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PR Review Skill — measured AI agent skill | DecimalAI

memoash/pr-review

SkillScore55Maintained

Use when reviewing a pull request, diff, branch, or code change for bugs, regressions, missing tests, and release risk.

by memoash

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull memoash-pr-review

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/memoash-pr-review/SKILL.md

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

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 6d ago

—+71% tokens0% turns55% of whole cases pass with skill (12/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	291%	0%
case-08	✗→✓	▲ Improved	63%	0%
case-09	✗→✓	▲ Improved	44%	0%
case-12	✗→✓	▲ Improved	49%	0%
case-16	✗→✓	▲ Improved	142%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

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

memoash / agent-workflow-pack

examples/pr-review-workflow/skills/pr-review/SKILL.md

View on GitHub ↗

License MITImported 8/1/2026Version v1Bundled 2 files

Skill contents

templates/

SKILL.md

PR Review Skill

Goal

Find the highest-impact issues in the change. The output is for an engineer deciding whether the PR can merge.

Process

Read the diff and the surrounding code needed to understand behavior.
Identify changed contracts, data flow, error handling, user-visible behavior, and tests.
List findings first, ordered by severity.
Keep summaries brief.

Finding Rules

A finding must describe a concrete risk.
A finding must include file and line evidence.
Do not include speculative issues without stating the assumption.
Do not include style-only comments.
If there are no issues, say that clearly and mention residual test risk.

Output Format

Use templates/review-output.md.

End with templates/completion-receipt.md. The receipt must separate checked claims from unverified claims.

Verification

Before finishing, apply verification.md.

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Other measured skills in the registry, with their headline benchmark lift.