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Code Reviewer · stijnman | DecimalAI

code reviewby stijnman

Code Reviewer

stijnman/code-reviewer

Source stijnman/grok-custom-skills ↗License MIT

Reviews code changes for bugs, style, security, and maintainability. Use aft erwriting code or when user says review code, code review, check my PR. Trig gers: review code, code review, check my changes.

SkillScore95Maintained

Automatic

Coding pack

Last verified 8/15/2026

What it changes

Passed 21 of 22 test cases with the skill, and 19 of 22 without it.

Without skill86%

With skill95%

Checks it passed that the model alone missed

The finding severity is categorized as nit.
The output explicitly cites line 13 in controllers/order.js.
The finding is classified as critical due to cross-site scripting.

3 fixed18 passed either way0 still failing1 broke

Pass-rate lift: +9 pp
Tokens: +14%
Agent turns: 0%
Response time: -2%

Model gemini-3.6-flashMeasured 8/15/2026v221 of 22 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/stijnman-code-reviewer/SKILL.md https://app.decimal.ai/s/stijnman-code-reviewer/SKILL.md

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

decimalai skills add stijnman-code-reviewer

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

curl -fsSL --create-dirs -o .claude/skills/stijnman-code-reviewer/SKILL.md https://app.decimal.ai/s/stijnman-code-reviewer/SKILL.md

Raw file: /s/stijnman-code-reviewer/SKILL.md ↗ · machine-readable summary at /s/stijnman-code-reviewer.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

Review this Python diff in `api/routes.py`: ```diff +import sys, os, io, json ``` Evaluate against PEP 8 import formatting guidelines.

What was checked, without and with the skill
Checked	Without skill	With skill
The output flags multiple imports on one line as a style finding.	Passed	Passed
The finding severity is categorized as nit.	Missed	Passed

case-19 · gemini-3.6-flash · 8/15/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md35 linessingle file

Code Reviewer

When to Use

User says review code or task matches this capability
User says code review or task matches this capability
User says check my PR or task matches this capability
User says review my changes or task matches this capability

Workflow

Read diff or changed files; understand intent.
Check: correctness, edge cases, security, tests, style.
Categorize findings: critical / major / minor / nit.
Suggest concrete fixes with file:line references.

Integrations

auto-tester
goal-verifier
self-refine-loop

Error Handling

Failure	Response
No diff available	Ask user for files or git diff.

Gotchas

Critical security issues block merge recommendation.

Example

Input: User request matching triggers above. Output: Structured result per workflow with integrations invoked as needed.

Track record

Benchmark

21 / 22

test cases passed, vs 19 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/15/2026

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

stijnman / grok-custom-skills

.grok/skills/code-reviewer/SKILL.md

View on GitHub ↗

License MITImported 8/15/2026Version v2

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

cowork-os/code-reviewerPerform professional code review for local changes or GitHub pull requests.Close match+9 pp pass-rate lift

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

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See it in action

What's inside

Code Reviewer

When to Use

Workflow

Integrations

Error Handling

Gotchas

Example

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills