EasyPlatform cook-auto-parallel

[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.

<!-- SYNC:critical-thinking-mindset -->

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.

<!-- /SYNC:critical-thinking-mindset --> <!-- SYNC:ai-mistake-prevention -->

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.

<!-- /SYNC:ai-mistake-prevention --> <!-- SYNC:understand-code-first -->

Understand Code First — HARD-GATE: Do NOT write, plan, or fix until you READ existing code.

1. Search 3+ similar patterns (

   grep

   /

   glob

   ) — cite

   file:line

   evidence
2. Read existing files in target area — understand structure, base classes, conventions
3. Run

   python .claude/scripts/code_graph trace <file> --direction both --json

   when

   .code-graph/graph.db

   exists
4. Map dependencies via

   connections

   or

   callers_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

<!-- /SYNC:understand-code-first -->

• docs/project-reference/domain-entities-reference.md

  — Domain entity catalog, relationships, cross-service sync (read when task involves business entities/models) (content auto-injected by hook — check for [Injected: ...] header before reading)

• docs/test-specs/

  — Test specifications by module (read existing TCs; generate/update test specs via

  /tdd-spec

  after implementation)

<!-- SYNC:plan-quality -->

Plan Quality — Every plan phase MUST ATTENTION include test specifications.

1. Add

   ## Test Specifications

   section with TC-{FEAT}-{NNN} IDs to every phase file
2. Map every functional requirement to ≥1 TC (or explicit

   TBD

   with rationale)
3. TC IDs follow

   TC-{FEATURE}-{NNN}

   format — reference by ID, never embed full content
4. Before any new workflow step: call

   TaskList

   and re-read the phase file
5. On context compaction: call

   TaskList

   FIRST — never create duplicate tasks
6. Verify TC satisfaction per phase before marking complete (evidence must be

   file:line

   , not TBD)

Mode: TDD-first → reference existing TCs with

Evidence: TBD

. Implement-first → use TBD →

/tdd-spec

fills after.

<!-- /SYNC:plan-quality --> <!-- SYNC:rationalization-prevention -->

Rationalization Prevention — AI skips steps via these evasions. Recognize and reject:

Evasion	Rebuttal
"Too simple for a plan"	Simple + wrong assumptions = wasted time. Plan anyway.
"I'll test after"	RED before GREEN. Write/verify test first.
"Already searched"	Show grep evidence with file:line . No proof = no search.
"Just do it"	Still need TaskCreate. Skip depth, never skip tracking.
"Just a small fix"	Small fix in wrong location cascades. Verify file:line first.
"Code is self-explanatory"	Future readers need evidence trail. Document anyway.
"Combine steps to save time"	Combined steps dilute focus. Each step has distinct purpose.

<!-- /SYNC:rationalization-prevention --> <!-- SYNC:red-flag-stop-conditions -->

Red Flag Stop Conditions — STOP and escalate to user via AskUserQuestion when:

1. Confidence drops below 60% on any critical decision
2. Changes would affect >20 files (blast radius too large)
3. Cross-service boundary is being crossed
4. Security-sensitive code (auth, crypto, PII handling)
5. Breaking change detected (interface, API contract, DB schema)
6. Test coverage would decrease after changes
7. Approach requires technology/pattern not in the project

NEVER proceed past a red flag without explicit user approval.

<!-- /SYNC:red-flag-stop-conditions -->

Skill Variant: Variant of

/cook

— autonomous parallel execution with fullstack-developer subagents.

Quick Summary

Goal: Plan parallel-executable phases and dispatch to fullstack-developer subagents for concurrent implementation.

Workflow:

1. Plan — Create plan with parallel-executable phases (strict file ownership)
2. Dispatch — Launch fullstack-developer subagents per phase
3. Merge — Integrate results and verify

Key Rules:

• Each subagent owns specific files; no cross-boundary edits
• Autonomous mode: no user confirmation between phases
• Break work into todo tasks; add final self-review task

Ultrathink parallel to implement: <tasks>$ARGUMENTS</tasks>

IMPORTANT: Activate needed skills. Ensure token efficiency. Sacrifice grammar for concision.

Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).

Workflow

1. Research (Optional)

• Use max 2

  researcher

  agents in parallel if tasks complex
• Use

  /scout-ext

  to search codebase
• Keep reports ≤150 lines
• External Memory: Write research to

  .ai/workspace/analysis/{task-name}.analysis.md

  . Re-read before parallel execution.

2. Parallel Planning

• Trigger

  /plan-parallel <detailed-instruction>

• Wait for plan with dependency graph, execution strategy, file ownership matrix

3. Parallel Implementation

• Read

  plan.md

  for dependency graph
• Launch multiple

  fullstack-developer

  agents in PARALLEL for concurrent phases
  • Example: "Phases 1-3 parallel" → launch 3 agents simultaneously
  • Pass phase file path:

    {plan-dir}/phase-XX-*.md

  • Include environment info
• Wait for all parallel phases complete before dependent phases
• Sequential phases: launch one agent at a time

4. Testing

• Use

  tester

  subagent for full test suite
• NO fake data/mocks/cheats
• If fail: use

  debugger

  , fix, repeat

5. Code Review

• Use

  code-reviewer

  for all changes
• If critical issues: fix, retest

6. Project Management & Docs

• If approved: use

  project-manager

  +

  docs-manager

  in parallel
• Update plan files, docs, roadmap
• If rejected: fix and repeat

7. Final Report

• Summary of all parallel phases
• Guide to get started
• Ask to commit (use

  git-manager

  if yes)

Example: Phases 1-3 parallel → Launch 3 fullstack-developer agents → Wait → Phase 4 sequential

---

Next Steps (Standalone: MUST ATTENTION ask user via

AskUserQuestion

. Skip if inside workflow.)

MANDATORY IMPORTANT MUST ATTENTION — NO EXCEPTIONS: If this skill was called outside a workflow, 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 (feature implemented). This ensures review, testing, and docs steps aren't skipped.
• "/code-simplifier" — Simplify and clean up implementation
• "/workflow-review-changes" — Review changes before commit
• "Skip, continue manually" — user decides

If already inside a workflow, skip — the workflow handles sequencing.

Closing Reminders

• MANDATORY IMPORTANT MUST ATTENTION break work into small todo tasks using

  TaskCreate

  BEFORE starting
• MANDATORY IMPORTANT MUST ATTENTION search codebase for 3+ similar patterns before creating new code
• MANDATORY IMPORTANT MUST ATTENTION cite

  file:line

  evidence for every claim (confidence >80% to act)
• MANDATORY IMPORTANT MUST ATTENTION add a final review todo task to verify work quality
• MANDATORY IMPORTANT MUST ATTENTION validate decisions with user via

  AskUserQuestion

  — never auto-decide <!-- SYNC:understand-code-first:reminder -->
• MANDATORY IMPORTANT MUST ATTENTION search 3+ existing patterns and read code BEFORE any modification. Run graph trace when graph.db exists. <!-- /SYNC:understand-code-first:reminder --> <!-- SYNC:plan-quality:reminder -->
• MANDATORY IMPORTANT MUST ATTENTION include

  ## Test Specifications

  with TC IDs per phase. Call

  TaskList

  before creating new tasks. <!-- /SYNC:plan-quality:reminder --> <!-- SYNC:rationalization-prevention:reminder -->
• MANDATORY IMPORTANT MUST ATTENTION follow ALL steps regardless of perceived simplicity. "Too simple to plan" is an evasion, not a reason. <!-- /SYNC:rationalization-prevention:reminder --> <!-- SYNC:red-flag-stop-conditions:reminder -->
• MANDATORY IMPORTANT MUST ATTENTION STOP after 3 failed fix attempts. Report all attempts, ask user before continuing. <!-- /SYNC:red-flag-stop-conditions:reminder --> <!-- SYNC:critical-thinking-mindset:reminder -->
• MUST ATTENTION apply critical thinking — every claim needs traced proof, confidence >80% to act. Anti-hallucination: never present guess as fact. <!-- /SYNC:critical-thinking-mindset:reminder --> <!-- SYNC:ai-mistake-prevention:reminder -->
• MUST ATTENTION apply AI mistake prevention — holistic-first debugging, fix at responsible layer, surface ambiguity before coding, re-read files after compaction. <!-- /SYNC:ai-mistake-prevention:reminder -->