Activation Audit

Activation Audit is an AI Engineering skill for Claude Code, published by yonatangross in orchestkit.

225 stars24 forkson yonatangross/orchestkitAdded 2026/09/03Repository updated 2026/09/02

agent-orchestrationagentsai-agentsai-developmentanthropicclaude-codeclaude-code-pluginclaude-plugindeveloper-toolsfastapilanggraphllmmcpragreactsecuritytestingtypescript

Install in seconds

Install Activation Audit

Copy Activation Audit into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/yonatangross/orchestkit/tree/main/src/skills/audit-activation ~/.claude/skills/audit-activation

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/yonatangross/orchestkit.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: src/skills/audit-activation/SKILL.md in yonatangross/orchestkit
Installs to: ~/.claude/skills/audit-activation
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2793 skills

What Activation Audit does

Activation Audit checks real spawn telemetry to see which OrchestKit sub-agents are being used, which never fire, and how often generic agents replace specialists. Use it before pruning the catalog or after changing agent spawn paths.

Activation Audit is cataloged under AI Engineering on DirSkills. Activation Audit comes from a repository tagged agent-orchestration, agents, ai-agents, ai-development and anthropic.

Documentation

README

Excerpt

audit-activation

Reports whether OrchestKit's specialized sub-agents are actually being activated, from real spawn telemetry — not vibes. Scope is agent activation, not skill quality.

It answers: "Do my specialized agents get spawned, or does the model default to generic Explore/general-purpose?" Read-only — it never edits agents.

Why this exists: a 2026-06 audit found only ~14% of agent spawns hit the 36-agent catalog vs ~74% generic, with 17/36 agents dormant — and that agents fire ~1:1 with how often a high-traffic skill names them via subagent_type=. Description rewrites ("use proactively") were A/B-tested and gave Δ0, so this skill measures wiring + usage, not description prose. See docs/feat--activation-audit/.

Quick Reference

This is the opening of the README. Read the full README on GitHub.

Commands Activation Audit provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/team-map

Frequently asked about Activation Audit

What else does yonatangross publish alongside Activation Audit?
Activation Audit is one of 25 skills that DirSkills catalogs from yonatangross/orchestkit, the repository it ships in. Its siblings there include AI UI Generation, API Design and Accessibility. Each one is a separate skill with its own page in this directory, installs the same way Activation Audit does, and is maintained by yonatangross in that same repository. The rest of the collection is listed on the yonatangross/orchestkit page.
How does Activation Audit compare to other AI Engineering skills?
Activation Audit ranks #2524 by stars among the 2793 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Activation Audit against them. Open each page to compare what they document and how they install.