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Review Code · josstei | DecimalAI

code reviewby josstei

Review Code

josstei/review-code

Source josstei/maestro-orchestrate ↗License Apache-2.0

Perform a Maestro-style code review with findings ordered by severity and concrete file references

NewMaintained

Automatic

Coding pack

Last verified 8/19/2026

What it changes

Passed 1 of 10 test cases with the skill, and 2 of 10 without it.

Without skill23%

With skill14%

Checks it passed that the model alone missed

Uses severity categories Critical, Major, Minor, or Suggestion

1 fixed2 passed either way16 still failing3 broke

Pass-rate lift: -9 pp
Tokens: +101%
Agent turns: 0%
Response time: +79%

Model gemini-3.6-flashMeasured 8/19/2026v23 of 22 cases passed with skill · 10 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/josstei-review-code/SKILL.md https://app.decimal.ai/s/josstei-review-code/SKILL.md

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

decimalai skills add josstei-review-code

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

A test case the skill fixed. Same model, same prompt, with and without the skill.

Prompt

Examine `scripts/deploy.sh` for shell syntax errors and hardcoded tokens. Categorize each problem into exact severity levels.

What was checked, without and with the skill
Checked	Without skill	With skill
Uses severity categories Critical, Major, Minor, or Suggestion	Missed	Passed

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

What's inside

The instructions your model reads when the skill loads.

SKILL.md11 linessingle file

Read ../../references/runtime-guide.md. Call get_skill_content with resources: ["architecture", "delegation", "code-review"]. Call get_agent with agents: ["code-reviewer"].

Workflow

Determine review scope: explicit user-provided paths, staged changes, or last commit diff
Delegate to the code-reviewer agent with the diff content and file paths
Review for correctness, regressions, security, maintainability risk, and missing tests
Classify findings by severity (Critical, Major, Minor, Suggestion) with concrete file and line references
Present findings first, ordered by severity; keep the closing summary brief and only after findings

Track record

Benchmark

1 / 10

test cases passed, vs 2 / 10 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 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

josstei / maestro-orchestrate

claude/skills/review-code/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v2

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