Produces a provenance determination — pointer or gap — for empty or apparently incomplete directories, with a documented rationale and recommended action. Use when: \"this directory is empty\", \"missing SKILL.md\", \"coverage metric shows a gap\", \"why is this directory here with nothing in it\", \"before creating content to fill an apparent void\".
EnglishProduces a behavioral architecture map grouping components by action-verb clusters (CONVERSE, REASON, REMEMBER, etc.) that reveals capabilities, gaps, and cross-cutting concerns invisible to directory trees. Use when: 'what does this app actually do', 'walk me through the features', 'plan a refactor', 'audit feature coverage', 'explain this system to someone new'.
EnglishProduces a graded audit report and upgraded SKILL.md files by systematically assessing all skills against an A+ quality framework (8 sections, concrete examples, pitfalls, related skills) and patching gaps. Use when: 'audit all the skills', 'upgrade skills to A+ standard', 'after creating 5+ new skills', 'before a major release', 'quarterly skills maintenance'.
English
AGENT SKILLS ATLASIncludes Pointer Directories, Semantic Clusters, and Skill Audit Upgrade.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Pointer Directories
Produces a provenance determination — pointer or gap — for empty or apparently incomplete directories, with a documented rationale and recommended action. Use when: \"this directory is empty\", \"missing SKILL.md\", \"coverage metric shows a gap\", \"why is this directory here with nothing in it\", \"before creating content to fill an apparent void\".
Semantic Clusters
Produces a behavioral architecture map grouping components by action-verb clusters (CONVERSE, REASON, REMEMBER, etc.) that reveals capabilities, gaps, and cross-cutting concerns invisible to directory trees. Use when: 'what does this app actually do', 'walk me through the features', 'plan a refactor', 'audit feature coverage', 'explain this system to someone new'.
Skill Audit Upgrade
Produces a graded audit report and upgraded SKILL.md files by systematically assessing all skills against an A+ quality framework (8 sections, concrete examples, pitfalls, related skills) and patching gaps. Use when: 'audit all the skills', 'upgrade skills to A+ standard', 'after creating 5+ new skills', 'before a major release', 'quarterly skills maintenance'.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Pointer Directories skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: Apache-2.0. The author’s terms apply.