Agent skill · operations · aiskillstore
stack-analyzer
Analyze project stack and recommend skills. Auto-detects frameworks, activates generic ai-dev-kit skills, and optionally scaffolds project-specific skills in the target repo.
Why this skill is useful
Adds automation scripts for stack analysis and skill scaffolding that enhance AI-assisted development capabilities.
What it needs
Requires ai-dev-kit installed locally. About 4k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Stack Analyzer Skill A meta-skill that analyzes a project's technology stack and recommends or scaffolds appropriate skills for AI-assisted development. This skill runs automatically during /ai-dev-kit:setup but can also be invoked manually. Design Principles Plugin Isolation Leave No Trace: The ai-dev-kit plugin must be completely removable without leaving artifacts. This skill enforces: Component Location On Uninstall ----------- ---------- -------------- Generic skills plugins/ai-dev-kit/skills/ Removed with plugin Project-specific skills Target repo .claude/skills/ User's choice Generated manifest .claude/skills/generated.json User's choice Generality All ai-dev-kit skills are framework-generic, not tailored to any specific codebase: Pattern Correct Wrong --------- --------- ------- BAML skill Universal BAML patterns CodeGraph-DE-specific DTOs Supabase skill General best practices Book-Vetting-specific queries Schema alignment Works with any ORM Assumes specific models Variables Variable Default Description ---------- --------- ------------- AUTOACTIVATE false Automatically activate recommended generic skills SCAFFOLDSKILLS false Scaffold project-specific skills in target repo OUTPUTREPORT true Generate recommendation report MANIFESTPATH .claude/skills/generated.json Path for generated manifest Instructions MANDATORY - Follow the Workflow steps below in order. 1. Run library-detection skill to get project stack 2. Match detected stack against skill recommendations 3. Report recommended generic skills 4. Optionally scaffold project-specific skills 5. Update generated manifest if skills were created Red Flags - STOP and Reconsider If you're about to: Create a skill tailored to a specific codebase (vs generic pattern) Put project-specific skills in the plugin directory Skip the generated manifest update Recommend skills for undetected technologies STOP -> Verify the detection results -> Use generic patterns -> Then proceed Workflow 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/stack-analyzer