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harness-evolution

Identify gaps in harness assets and generate dated improvement proposals.

18|Updated Feb 14, 2020
Search Tags:#research#mcp#best-practices#proposal#context7#gap-analysis#harness
One-click install
npx skills add https://github.com/subroh0508/colormaster --skill harness-evolution-subroh0508
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: harness-evolution
Source: https://github.com/subroh0508/colormaster/tree/main/.claude/skills/harness-evolution
Command: npx skills add https://github.com/subroh0508/colormaster --skill harness-evolution-subroh0508

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It turns external research and internal harness review into actionable improvement proposals so teams can keep skills, rules, and docs aligned with current best practices.

Core Features & Use Cases

  • Reviews existing skills, rules, plans, and recent learnings to find gaps and duplicates.
  • Gathers whitelist-only external sources, validates library APIs with Context7, and separates high-value changes from low-priority ideas.
  • Produces dated proposal documents and can trigger draft skill, plan, or epic creation for approved improvements.

Quick Start

Ask the harness-evolution skill to assess a chosen focus area and produce a dated evolution proposal from the current repository context.

Frequently Asked Questions about harness-evolution

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

FAQPage Schema
How do I generate improvement proposals from external research and existing harness assets?▼

To generate improvement proposals, review existing skills, rules, and learnings for gaps, then cross-reference external best practices using whitelist-only research and Context7 API validation to produce a dated markdown proposal.

What is gap analysis for harness maintenance and skill design?▼

Gap analysis for harness maintenance identifies discrepancies between current skills, rules, and plans versus external best practices, separating high-value changes from low-priority ideas to keep documentation aligned with current standards.

Does Context7 validation work for checking library APIs during MCP adoption research?▼

Yes, Context7 validation specifically checks and validates library APIs during MCP adoption research, ensuring that external best practices gathered from whitelist sources are accurate before generating an improvement proposal.

Can I check for duplicate learnings before creating a new skill evolution proposal?▼

Yes, the evolution process includes duplicate checking against recent learnings and existing harness assets before generating the final dated markdown proposal, preventing redundant improvements.

What is the best way to structure research sessions for harness improvements?▼

The best way to structure research sessions is to focus on a specific topic like skill design or MCP adoption, apply PII and secret redaction to findings, and output a dated markdown proposal document.

Are there limitations when using whitelist-only web research for gap analysis?▼

Whitelist-only web research limits external sources to pre-approved domains, requiring Context7 validation for any library APIs mentioned and strict PII redaction before outputting the final markdown proposal.

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