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dor-gate
[Code Quality] Use when you need to validate a PBI against Definition of Ready before grooming.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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[Code Quality] Use when you need to validate a PBI against Definition of Ready before grooming.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
[Architecture] Use when designing solution architecture across backend, frontend, deployment, monitoring, testing, and code quality.
[Utilities] Use when you need to answer technical and architectural questions.
[Content] Use when you need to brainstorm as a PO/BA — structured ideation for problem-solving, new product creation, or feature enhancement.
[Git] Use when the user asks to compare branches, analyze git diffs, review changes between branches, update specifications based on code changes, or analyze what changed.
[Project Management] Use when creating user stories, writing acceptance criteria, analyzing requirements, or mapping business processes.
[Content] Use when you need to evaluate business idea viability: Business Model Canvas, financial projections, risk matrix, go-to-market, execution plan.
| name | dor-gate |
| description | [Code Quality] Use when you need to validate a PBI against Definition of Ready before grooming. |
Codex compatibility note:
- Invoke repository skills with
$skill-namein Codex; this mirrored copy rewrites legacy Claude/skill-namereferences.- Task tracker mandate: BEFORE executing any workflow or skill step, create/update task tracking for all steps and keep it synchronized as progress changes.
- User-question prompts mean to ask the user directly in Codex.
- Ignore Claude-specific mode-switch instructions when they appear.
- Strict execution contract: when a user explicitly invokes a skill, execute that skill protocol as written.
- Subagent authorization: when a skill is user-invoked or AI-detected and its protocol requires subagents, that skill activation authorizes use of the required
spawn_agentsubagent(s) for that task.- Do not skip, reorder, or merge protocol steps unless the user explicitly approves the deviation first.
- For workflow skills, execute each listed child-skill step explicitly and report step-by-step evidence.
- If a required step/tool cannot run in this environment, stop and ask the user before adapting.
Codex uses static project-reference loading instead of runtime-injected project docs. When coding, planning, debugging, testing, or reviewing, open project docs explicitly using this routing.
Always read:
docs/project-config.json (project-specific paths, commands, modules, and workflow/test settings)docs/project-reference/docs-index-reference.md (routes to the full docs/project-reference/* catalog)docs/project-reference/lessons.md (always-on guardrails and anti-patterns)Missing/stale context route: If docs/project-config.json, the docs index, lessons.md, CLAUDE.md, AGENTS.md, or any task-required reference doc is missing or stale, auto-run $project-init or the narrow setup route ($project-config, $docs-init, $scan-all, $scan --target=<key>, $claude-md-init) before ordinary project-specific work. If Codex mirrors or AGENTS.md are missing/stale, ask the user to run $sync-codex; do not auto-run it.
Situation-based docs:
backend-patterns-reference.md, domain-entities-reference.md, project-structure-reference.mdfrontend-patterns-reference.md, scss-styling-guide.md, design-system/README.mddocs/specs/ pathing, or TC format: feature-spec-reference.md, spec-system-reference.md, spec-principles.mdworkflow-spec-test-code-cycle-reference.md plus the spec docs abovespec-system-reference.md and source Feature Specs under docs/specs/integration-test-reference.mde2e-test-reference.mdcode-review-rules.md plus domain docs above based on changed filesDo not read all docs blindly. Start from docs-index-reference.md, then open only relevant files for the task.
[BLOCKING] Execute skill steps in declared order. NEVER skip, reorder, or merge steps without explicit user approval. [BLOCKING] Before each step or sub-skill call, update task tracking: set
in_progresswhen step starts, setcompletedwhen step ends. [BLOCKING] Every completed/skipped step MUST include brief evidence or explicit skip reason. [BLOCKING] If Task tools are unavailable, create and maintain an equivalent step-by-step plan tracker with the same status transitions.
Goal: Validate a PBI artifact against the Definition of Ready (DoR/M1-M6) checklist so that only grooming-ready PBIs pass the gate — every failure is caught with its concrete section/line citation, blocking ambiguous, untestable, or unimplementable stories from reaching the team.
Summary:
Key distinction: Automated quality gate (not collaborative review — use $pbi-challenge for that).
Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).
team-artifacts/pbis/ or active plan context. If not found, ask user for path.$review-artifact --type=pbi or $pbi-challenge result is PASS or WARNContract: See
.claude/skills/shared/sdd-artifact-contract.md→ "AI-SDD Mandates (M1-M6)". DoR enforces M6: a PBI that violates any of M1-M5 is NOT ready for grooming — return FAIL and name the violated mandate ID with its concrete PBI section + line/AC citation. A DoR PASS over an M1-M5 violation is itself defective.Carriers are EXEMPT from M1/M2 — source identifiers are CORRECT inside
[Source: ...],**Evidence**,**IntegrationTest**fields, YAML frontmatter, and```mermaid ```blocks. Only flag leakage in PBI narrative prose (problem statement, AC text, scope, rule descriptions). Banned prose token list:spec-principles.md§3.2.
spec-principles.md §3.2). Cite section + token.FR-/BR-/OP-), has a logical ID but no [Source: namespace/service/id] abstract-anchor evidence, uses physical code coordinates or repository-root paths instead of an abstract anchor, or makes the anchor its primary citation. Evidence is REQUIRED and KEPT, but SECONDARY to the logical ID (physical coordinates live only in the provenance sidecar).If ANY box fails → DoR result is FAIL; list each violated mandate ID with its concrete section/line citation in the Blocking Items.
Applies to Writes under
team-artifacts/pbis/. Mirrored for Codex viaSYNC:refinement-dor-checklist/SYNC:ba-team-decision-modelin AGENTS.md (do not hand-edit the mirror). This is the self-contained DoR source — no external protocol-file dependency required to run the gate.
Decision Model: 2/3 majority vote (UX BA + Designer BA + Dev BA PIC). Dev BA PIC has technical veto. Disagree-and-commit after decision. Grooming override requires >75% remaining-team vote.
DoR Gate (ALL must pass before grooming):
$review-artifact --type=pbi or $pbi-challenge returned PASS or WARN)Failure fixes: Vague AC → specify exact CRUD + roles. Missing auth → add roles × CRUD table. No wireframes → UX BA creates. TBD in AC → replace with decision.
## DoR Gate Result
**PBI:** {PBI filename}
**Status:** PASS | FAIL
**Date:** {date}
### Checklist Results
| # | Criterion | Status | Evidence / Issue |
| --- | --------------------------- | --------- | ---------------- |
| 1 | User story template | ✅/❌ | {evidence} |
| 2 | AC testable and unambiguous | ✅/❌ | {evidence} |
| 3 | Wireframes/mockups | ✅/❌/N/A | {evidence} |
| 4 | UI design ready | ✅/❌/N/A | {evidence} |
| 5 | AI pre-review passed | ✅/❌ | {evidence} |
| 6 | Story points estimated | ✅/❌ | {evidence} |
| 7 | Dependencies complete | ✅/❌ | {evidence} |
### Blocking Items (if FAIL)
1. {Fix instruction}
### Verdict
**{READY_FOR_GROOMING | FIX_REQUIRED}**
refinement-dor-checklist-protocol.md for criteria definitions.MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS after completing this skill, you MUST ATTENTION use a direct user question to present these options. Do NOT skip because the task seems "simple" or "obvious" — the user decides:
[IMPORTANT] Use task tracking to break ALL work into small tasks BEFORE starting.
Evidence Gate: MANDATORY IMPORTANT MUST ATTENTION — every claim requires
file:lineproof or traced evidence with confidence percentage (>80% to act).
AI Mistake Prevention — Failure modes to avoid on every task:
Re-read files after context changes. Context compaction, resume, or long-running work can make memory stale; verify current files before acting. Verify generated content against source evidence. AI hallucinates APIs, names, claims, and document facts. Check the relevant source before documenting or referencing. Check downstream references before deleting or renaming. Removing an artifact can stale docs, generated mirrors, configs, and callers; map references first. Trace the full impact chain after edits. Changing a definition can miss derived outputs and consumers. Follow the affected chain before declaring done. Verify ALL affected outputs, not just the first. One green check is not all green checks; validate every output surface the change can affect. Assume existing values are intentional — ask WHY before changing. Before changing a constant, limit, flag, wording, or pattern, read nearby context and history. Surface ambiguity before acting — don't pick silently. Multiple valid interpretations require an explicit question or stated assumption with risk. Keep shared guidance role-relevant. Universal guidance must help every receiving skill or agent; code-specific obligations belong only in code-specific protocols.
Estimation Framework — Bottom-up first; SP DERIVED; output min-max range when likely ≥3d. Stack-agnostic. Baseline: 3-5yr dev, 6 productive hrs/day. AI estimate assumes Claude Code + project context.
Method:
- Blast Radius pass (below) — drives code AND test cost
- Decompose phases → hours/phase →
bottom_up_hours = Σ phase_hourslikely_days = ceil(bottom_up_hours / 6) × productivity_factor- Sum Risk Margin (base + add-ons) →
max_days = likely_days × (1 + margin)min_days = likely_days × 0.9- Output as range when
likely_days ≥3; single point allowed<3(still record margin)man_days_ai= same range × AI speedupstory_pointsDERIVED fromlikely_daysvia SP-Days — NEVER driver. Disagreement >50% → trust bottom-upProductivity factor: 0.8 strong scaffolding+codegen+AI hooks · 1.0 mature default · 1.2 weak patterns · 1.5 greenfield
Cost Driver Heuristic (apply BEFORE work-type row):
- UI dominates in CRUD/business apps — 1.5-3x backend (states, validation, responsive, a11y, polish)
- Backend dominates ONLY: multi-aggregate invariants, cross-service contracts, schema migrations, heavy query/perf, new event flows
Reuse-vs-Create axis (PRIMARY lever, per layer):
UI tier Cost Reuse component on existing screen 0.1-0.3d Add control/column to existing screen 0.3-0.8d Compose components into NEW screen 1-2d NEW screen, custom layout/states/validation 2-4d NEW shared/common component (themed, tested) 3-6d+
Backend tier Cost Reuse query/handler from new place 0.1-0.3d Small update existing handler/entity 0.3-0.8d NEW query on existing repo/model 0.5-1d NEW command/handler on existing aggregate (additive) 1-2d NEW aggregate/entity (repo, validation, events) 2-4d NEW cross-service contract OR schema migration 2-4d each Multi-aggregate invariant / heavy domain rule 3-5d Rule: Sum tiers across UI+backend+tests, apply productivity factor. Reuse short-circuits tiers — call out.
Test-Scope drivers (compute test_count EXPLICITLY — "+tests" hand-wave is #1 failure):
Driver Count Happy-path journeys 1 per story / AC main flow State-machine transitions reachable transitions × allowed actors Multi-entity state combos state(A) × state(B) — REACHABLE only, not Cartesian Authorization matrix (owner, non-owner, elevated, unauth) × each mutation Validation rules 1 per required field / boundary / format / cross-field UI states (per new screen/dialog) happy, loading, empty, error, partial — present only Negative paths / invariants 1 per violatable business rule
Test tier (Trad, incl. setup+assert+flake) Cost 1-5 cases, fixtures reused 0.3-0.5d 6-12 cases, 1 new fixture 0.5-1d 13-25 cases, multi-entity setup 1-2d 26-50 cases OR new state-machine coverage 2-3d >50 cases OR full E2E journey 3-5d Test multipliers: new fixture/seed harness +0.5d · cross-service/bus assertion +0.3d each · UI E2E ×1.5 · each new role +1-2 cases
Blast Radius (mandatory pre-pass — affects code AND test):
- Files/components directly modified — count
- Of those, "complex" (>500 LOC, multi-handler, central, frequently-modified) — count
- Downstream consumers (callers, event subscribers, cross-service) — list
- Shared/common code touched (multi-app blast) — yes/no
- Regression scope — areas needing re-test
Rule: Complex touch → add
risk_factors. Each downstream consumer → +1-3 regression cases. Blast >5 areas OR >2 complex → re-evaluate SPLIT before estimating.Risk Margin (drives max bound):
likely_days Base margin <1d trivial +10% 1-2d small additive +20% 3-4d real feature +35% 5-7d large +50% 8-10d very large +75% >10d +100% AND flag SHOULD SPLIT Risk-factor add-ons (additive — enumerate in
risk_factors):
Factor +margin touches-complex-existing-feature(>500 LOC, multi-handler, central)+20% cross-service-contractchange+25% schema-migration-on-populated-data+25% new-tech-or-unfamiliar-pattern+30% regression-fan-out(≥3 downstream areas re-test)+20% performance-or-latency-critical+20% concurrency-race-event-ordering+25% shared-common-code(multi-consumer/multi-app)+25% unclear-requirements-or-design+30% Collapse rule: total margin >100% → STOP, split (padding past 2x is dishonesty). Margin <15% on
likely_days ≥5→ under-estimated, widen.Work-Type Caps (hard ceilings on
likely_days):
Work type Max SP Max likely Single field / config flag / style fix 1 0.5d Add property to existing model + bind to existing UI 2 1d Additive endpoint + minor UI control (button/menu/column), reuses fixtures 3 2-3d Additive endpoint + NEW UI surface OR additive multi-layer + new domain rule + 2+ test files 5 3-5d NEW model/aggregate OR migration OR cross-module contract OR heavy test (>1.5d) OR NEW UI + non-trivial backend 8 5-7d NEW UI surface + (NEW aggregate OR migration OR cross-service contract) 13 SHOULD split Cross-service contract + migration combined 13 SHOULD split Beyond 21 MUST split SP→Days (validation only): 1=0.5d/0.25d · 2=1d/0.35d · 3=2d/0.65d · 5=4d/1.0d · 8=6d/1.5d · 13=10d/2.0d (Trad/AI likely) AI speedup: SP 1≈2x · 2-3≈3x · 5-8≈4x · 13+≈5x. AI cost =
(code_gen × 1.3) + (test_gen × 1.3)(30% review overhead).MANDATORY frontmatter:
story_points: <n> complexity: low | medium | high | critical man_days_traditional: '<min>-<max>d' # range when likely ≥3d; '<N>d' when <3d man_days_ai: '<min>-<max>d' risk_margin_pct: <n> # base + add-ons risk_factors: [touches-complex-existing-feature, regression-fan-out] # closed-list from add-ons; [] if none blast_radius: touched_areas: <n> complex_touched: <n> downstream_consumers: [list or count] shared_common_code: yes | no estimate_scope_included: [code, integration-tests, frontend, i18n, docs] estimate_scope_excluded: [unit-tests, e2e, perf, deployment, code-review-rounds] estimate_reasoning: | 5-7 lines covering: (a) UI tier — row applied (b) Backend tier — row applied (c) Test scope — case breakdown by driver, file count, fixtures, tier row (d) Cost driver — dominant tier + why (e) Blast radius — touched, complex, regression scope (f) Risk factors — list driving margin; why not larger/smaller Example: "UI: compose Form/Table/Dialog → NEW screen (~1.5d). Backend: NEW command on existing aggregate, reuses validation+repo (~1d). Tests: 4 transitions × 2 actors + 3 validation + 2 UI states = 13 cases, 1 new fixture → tier 13-25 ~1.5d. Driver: UI composition + new states. Blast: 4 areas, 1 complex. Risk: base 35% + touches-complex +20% = 55% → max 3.9d → range 2.5-4d."Sanity self-check:
likely_days ≥3dand single-point? → reject, must be range- Margin <15% on
likely_days ≥5d? → under-estimated, widen- Margin >100%? → STOP, split instead of buffer
- Complex existing feature touched, no regression budget in
(c)? → reject- Blast
>5areas OR>2complex, no split discussion? → reject- Purely additive on existing model AND existing UI? → cap SP 3 unless tests >1.5d
- NEW UI surface (page/complex form/dashboard)? → SP 5+ even if backend one endpoint
- Backend cross-service / migration / multi-aggregate? → SP 8+ regardless of UI
bottom_up_hours / 6vs SP-Days disagreement >50%? → trust bottom-up, downgrade SP- Without tests, SP drops ≥1 bucket? → tests dominate; state explicitly
- Reasoning called out UI vs backend vs blast vs risk factors? → if missing, add
Critical Thinking Mindset — Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence >80% to act. Anti-hallucination: Never present guess as fact — cite sources for every claim, admit uncertainty freely, self-check output for errors, cross-reference independently, stay skeptical of own confidence — certainty without evidence root of all hallucination.
man_days_traditional (Σh/6 × productivity_factor); SP DERIVED. UI cost usually dominates — bump SP one bucket if NEW UI surface (page/complex form/dashboard). Frontmatter MUST include story_points, complexity, man_days_traditional, man_days_ai, estimate_scope_included, estimate_scope_excluded, estimate_reasoning (UI vs backend cost driver). Cap SP 3 for additive-on-existing-model+existing-UI unless test scope >1.5d. SP 13 SHOULD split, SP 21 MUST split.
MUST ATTENTION apply critical + sequential thinking — every claim needs appropriate traced evidence (file:line for repo/code claims; source URL or artifact section for research, product, content, and docs claims); confidence >80% to act, <60% DO NOT recommend. Anti-hallucination: never present guess as fact, admit uncertainty freely, cross-reference independently, stay skeptical of own confidence.
MUST ATTENTION apply AI mistake prevention — verify generated content against evidence, trace downstream references before deleting or renaming, verify all affected outputs, re-read files after context loss, and surface ambiguity before acting.
IMPORTANT MUST ATTENTION follow declared step order for this skill; NEVER skip, reorder, or merge steps without explicit user approval
IMPORTANT MUST ATTENTION for every step/sub-skill call: set in_progress before execution, set completed after execution
IMPORTANT MUST ATTENTION every skipped step MUST include explicit reason; every completed step MUST include concise evidence
IMPORTANT MUST ATTENTION if Task tools unavailable, maintain an equivalent step-by-step plan tracker with synchronized statuses
IMPORTANT MUST ATTENTION Goal: Only grooming-ready PBIs pass the gate — every DoR/M1-M6 failure caught with its concrete section/line citation, so no ambiguous, untestable, or unimplementable story reaches the team.
IMPORTANT MUST ATTENTION — Protocols in force (concise digest of the SYNC/shared blocks this skill carries; each is a signpost to its canonical body above, NEVER a replacement):
MANDATORY IMPORTANT MUST ATTENTION FAIL blocks grooming — ANY of the 7 required criteria OR any M1-M5 mandate fails → return FAIL, name the violated ID with its concrete PBI section + line/AC citation. NEVER PASS over an M1-M5 violation — a PASS over one is itself defective. — why: an unready story poisons grooming and ships ambiguity downstream.
IMPORTANT MUST ATTENTION automated quality gate, NOT collaborative review — run both checklists (7 required + M1-M6); route $pbi-challenge for collaborative review. — why: conflating gate with review lets soft-pass judgments through a hard gate.
IMPORTANT MUST ATTENTION cite file:line/section evidence for EVERY verdict (confidence >80% to act, <60% DO NOT decide) — every check references the concrete PBI section + line/AC; NEVER guess a criterion's status. — why: an uncited PASS/FAIL is unauditable and pattern-matched, not verified.
IMPORTANT MUST ATTENTION carriers EXEMPT from M1/M2 — source identifiers are CORRECT inside [Source: ...], **Evidence**, **IntegrationTest**, YAML frontmatter, ```mermaid ```; flag leakage ONLY in PBI narrative prose (banned tokens: spec-principles.md §3.2). — why: flagging a carrier as a violation is a false FAIL that blocks a ready PBI.
IMPORTANT MUST ATTENTION verify story-point frontmatter per the SYNC estimation framework — Fibonacci 1-21 + complexity, bottom-up man_days range, blast-radius; story points >13 → SHOULD-SPLIT WARN, NOT a FAIL. — why: a WARN escalated to a FAIL wrongly blocks a groomable large story.
MANDATORY IMPORTANT MUST ATTENTION break work into small todo tasks via task tracking BEFORE starting; add a final review todo verifying every verdict cites its PBI section/line.
MANDATORY IMPORTANT MUST ATTENTION emit the DoR Gate Result template (checklist table + Blocking Items + Verdict), then route via a direct user question — never auto-decide the next step.
Anti-Rationalization:
| Evasion | Rebuttal |
|---|---|
| "AC looks testable enough, pass it" | Show GIVEN/WHEN/THEN ×3 + 1 auth scenario, no vague tokens. No proof = FAIL. |
| "M1-M5 is minor, the rest passes — PASS overall" | ANY M1-M5 violation = FAIL. A PASS over an M1-M5 violation is itself defective. |
"Source name in [Source: ...] — flag it M1/M2" | Carriers are EXEMPT. Flag leakage ONLY in narrative prose, never in evidence carriers. |
| "Story points >13, fail the gate" | >13 SP = SHOULD-SPLIT WARN, not a FAIL. Do not escalate a WARN to a FAIL. |
| "Skip a direct user question, result is obvious" | NEVER auto-decide. Emit the result template, then route via a direct user question — the user decides. |
[TASK-PLANNING] Before acting, analyze task scope and systematically break it into small todo tasks and sub-tasks using task tracking.
[IMPORTANT] Analyze how big the task is and break it into many small todo tasks systematically before starting — this is very important.
IMPORTANT MUST ATTENTION FAIL blocks grooming on ANY required-criterion or M1-M5 failure — name the violated ID + cite PBI section/line; NEVER PASS over an M1-M5 violation.
IMPORTANT MUST ATTENTION cite file:line/section for EVERY verdict (>80% confidence to act); NEVER guess a check's status.
IMPORTANT MUST ATTENTION emit the DoR Gate Result template, then route via a direct user question — never auto-decide.
Source: .claude/.ck.json + .claude/skills/shared/sync-inline-versions.md (:full blocks) + .claude/scripts/lib/hookless-prompt-protocol.cjs
Generic portability boundary: Reusable skills and protocol text stay project-neutral; project-specific conventions are discovered from docs/project-config.json and docs/project-reference/. Apply shared AI-SDD from shared/sdd-artifact-contract.md. Read docs/project-config.json and docs/project-reference/docs-index-reference.md, then open the project reference docs named there. For spec, test-case, behavior-change, public-contract, or docs/specs/ work, route through the local spec docs named by the docs index: feature-spec-reference.md, spec-system-reference.md, spec-principles.md, and workflow-spec-test-code-cycle-reference.md when specs/tests/code must stay synchronized. If either file or a required reference doc is missing or stale, auto-run $project-init (or the narrow lower-level route such as $project-config, $docs-init, $scan-all, or $scan --target=<key>) before ordinary project-specific work. Any supported AI tool may execute when this shared context and local docs are available.
$start-workflow <workflowId>; for a selected skill, invoke that skill; for a custom workflow, sequence custom steps directly; for direct execution, proceed with the task.Source: .claude/skills/shared/sync-inline-versions.md
AI-SDD Artifact Contract — Shared spec-driven development rules stay portable and source-owned.
- Keep reusable AI-SDD principles in
.claude; put repository-specific paths, commands, owners, products, and formats in project config/reference docs.- Preserve cycle:
spec -> plan -> tasks -> implement -> verify -> update spec/docs.- Trace every requirement or invariant through decision, task, TC/test, source evidence, and docs/spec update.
- Treat code-to-spec extraction as reference-only until accepted by the canonical spec owner.
- Any supported AI tool may plan, implement, review, or verify with synced context; using multiple tools is optional.
- Update
.claudesource first, then sync generated mirrors; do not manually edit.agents,.codex, orAGENTS.md. — why: mirrors are generated artifacts; hand-edits are overwritten on the next sync- If
docs/project-config.json, root instruction files, or a required project-reference doc is missing or stale, auto-run$project-initor the narrow lower-level route before ordinary project-specific work.Active reference:
shared/sdd-artifact-contract.mdin the active skills root.
shared/sdd-artifact-contract.md; keep reusable AI-SDD in .claude and local rules in project docs..claude source before syncing generated mirrors; do not manually edit .agents, .codex, or AGENTS.md.$project-init or the narrow setup route automatically.
[TASK-PLANNING] [MANDATORY] BEFORE executing any workflow or skill step, create/update task tracking for all planned steps, then keep it synchronized as each step starts/completes.Break work into small tasks (task tracking) before starting. Add final task: "Analyze AI mistakes & lessons learned".
Extract lessons — ROOT CAUSE ONLY, not symptom fixes:
$learn.$code-review/$code-simplifier/$security-review/$lint catch this?" — Yes → improve review skill instead.$learn.
[CRITICAL-THINKING-MINDSET] Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence >80% to act.
Anti-hallucination principle: Never present guess as fact — cite sources for every claim, admit uncertainty freely, self-check output for errors, cross-reference independently, stay skeptical of own confidence — certainty without evidence root of all hallucination.
AI Attention principle (Primacy-Recency): Put the 3 most critical rules at both top and bottom of long prompts/protocols so instruction adherence survives long context windows.
Goal-driven execution: Define success criteria first, loop until verified, and stop only when observable checks pass.
Tests verify intent: Tests must protect business rules/invariants and fail when the protected intent breaks, not only mirror current behavior.$start-workflow <workflowId>. NEVER answer or write code before checking. Skip = protocol violation.