iterate-on-implementation

Prioritize findings, run quality checks, and update OpenSpec documents for feature implementations.

4|1|Updated Jan 16, 2026
One-click install
npx skills add https://github.com/jankneumann/agentic-coding-tools --skill iterate-on-implementation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: iterate-on-implementation
Source: https://github.com/jankneumann/agentic-coding-tools/tree/main/.agents/skills/iterate-on-implementation
Command: npx skills add https://github.com/jankneumann/agentic-coding-tools --skill iterate-on-implementation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Refine feature implementations by systematically identifying issues, prioritizing fixes, and ensuring alignment with OpenSpec throughout the iteration cycle.

Core Features & Use Cases

  • Structured defect discovery: gather findings from code changes, OpenSpec deltas, and rework reports to guide targeted improvements.
  • Prioritized iteration: automatically surface iterate-actions first, followed by revisions to specs or deferrals as needed.
  • Integrated validation: run quality checks, update impl-findings, and produce a final consensus summary to close iterations.

Quick Start

Invoke the /iterate-on-implementation skill on an OpenSpec change-id to start refinement.

Frequently Asked Questions about iterate-on-implementation

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

FAQPage Schema
How do I automate feature implementation refinement using OpenSpec?

Automate feature implementation refinement by loading rework reports, prioritizing iterate actions, running quality checks, and updating OpenSpec documents to systematically identify and resolve defects.

What is the best way to prioritize defect fixes during a development iteration?

Prioritize defect fixes by surfacing iterate-actions first, followed by revisions to specs or deferrals as needed, ensuring structured iteration cycles across OpenSpec changes.

How does structured defect identification work with OpenSpec changes?

Structured defect identification works by gathering findings from code changes, OpenSpec deltas, and rework reports to guide targeted improvements and produce a final consensus summary.

Do I need a specific change-id to start iterating on an implementation?

Yes, you need an OpenSpec change-id to invoke the iteration process, which targets the specific openspec/changes/<change-id> directory to run quality checks and update impl-findings.

When should I not use an automated iteration cycle for code refinement?

Automated iteration cycles are not suitable when your development pipeline lacks structured OpenSpec documents or when rework reports and impl-findings are not generated for defect tracking.

How do I close an iteration cycle and produce a consensus summary?

Close an iteration cycle by running integrated quality checks, updating impl-findings, and producing a final consensus summary that aligns feature code with OpenSpec throughout the refinement process.