skills.rest
labs21-dev
labs21-devOFFICIAL
Explore all skills by this author →
GitHub

implement

Enforce RED-GREEN-REFACTOR cycles and update status.json with evidence.

28|2|Updated Feb 5, 2026
Search Tags:#automation#workflow#qa#handoff#red-green-refactor#ai-agent#task-management
One-click install
npx skills add https://github.com/labs21-dev/agents-stack --skill implement-labs21-dev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: implement
Source: https://github.com/labs21-dev/agents-stack/tree/main/templates/.agents/skills/using-agents-stack/implement
Command: npx skills add https://github.com/labs21-dev/agents-stack --skill implement-labs21-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Implements disciplined, evidence-driven task execution in AI agent workstreams by enforcing RED-GREEN-REFACTOR cycles and producing reproducible handoffs for audit and review.

Core Features & Use Cases

  • Enforces per-task RED-GREEN-REFACTOR discipline for every work item in a live workstream.
  • Generates handoff.md with traceable evidence, statuses, and checkpoints to support audits and reviews.
  • Integrates with the harness workflow, updating status and gating via tracked-work.json and status.json to prevent regressions.

Quick Start

Initiate the implement workflow to execute RED-GREEN-REFACTOR cycles sequentially on each task in the active workstream and generate a reproducible handoff.

Frequently Asked Questions about implement

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

FAQPage Schema
How do I enforce a strict RED-GREEN-REFACTOR cycle in automated AI agent workstreams?▼

Automated RED-GREEN-REFACTOR cycles are enforced by applying per-task test-driven gates and recording evidence in handoff.md. This prevents regressions by gating updates via tracked-work.json and status.json.

What is the best way to generate reproducible handoffs for multi-task code reviews?▼

Reproducible handoffs are generated by recording traceable evidence, statuses, and checkpoints in handoff.md. This supports audits by linking task outcomes to specific test-driven gate results.

How does test-driven task gating prevent regressions across sequential work items?▼

Test-driven task gating prevents regressions by updating status.json to reflect gate outcomes before moving to the next task. It ensures every work item passes the required checks before progressing.

Can I integrate task-management status tracking with SPEC and TASKS.md files?▼

Task-management status tracking integrates directly with SPEC and TASKS.md files. The workflow updates tracked-work.json and status.json to reflect progress and gate outcomes across the active workstream.

When do I need automated evidence-driven task execution for my development workflow?▼

Automated evidence-driven task execution is needed for multi-task workstreams requiring disciplined RED-GREEN-REFACTOR cycles. It ensures reproducible handoffs for audit and review by enforcing per-task gates.

Related Skills

Explore More Software Engineering Skills→
vanman2024vanman2024
3

Task Layering

Decompose specifications into complexity-stratified tasks and generate per-agent task files.

Community
Intermediate
labs21-devlabs21-dev
28

release

Archive completed workstreams with PASS QA verdicts and update changelog and status records.

Official
Intermediate
Covcloud-LLCCovcloud-LLC

pjm

Coordinate multi-session AI development workflows across git repositories.

Official
Advanced
SyloReiSyloRei
3

tdd

Automate test-driven development with RED-GREEN-REFACTOR cycles and progress logging.

Community
Advanced