auto-coder

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Autonomous spec-driven development agent. Syncs DEV_SPEC.md into chapter-based reference files, identifies the next pending task from the schedule, implements code following spec architecture and patterns, runs tests with up to 3 auto-fix rounds, and persists progress with atomic commits. Use when user says "auto code", "自动开发", "自动写代码", "auto dev", "一键开发", "autopilot", or wants fully automated spec-to-code workflow.

jerry-ai-dev By jerry-ai-dev schedule Updated 3/6/2026

name: auto-coder description: Autonomous spec-driven development agent. Syncs DEV_SPEC.md into chapter-based reference files, identifies the next pending task from the schedule, implements code following spec architecture and patterns, runs tests with up to 3 auto-fix rounds, and persists progress with atomic commits. Use when user says "auto code", "自动开发", "自动写代码", "auto dev", "一键开发", "autopilot", or wants fully automated spec-to-code workflow.

Auto Coder

One trigger completes read spec → find task → code → test → persist progress.

Optional modifiers: append a task ID (e.g. auto code B2) to target a specific task, or --no-commit to skip git commit.


Pipeline

Sync Spec → Find Task → Implement → Test (≤3 fix rounds) → Persist

Pause only at the end for commit confirmation. Run everything else autonomously.

⚠️ CRITICAL: Activate .venv before ANY python/pytest command (idempotent, re-run if unsure).

  • Windows: .\.venv\Scripts\Activate.ps1
  • macOS/Linux: source .venv/bin/activate

Reference Map

All files under .claude/skills/auto-coder/references/:

File Content When to Read
01-overview.md Project overview & goals First task or when needing project context
02-features.md Feature specifications When implementing feature-related tasks
03-tech-stack.md Tech stack & dependencies When choosing libraries or patterns
04-testing.md Testing conventions When writing tests
05-architecture.md Architecture & module design When creating/modifying modules
06-schedule.md Task schedule & status Every cycle (Sync Spec step)
07-future.md Future roadmap When planning or assessing scope

1. Sync Spec

python .claude/skills/auto-coder/scripts/sync_spec.py

Then read the schedule file to get task statuses:

  • Read .claude/skills/auto-coder/references/06-schedule.md

Task markers:

Marker Status
[ ] / Not started
[~] / 🔶 / (进行中) In progress
[x] / / (已完成) Completed

2. Find Task

Pick the first IN_PROGRESS task, then the first NOT_STARTED. If user specified a task ID, use that directly.

Quick-check predecessor artifacts exist (file-level only). On mismatch, log a warning and continue — only stop if the target task itself is blocked.


3. Implement

  1. Read relevant spec from .claude/skills/auto-coder/references/:

    • Architecture: 05-architecture.md
    • Tech details: 03-tech-stack.md
    • Testing conventions: 04-testing.md
  2. Extract from spec: inputs/outputs, design principles (Pluggable? Config-driven? Factory?), file list, acceptance criteria.

  3. Plan files to create/modify before writing any code.

  4. Code — project-specific rules:

    • Treat spec as single source of truth
    • Use config/settings.yaml values, never hardcode
    • Match existing codebase patterns and style
  5. Write tests alongside code:

    • Place in tests/unit/ or tests/integration/ per spec
    • Mock external deps in unit tests
  6. Self-review before running tests: verify all planned files exist and tests import correctly.


4. Test & Auto-Fix


Round 0..2:
  Run pytest on relevant test file
  If pass → go to step 5
  If fail → analyze error, apply fix, re-run

Round 3 still failing → STOP, show failure report to user

5. Persist

  1. Update DEV_SPEC.md (global file): change task marker [ ][x]
  2. Re-sync: python .claude/skills/auto-coder/scripts/sync_spec.py --force
  3. Show summary & ask:
✅ [A3] 配置加载与校验 — done
   Files: src/core/settings.py, tests/unit/test_settings.py
   Tests: 8/8 passed
   Commit: feat(config): [A3] implement config loader

   "commit" → git add + commit
   "skip"   → end
   "next"   → commit + start next task

On "next", loop back to step 1 and start the next task.

Install via CLI
npx skills add https://github.com/jerry-ai-dev/MODULAR-RAG-MCP-SERVER --skill auto-coder
Repository Details
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navigation Branch main
article Path SKILL.md
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