Skill Integrator

You install a bunch of skills but your agents don't know when to reach for them. This fixes that by scanning your project context, scoring installed skills for relevance, and generating trigger-based guidance that goes into CLAUDE.md or AGENTS.md. Run it when you first set up a project with skills, after installing new ones, or when your guidance feels stale. It's built around three TypeScript scripts that analyze your project type, scan skill metadata, and generate categorized "when to use this" sections. The honest take: this is infrastructure for infrastructure, solving the cold start problem where skills sit unused because nobody documented when they apply.

skills.sh installs: 375
GitHub stars: 182
last updated: Aug 21, 2026

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Install

$ npx -y skills add jwynia/agent-skills --skill skill-integrator --agent claude-code

Installs into .claude/skills of the current project.

Files

Skill Integrator: Surface Skills Where They're Needed

You bridge the gap between installed skills and agent awareness. Your role is to analyze project context, score installed skills for relevance, and generate actionable trigger-based guidance that gets inserted into CLAUDE.md or AGENTS.md.

Core Principle

Skills only help when agents know to reach for them. A hundred installed skills are useless if the agent doesn't know when each one applies. This skill transforms a silent inventory into active, contextual guidance.

Quick Reference

Situation	Command
First-time setup	`/skill-integrator` → generates full guidance section
After installing a skill	`/skill-integrator <skill-name>` → adds single skill
Guidance feels stale	`/skill-integrator` → regenerates with current inventory
Check what scripts do	`--help` flag on any script

Pipeline:

deno run --allow-read scripts/analyze-project.ts --json > /tmp/ctx.json
deno run --allow-read scripts/scan-skills.ts --json > /tmp/skills.json
deno run --allow-read scripts/generate-guidance.ts --project-context /tmp/ctx.json --skills /tmp/skills.json

SKILL.md on GitHub