的后向 requirement→test 覆盖查漏). schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gsd-validate-phase) + 1 phase (gate ref requires_coverage_audit conditional)。 Triggered by slash command `/verify-validate-phase` after `harnessed setup`.

Stage ② Plan master orchestrator — 串行 invoke 2 sub (architecture conditional → phase always)。 复杂架构 gstack /plan-eng-review 锁定架构后再 GSD /gsd-plan-phase + planning-with-files 持久化 task_plan.md。schema_version: harnessed.workflow.v3 with delegates_to (2 sub: architecture serial order 1 + phase serial order 2) + disciplines_applied (6 default) + tools_available (planning-with-files + plan-eng-review + gsd-plan-phase)。 Triggered by slash command `/plan` (bare per ADR 0030 namespace policy D-02 LOCK) after `harnessed setup`.

Stage ③ Task master orchestrator — 串行 invoke 4 sub per subtask (clarify → code → test → deliver)。 ralph-loop COMPLETE wrapper 在 deliver phase 内 (D-10 orthogonal wrapper)。tdd-gate conditional fire on test sub。schema_version: harnessed.workflow.v3 with delegates_to (4 sub: clarify order 1 conditional + code order 2 + test order 3 conditional + deliver order 4) + disciplines_applied (6 default) + tools_available (8 entry: superpowers-brainstorming + tdd + grill-with-docs + improve-codebase-architecture + diagnose + ralph-loop + planning-with-files)。 Triggered by slash command `/task` (bare per ADR 0030 namespace policy D-02 LOCK) after `harnessed setup`.

Stage ④ Verify master orchestrator — 7 sub conditional per bundled Verify-stage cadence: progress 必跑 → code-review 并行 → paranoid 关键模块强制 → qa/security/design 可选 并行 conditional → simplify 末尾 → multispec 关键发布 Pattern C 4-specialist Agent Team。 schema_version: harnessed.workflow.v3 with delegates_to (7 sub: progress serial order 1 + 5 parallel conditional + simplify serial order 99) + disciplines_applied (6 default) + tools_available (10 entry)。Triggered by harnessed CLI `harnessed verify --phase <num>` or slash command `/verify` (bare per ADR 0030 namespace policy D-02 LOCK) after `harnessed setup`.

Stage ①.b Phase 层 discuss sub-workflow — GSD /gsd-discuss-phase 灰色澄清 (≥2 open implementation decisions / 跨 phase API contract 不清 / phase scope > 1 day / 灰色地带)。 schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gsd-discuss-phase + planning-with-files) + 2 phases (01-gsd-discuss + 02-persist findings.md + knowledge.md)。Triggered by harnessed CLI `harnessed discuss-phase --phase <num>` or slash command `/discuss-phase` after `harnessed setup`.

Stage ①.a 战略层 discuss sub-workflow — gstack /office-hours + /plan-ceo-review 新功能 / 新 milestone / 新产品方向启动前强制治理关卡 (bundled gstack governance gate, mandatory before new-feature)。 schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (gstack-office-hours + gstack-plan-ceo-review + planning-with-files) + 3 phases (gate judgments.strategic-gate.* fires + planning-with-files /plan findings.md 持久化)。 Triggered by slash command `/discuss-strategic` after `harnessed setup`.

Stage ①.c 子任务层 discuss sub-workflow — superpowers brainstorming (≥2 approach / 核心算法 / API contract / 错误成本高)。schema_version: harnessed.workflow.v3 with disciplines_applied (6 default) + tools_available (superpowers-brainstorming + grill-with-docs + grill-me) + 1 phase (01-brainstorm with conditional invokes_tools for spec_ambiguous + no_docs)。Triggered by harnessed CLI `harnessed discuss-subtask --task <text>` or slash command `/discuss-subtask` after `harnessed setup`.

task-clarify workflow v3 — Stage ③.a 子任务澄清 sub-workflow (superpowers brainstorm + mattpocock /grill-with-docs conditional invoke)。Per-subtask repeat invoke 入口 — execute-task 每个 subtask 起步先走 task-clarify 评估 gate (judgments.subtask-gate.brainstorming.fires) 是否激活 brainstorming + 条件性 fire grill-with-docs (phase.spec_ambiguous == true)。 schema_version: harnessed.workflow.v3 with disciplines_applied [6] + tools_available [superpowers-brainstorming, grill-with-docs]. Triggered by harnessed CLI `harnessed task-clarify --task <text>` or slash command `/task-clarify` after `harnessed setup`.

Plan-feature workflow phase 02 stub — execution + ui-ux-pro-max UI (mock, Phase 3.3+ dogfood 时换真 superpowers spawn)

Plan-feature workflow phase 01 stub — governance gate (mock, Phase 3.3+ dogfood 时换真 gstack spawn)

Plan-feature workflow phase 03 stub — orchestration phase discussion (mock, Phase 3.3+ dogfood 时换真 gsd spawn)

Plan-feature workflow phase 05 stub — planning-with-files MD persistence (mock, Phase 3.3+ dogfood 时换真 planning-with-files spawn)

Plan-feature workflow phase 04 stub — orchestration phase planning (mock, Phase 3.3+ dogfood 时换真 gsd spawn)

ALWAYS apply Karpathy 4 心法 baseline to every coding decision: Think Before Coding / Simplicity First (YAGNI) / Surgical Changes / Goal-Driven Execution. Cross-cutting always-on heuristics — applies to ALL coding tasks regardless of language, framework, or phase. Source: andrej-karpathy-skills (forrestchang, MIT) — distilled.