Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Generating Commit Messages · microck | DecimalAI

documentationby microck

Generating Commit Messages

microck/Documentation review

Source microck/ordinary-claude-skills ↗License NOASSERTION

Reviews documentation for factual accuracy

SkillScore74Maintained

Automatic

Doc Ops pack

Last verified 8/21/2026

What it changes

Passed 17 of 23 test cases with the skill, and 9 of 23 without it.

Without skill39%

With skill74%

Checks it passed that the model alone missed

Outputs findings in a todo list format.
Lists typos as items in a todo checklist.
Structures review findings into a todo list.

and 9 more in the full report

10 fixed7 passed either way4 still failing2 broke

Pass-rate lift: +35 pp
Tokens: -23%
Agent turns: 0%
Response time: -33%

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

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/microck-documentation-review/SKILL.md https://app.decimal.ai/s/microck-documentation-review/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add microck-documentation-review, 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/microck-documentation-review/ and pins it in .decimal/skills.lock

decimalai skills add microck-documentation-review

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

A new documentation reviewer for Toolhive asks where to find rules on validating architectural claims. Which markdown file provides those instructions?

What was checked, without and with the skill
Checked	Without skill	With skill
Names CHECKING.md as the reference for fact-checking documentation.	Missed	Passed

case-17 · 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.md19 linessingle file

Generating Commit Messages

Instructions

Read the documentation you are instructed to review
Make sure that all claims about how toolhive works are accurate
Make sure that all examples are based in how toolhive really works, check for formatting, typos and overall accuracy
Make sure that all links point to existing files and the content of the links matches what it should

Fact-checking claims in the documentation

See CHECKING.md on instructions on how to check claims in the docs.

You have some examples on how to fact-check in EXAMPLES.md

Your report

Do not suggest inline changes
Present findings and put each into a todo list. The user will then go through them and review manually

Track record

Benchmark

17 / 23

test cases passed, vs 9 / 23 without

Adoption

Users: 2
Times used: 23

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

microck / ordinary-claude-skills

skills_all/documentation-review/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 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

Generating Commit Messages

Instructions

Fact-checking claims in the documentation

Your report

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills