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mula-forge-code — 7-phase structured feature development pipeline

Understand → Explore → Clarify → Architect → Implement → Review → Document. A disciplined pipeline that forces the right questions before the first line of code.

OpenClaw Skill

Overview

mula-forge-code is a 7-phase feature development pipeline managed by mula-forge-code.mjs. It prevents premature coding by running codebase exploration agents and asking all clarifying questions before any implementation begins. Architecture goes through a competition phase where 2–3 options are designed and the best is selected before building. A review phase with 3 dedicated agents validates quality before the feature is documented. Fork of Anthropic's feature-dev plugin (MIT).

Phases

  1. Discovery — understand what the task requires
  2. Explore — 2–3 explorer agents scan the codebase → key files identified
  3. Clarify — ask ALL unclear questions BEFORE coding (gate: user approves)
  4. Architect — 2–3 architect agents design options → user selects
  5. Implement — code via StepForge (4–6K tokens/step, isolated)
  6. Review — 3 reviewer agents check quality
  7. Summary — document results

When to Use

✅ New multi-file feature | ✅ Complex requirement needing codebase exploration | ✅ Important task needing quality review ❌ Small bug fixes | ❌ One-liner changes

Trigger Keywords (OpenClaw)

forge code, feature dev, mula-forge-code, build feature, implement feature, phát triển tính năng

Related Skills


Part of the NachaFromMars OpenClaw skill ecosystem.

About

7-phase feature dev: Discovery → Explore (2-3 agents) → Clarify → Architect (2-3 options, user picks) → Implement (StepForge 4-6K/step) → Review (3 agents) → Summary.

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