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Documentation Audit · aiskillstore | DecimalAI

documentationby aiskillstore

Documentation Audit

aiskillstore/documentation-audit

Source aiskillstore/marketplace ↗License Not recorded

This skill should be used when verifying documentation claims against codebase reality.

SkillScore74Maintained

Automatic

Doc Ops pack

Last verified 8/21/2026

What it changes

Passed 16 of 22 test cases with the skill, and 10 of 22 without it.

Without skill43%

With skill74%

Checks it passed that the model alone missed

Specifies output path `docs/audits/AUDIT_REPORT_2024-10-24.md`
Assigns parallel extraction agents with one agent per target document
Includes a Pattern Summary table listing pattern name, count, and root cause

and 4 more in the full report

7 fixed10 passed either way6 still failing0 broke

Pass-rate lift: +30 pp
Tokens: +4%
Agent turns: 0%
Response time: -41%

Model gemini-3.6-flashMeasured 8/21/2026v117 of 23 cases passed with skill · 22 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-documentation-audit/SKILL.md https://app.decimal.ai/s/aiskillstore-documentation-audit/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add aiskillstore-documentation-audit, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/aiskillstore-documentation-audit/ and pins it in .decimal/skills.lock

decimalai skills add aiskillstore-documentation-audit

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/aiskillstore-documentation-audit/SKILL.md https://app.decimal.ai/s/aiskillstore-documentation-audit/SKILL.md

Raw file: /s/aiskillstore-documentation-audit/SKILL.md ↗ · machine-readable summary at /s/aiskillstore-documentation-audit.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 7

Prompt

We are running a doc audit on the 'AppCore' repository on October 24, 2024. What exact file path and filename must the audit report be saved to?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies output path `docs/audits/AUDIT_REPORT_2024-10-24.md`	Missed	Passed

case-19 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md97 linessingle file

Documentation Audit

Systematically verify claims in documentation against the actual codebase using a two-pass approach.

Overview

Core principle: Low recall is worse than false positives—missed claims stay invisible.

Two-pass process:

Pass 1: Extract and verify claims directly from docs
Pass 2A: Expand patterns from false claims to find similar issues
Pass 2B: Compare codebase inventory vs documented items (gap detection)

Quick Start

Identify target docs (user-facing only, skip plans/, audits/)
Note current git commit for report header
Run Pass 1 extraction using parallel agents (one per doc)
Analyze false claims for patterns
Run Pass 2 expansion searches
Generate docs/audits/AUDIT_REPORT_YYYY-MM-DD.md

Claim Types

Type	Example	Verification
`file_ref`	`scripts/foo.py`	File exists?
`config_default`	"defaults to 'AI Radio'"	Check schema/code
`env_var`	`STATION_NAME`	In .env.example + code?
`cli_command`	`--normalize` flag	Script supports it?
`behavior`	"runs every 2 minutes"	Check timers/code

Verification confidence:

Tier 1 (auto): file_ref, config_default, env_var, cli_command
Tier 2 (semi-auto): symbol_ref, version_req
Tier 3 (human review): behavior, constraint

Track record

Benchmark

16 / 22

test cases passed, vs 10 / 22 without

Adoption

Users: 1
Times used: 21

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

aiskillstore / marketplace

skills/2389-research/documentation-audit/SKILL.md

View on GitHub ↗

Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Documentation Audit

Overview

Quick Start

Claim Types

Track record

Benchmark

Adoption

SkillSafety

Source

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