ai: Skill for Claude Code

.claude/skills-global/do-integration-audit/SKILL.md

do-integration-audit is a skill for Claude Code from tomcounsell/ai. It costs 46 tokens per session (3,721 once invoked), scanned A, original, GPL-3.0.

A detailed check of whether a named software feature is fully connected throughout a project.

In plain words
What is it for?
Use it to audit a feature's integration, including orphaned code, dead wiring, missing tests, and configuration gaps.
Why use it?
It helps find code that is unused, missing connections between parts, absent tests, or incomplete configuration. These gaps can make a feature appear finished while parts of it do not work together.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

This is tomcounsell/ai's own configuration. It tells Claude Code how to work on ai itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ai configures →

Reuse

Borrowing it

Nothing to install: this file belongs to tomcounsell/ai. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/tomcounsell/ai/main/.claude/skills-global/do-integration-audit/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/tomcounsell/ai

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for do-integration-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/tomcounsell/ai/do-integration-audit/github.svg)](https://agentmods.dev/skills/tomcounsell/ai/do-integration-audit)
Your own site
<a href="https://agentmods.dev/skills/tomcounsell/ai/do-integration-audit"><img src="https://agentmods.dev/badge/skills/tomcounsell/ai/do-integration-audit/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for do-integration-audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/tomcounsell/ai/do-integration-audit"><img src="https://agentmods.dev/badge/skills/tomcounsell/ai/do-integration-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,721 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.03721
Opus 5 $0.00023 $0.01861
Sonnet 5 $0.00009 $0.00744
Haiku 4.5 $0.00005 $0.00372

Measured 9d ago against content hash 1efda9aeecb5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

do-integration-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills-global/do-integration-audit/SKILL.md · 209 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 209 lines · 46 tokens per session scan A 1efda9aeecb5

Subscribe to this mod's changes

do-integration-audit is a skill published in the GitHub repository tomcounsell/ai (24 stars, last pushed today), licensed GPL-3.0. It adds 46 tokens to every session and 3,721 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Related

Other skills, from other repositories

performance-optimization

Optimizes application performance. Use when performance requirements exist, when you suspect performance regressions, or when Core Web Vitals or load times need improvement. Use when profiling reveals bottlenecks that need fixing.

jcarlosrodicio/opencode-agent-orchestration-kit · 45 tokens

debugging-and-error-recovery

Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.

jcarlosrodicio/opencode-agent-orchestration-kit · 53 tokens

code-simplification

Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code that has accumulated unnecessary complexity.

jcarlosrodicio/opencode-agent-orchestration-kit · 51 tokens

system-profile

Profile a target (script, process, GPU, memory, interconnect) for performance analysis. Use when user says "profile", "benchmark", "bottleneck", or wants performance analysis.

wanshuiyin/Auto-claude-code-research-in-sleep · 42 tokens

oma-observability

Intent-based observability + traceability router across layers, boundaries, and signals. Routes to vendor-specific skills via category taxonomy; owns transport tuning, meta-observability, incident forensics. Use for observability, traceability, telemetry, APM, RUM, metrics, logs, traces, profiles, SLO, incident…

first-fluke/oh-my-agent · 78 tokens

oma-debug

Bug diagnosis and fixing specialist - analyzes errors, identifies root causes, provides fixes, and writes regression tests. Use for bug, debug, error, crash, traceback, exception, and regression work.

first-fluke/oh-my-agent · 42 tokens