auto-coder

Automate spec-driven implementation, testing, and progress tracking for modular tasks.

Updated Apr 15, 2026
One-click install
npx skills add https://github.com/CvNoobLrx/rag-mcp-modular-agent --skill auto-coder-cvnooblrx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: auto-coder
Source: https://github.com/CvNoobLrx/rag-mcp-modular-agent/tree/main/.claude/skills/auto-coder
Command: npx skills add https://github.com/CvNoobLrx/rag-mcp-modular-agent --skill auto-coder-cvnooblrx

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the spec-to-code workflow for modular software projects, reducing the time and coordination needed to implement tasks, validate behavior, and record progress.

Core Features & Use Cases

  • Spec synchronization: Reads DEV_SPEC.md and syncs chapter-based reference files so implementation stays aligned with the source plan.
  • Task execution workflow: Finds the next pending task, implements code, runs tests with limited auto-fix rounds, and updates project progress.
  • Progress persistence: Updates task status and prepares atomic commits so development remains traceable and resumable.
  • Use case: A developer says “auto code B7.6” and the Skill locates the task, implements the vector store backend, verifies the roundtrip test, and reports the result.

Quick Start

Ask the assistant to auto code the next pending task or a specific task ID, and let it sync the spec, implement the change, test it, and report back when it is ready for commit.

Frequently Asked Questions about auto-coder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate spec-driven development from task schedules to git commits?

Spec-driven development automation syncs chaptered reference files like DEV_SPEC.md, selects the next pending task from a schedule, implements the code, and runs tests. It persists progress by updating task status and preparing atomic git commits for traceable resumption.

What is the best way to track progress for modular software tasks?

Progress tracking for modular tasks is handled by persisting completion state after each validation cycle. The Skill updates task status and prepares atomic commits following test runs, ensuring iterative development workflows remain traceable and resumable.

How do I implement code and run tests autonomously from a project specification?

Autonomous code implementation from a specification reads the source plan, finds the next scheduled task, and writes the code. The Skill applies limited auto-fix rounds during testing to validate behavior before updating project progress and reporting completion.

Does autonomous coding work with chaptered specification files and iterative validation?

Autonomous coding supports chaptered specifications by synchronizing DEV_SPEC.md with reference files. It handles iterative validation workflows by running tests with limited auto-fix rounds, ensuring implementation aligns with the source plan before committing state.

How to trigger task automation for a specific module using a task ID?

Triggering task automation for a specific module uses a command like auto code followed by the task ID. The Skill locates the specific task, implements the required code, verifies the roundtrip test, and reports the result for commit preparation.