[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: setin_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.
[IMPORTANT] Use TaskCreate to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ATTENTION ask user whether to skip.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.
AI Mistake Prevention — Failure modes to avoid on every task: - Check downstream references before deleting. Deleting components causes documentation and code staleness cascades. Map all referencing files before removal. - Verify AI-generated content against actual code. AI hallucinates APIs, class names, and method signatures. Always grep to confirm existence before documenting or referencing. - Trace full dependency chain after edits. Changing a definition misses downstream variables and consumers derived from it. Always trace the full chain. - Trace ALL code paths when verifying correctness. Confirming code exists is not confirming it executes. Always trace early exits, error branches, and conditional skips — not just happy path. - When debugging, ask "whose responsibility?" before fixing. Trace whether bug is in caller (wrong data) or callee (wrong handling). Fix at responsible layer — never patch symptom site. - Assume existing values are intentional — ask WHY before changing. Before changing any constant, limit, flag, or pattern: read comments, check git blame, examine surrounding code. - Verify ALL affected outputs, not just the first. Changes touching multiple stacks require verifying EVERY output. One green check is not all green checks. - Holistic-first debugging — resist nearest-attention trap. When investigating any failure, list EVERY precondition first (config, env vars, DB names, endpoints, DI registrations, data preconditions), then verify each against evidence before forming any code-layer hypothesis. - Surgical changes — apply the diff test. Bug fix: every changed line must trace directly to the bug. Don't restyle or improve adjacent code. Enhancement task: implement improvements AND announce them explicitly. - Surface ambiguity before coding — don't pick silently. If request has multiple interpretations, present each with effort estimate and ask. Never assume all-records, file-based, or more complex path.
Prerequisites: MUST ATTENTION READ before executing:
Understand Code First — HARD-GATE: Do NOT write, plan, or fix until you READ existing code. 1. Search 3+ similar patterns (grep/glob) — citefile:lineevidence 2. Read existing files in target area — understand structure, base classes, conventions 3. Runpython.claude/scripts/code_graph trace <file> --direction both --jsonwhen.code-graph/graph.dbexists 4. Map dependencies viaconnectionsorcallers_of— know what depends on your target 5. Write investigation to.ai/workspace/analysis/for non-trivial tasks (3+ files) 6. Re-read analysis file before implementing — never work from memory alone 7. NEVER invent new patterns when existing ones work — match exactly or document deviation BLOCKED until:- []Read target files- []Grep 3+ patterns- []Graph trace (if graph.db exists)- []Assumptions verified with evidence
docs/project-reference/frontend-patterns-reference.md(content auto-injected by hook — check for [Injected:...] header before reading)docs/project-reference/scss-styling-guide.md— Styling/BEM guide (read when task involves frontend/UI)docs/project-reference/design-system/README.md— Design system tokens (read when task involves frontend/UI)docs/project-reference/domain-entities-reference.md— Domain entity catalog, relationships, cross-service sync (read when task involves business entities/models)
External Memory: For complex or lengthy work (research, analysis, scan, review), write intermediate findings and final results to a report file in plans/reports/ — prevents context loss and serves as deliverable.Evidence Gate: MANDATORY IMPORTANT MUST ATTENTION — every claim, finding, and recommendation requires file:line proof or traced evidence with confidence percentage (>80% to act, <80% must verify first).Quick Summary
Goal: Execute an existing implementation plan phase-by-phase with testing, code review, and user approval gates.
Workflow:
- Plan Detection — Find latest plan or use provided path, select next incomplete phase
- Analysis & Tasks — Extract tasks from phase file into TaskCreate
- Implementation — Implement step-by-step, run type checks
- Testing — Call tester subagent; must reach 100% pass before proceeding
- Code Review — Call code-reviewer subagent; must reach 0 critical issues
- User Approval — BLOCKING gate: wait for explicit user approval
- Finalize — Update status, docs, and auto-commit
Key Rules:
- Tests must be 100% passing (Step 3 gate)
- Critical issues must be 0 (Step 4 gate)
- User must explicitly approve before finalize (Step 5 gate)
- One plan phase per command run
MUST ATTENTION READ CLAUDE.md then THINK HARDER to start working on the following plan:
Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).
$ARGUMENTS
Pre-Implementation Granularity Gate (MANDATORY)
Plan Granularity — Every phase must pass 5-point check before implementation: 1. Lists exact file paths to modify (not generic "implement X") 2. No planning verbs (research, investigate, analyze, determine, figure out) 3. Steps ≤30min each, phase total ≤3h 4. ≤5 files per phase 5. No open decisions or TBDs in approach Failing phases → create sub-plan. Repeat until ALL leaf phases pass (max depth: 3). Self-question: "Can I start coding RIGHT NOW? If any step needs 'figuring out' → sub-plan it."
If ANY check fails → STOP. Ask user: "Phase needs more detail before implementation. Refine with /plan? [Y/n]" DO NOT implement a phase that contains planning verbs, unnamed files, or unresolved decisions.
Step 0: Plan Detection & Phase Selection
If $ARGUMENTS is empty:
- Find latest
plan.mdin./plans - Parse plan for phases and status, auto-select next incomplete (prefer IN_PROGRESS or earliest Planned)
If $ARGUMENTS provided: Use that plan and detect which phase to work on.
Output: ✓ Step 0: [Plan Name] - [Phase Name]
Workflow Sequence
Rules: Follow steps 1-6 in order. Each step requires output marker ✓ Step N:. Mark each complete in TaskCreate before proceeding. Do not skip steps.
Step 1: Analysis & Task Extraction
Read plan file completely. Map dependencies. List ambiguities. Identify required skills and activate from catalog. If the plan references analysis files in .ai/workspace/analysis/, re-read them before implementation.
TaskCreate Initialization:
- Initialize TaskCreate with
Step 0: [Plan Name] - [Phase Name]and all steps (1-6) - Read phase file, look for tasks/steps/phases/sections/numbered/bulleted lists
- Convert to TaskCreate tasks with UNIQUE names:
- Phase Implementation tasks → Step 2.X (Step 2.1, Step 2.2, etc.) - Phase Testing tasks → Step 3.X - Phase Code Review tasks → Step 4.X
Output: ✓ Step 1: Found [N] tasks across [M] phases - Ambiguities: [list or "none"]
Step 2: Implementation
Implement selected plan phase step-by-step following extracted tasks. Mark tasks complete as done. For UI work, call ui-ux-designer subagent. Run type checking and compile to verify.
Output: ✓ Step 2: Implemented [N] files - [X/Y] tasks complete, compilation passed
Step 3: Testing
Call tester subagent. If ANY tests fail: STOP, call debugger subagent, fix, re-run. Repeat until 100% pass.
Testing standards: Unit tests may use mocks. Integration tests use test environment. Forbidden: commenting out tests, changing assertions to pass, TODO/FIXME to defer fixes.
Output: ✓ Step 3: Tests [X/X passed] - All requirements met
Validation: If X ≠ total, Step 3 INCOMPLETE - do not proceed.
Step 4: Code Review
Call code-reviewer subagent. If critical issues found: STOP, fix, re-run tester, re-run code-reviewer. Repeat until no critical issues.
Output: ✓ Step 4: Code reviewed - [0] critical issues
Validation: If critical issues > 0, Step 4 INCOMPLETE - do not proceed.
Step 5: User Approval ⏸ BLOCKING GATE
Present summary (3-5 bullets): what implemented, tests passed, code review outcome.
Ask user explicitly: "Phase implementation complete. All tests pass, code reviewed. Approve changes?"
Stop and wait - do not proceed until user responds.
Output: ✓ Step 5: User approved - Ready to complete
Step 6: Finalize
Prerequisites: User approved in Step 5.
- STATUS UPDATE (PARALLEL):
- Call project-manager subagent to update plan status - Call docs-manager subagent to update documentation
- ONBOARDING CHECK: Detect onboarding requirements + generate summary.
- AUTO-COMMIT: Call
git-managersubagent. Run only if Steps 1-2 successful + User approved + Tests passed.
Output: ✓ Step 6: Finalize - Status updated - Git committed
Critical Enforcement Rules
Step output format: ✓ Step [N]: [Brief status] - [Key metrics]
TaskCreate tracking required: Initialize at Step 0, mark each step complete before next.
Mandatory subagent calls: Step 3: tester | Step 4: code-reviewer | Step 6: project-manager AND docs-manager AND git-manager
Blocking gates:
- Step 3: Tests must be 100% passing
- Step 4: Critical issues must be 0
- Step 5: User must explicitly approve
Do not skip steps. Do not proceed if validation fails. Do not assume approval without user response. One plan phase per command run.
Workflow Recommendation
MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS: If you are NOT already in a workflow, you MUST ATTENTION useAskUserQuestionto ask the user. Do NOT judge task complexity or decide this is "simple enough to skip" — the user decides whether to use a workflow, not you: 1. Activaterefactorworkflow (Recommended) — scout → investigate → plan → code → review → sre-review → test → docs 2. Execute/codedirectly — run this skill standalone
Next Steps (Standalone: MUST ATTENTION ask user via AskUserQuestion. Skip if inside workflow.)
MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS after completing this skill, you MUST ATTENTION use AskUserQuestion to present these options. Do NOT skip because the task seems "simple" or "obvious" — the user decides:
- "Proceed with full workflow (Recommended)" — I'll detect the best workflow to continue from here (code implemented). This ensures review, testing, and docs steps aren't skipped.
- "/code-simplifier" — Simplify implementation
- "/integration-test" — Generate/update integration tests from test specs
- "/workflow-review-changes" — Review changes before commit
- "Skip, continue manually" — user decides
Standalone Review Gate (Non-Workflow Only)
MANDATORY IMPORTANT MUST ATTENTION: If this skill is called outside a workflow (standalone/code), you MUST ATTENTION create aTaskCreatetodo task for/review-changesas the last task in your task list. This ensures all changes are reviewed before commit even without a workflow enforcing it. If already running inside a workflow (e.g.,feature,refactor), skip this — the workflow sequence handles/review-changesat the appropriate step.
Closing Reminders
MANDATORY IMPORTANT MUST ATTENTION break work into small todo tasks using TaskCreate BEFORE starting. MANDATORY IMPORTANT MUST ATTENTION validate decisions with user via AskUserQuestion — never auto-decide. MANDATORY IMPORTANT MUST ATTENTION add a final review todo task to verify work quality. MANDATORY IMPORTANT MUST ATTENTION READ the following files before starting:
- IMPORTANT MUST ATTENTION verify all phases pass 5-point granularity check. Failing phases → sub-plan. "Can I start coding RIGHT NOW?"
<!-- SYNC:understand-code-first:reminder --> - IMPORTANT MUST ATTENTION search 3+ existing patterns and read code BEFORE any modification. Run graph trace when graph.db exists.
- IMPORTANT MUST ATTENTION READ
CLAUDE.mdbefore starting - MUST ATTENTION apply critical thinking — every claim needs traced proof, confidence >80% to act. Anti-hallucination: never present guess as fact.
- MUST ATTENTION apply AI mistake prevention — holistic-first debugging, fix at responsible layer, surface ambiguity before coding, re-read files after compaction.
[TASK-PLANNING] Before acting, analyze task scope and systematically break it into small todo tasks and sub-tasks using TaskCreate.
[IMPORTANT] Analyze how big the task is and break it into many small todo tasks systematically before starting — this is very important.
Prompt-Enhance Closing Anchors
- 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_progressbefore execution, setcompletedafter 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