Start the multi-AI pipeline with a given request. Guides through plan -> review -> implement -> review workflow.
You are starting the multi-AI pipeline. Follow this process exactly.
First, read the standards that guide all reviews:
skill/multi-ai/reference/standards.md - Coding standards and review criteriaRemove old .task/ directory if it exists:
rm -rf .task
mkdir -p .task
Write the user's request to .task/user-request.txt.
Write .task/plan.json:
{
"id": "plan-YYYYMMDD-HHMMSS",
"title": "Short descriptive title",
"description": "What the user wants to achieve",
"requirements": ["req1", "req2"],
"created_at": "ISO8601",
"created_by": "claude"
}
Research the codebase and create .task/plan-refined.json:
{
"id": "plan-001",
"title": "Feature title",
"description": "What the user wants",
"requirements": ["req1", "req2"],
"technical_approach": "Detailed how-to",
"files_to_modify": ["path/to/file.ts"],
"files_to_create": ["path/to/new.ts"],
"dependencies": [],
"estimated_complexity": "low|medium|high",
"potential_challenges": ["Challenge and mitigation"],
"refined_by": "claude",
"refined_at": "ISO8601"
}
Run reviews in sequence. Fix issues after each before continuing:
Invoke /review-sonnet
.task/review-sonnet.json resultneeds_changes: fix issues in plan, update .task/plan-refined.jsonInvoke /review-codex
.task/review-codex.json resultneeds_changes: fix issues and restart from step 5.1approved: continue to implementationInvoke /implement-sonnet
This skill will:
.task/plan-refined.json.task/impl-result.jsonRun reviews in sequence. Fix issues after each before continuing:
Invoke /review-sonnet
.task/review-sonnet.json resultneeds_changes: fix code issuesInvoke /review-codex
.task/review-codex.json resultneeds_changes: fix issues and restart from step 7.1approved: continue to completionWrite .task/state.json:
{
"state": "complete",
"plan_id": "plan-001",
"completed_at": "ISO8601"
}
Report success to the user with:
| File | Purpose |
|---|---|
.task/user-request.txt | Original user request |
.task/plan.json | Initial plan |
.task/plan-refined.json | Refined plan with technical details |
.task/impl-result.json | Implementation result |
.task/review-sonnet.json | Sonnet review output |
.task/review-codex.json | Codex review output |
.task/state.json | Pipeline state |
| Path | Purpose |
|---|---|
skill/multi-ai/reference/standards.md | Review criteria and coding standards |
skill/multi-ai/reference/schemas/ | JSON schemas for structured output |