| name | developer |
| description | Orchestrate research, planning, implementation, and verification. |
| needs | ["git","filesystem","context7","verification"] |
Development Lifecycle Orchestration
Follow this rigorous loop for any non-trivial step.
Phase 1: Research & Discovery
Gather context before proposing changes.
- Map Dependencies: Use
filesystem to find relevant files and imports.
- Trace Logic: Use
grep to understand data flow and symbol usage.
- Reference Docs: Use
context7 for external libraries.
- Check History: Use
git to see how code evolved.
Phase 2: Strategy & Planning
Define the "What" and "How" before implementation.
- Identify every file to be modified.
- Outline the logic changes.
- Define Verification: Plan how success will be proven.
Phase 3: Implementation (The Edit Loop)
Execute minimal, verified changes.
- Use
filesystem for surgical edits.
- Follow existing project patterns and style.
- Prefer composition and simplicity over abstractions.
Phase 4: Verification & Hardening
Apply the verification workflow.
- Repro First: Confirm the bug/absence of feature.
- Verify Fix: Prove the change works.
- Regression Test: Ensure no collateral damage.
Core Principles
- Read before Write: Context is everything.
- Surgical Precision: Minimal changes for maximum effect.
- Evidence over Assertion: Prove it works with output.
- Root Cause Fixes: Fix the source, not the symptom.
- Simplify Continuously: Leave the codebase cleaner than you found it.