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Review · fallow-rs | DecimalAI

code reviewby fallow-rs

Review

fallow-rs/review

Source fallow-rs/fallow ↗License MIT

Perform Fallow's comprehensive pre-merge review. Use after implementation or when asked to review a branch, pull request, or diff.

SkillScore95Maintained

Automatic

Coding pack

Last verified 10/10/2026

What it changes

Passed 19 of 20 test cases with the skill, and 12 of 20 without it.

Without skill60%

With skill95%

Checks it passed that the model alone missed

identifies docs/development/quality-gates.md
identifies docs/development/review-routing.md
records dismissed findings with a one-line reason

and 4 more in the full report

7 fixed12 passed either way1 still failing0 broke3 errored

Pass-rate lift: +35 pp
Tokens: -43%
Agent turns: 0%
Response time: -53%

Model gemini-3.6-flashMeasured 10/10/2026v619 of 23 cases passed with skill · 20 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/fallow-rs-review/SKILL.md https://app.decimal.ai/s/fallow-rs-review/SKILL.md

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

decimalai skills add fallow-rs-review

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

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

Raw file: /s/fallow-rs-review/SKILL.md ↗ · machine-readable summary at /s/fallow-rs-review.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 preparing a major PR in fallow-rs and need to know which documentation file specifies the required quality gates to run.

What was checked, without and with the skill
Checked	Without skill	With skill
identifies docs/development/quality-gates.md	Missed	Passed

case-04 · gemini-3.6-flash · 10/10/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md27 linessingle file

Review

Re-read AGENTS.md, the active plan, the current branch, and the complete diff against its intended base.
Run the applicable gates in docs/development/quality-gates.md.
Select reviewers using docs/development/review-routing.md.
Review public contracts, all affected output formats, filters, integrations, generated surfaces, security boundaries, and companion parity.
When runtime behavior changed, run the behavior comparison on public projects from docs/development/quality-gates.md and explain every difference. When the change rejects input that was accepted before, also run the full analysis on a rejected input and read every finding, not only the diagnostic.
Filter reviewer findings before you act on them:
- trace the call site before you accept a bug claim;
- drop style preferences and "a different design would also work";
- check the diff or output that a reviewer cites, not its summary;
- mark each accepted claim with its proof level. Record dismissed findings with a one-line reason in the verification notes. More than about five blocks usually means the filter is too weak.
Classify each result as APPROVE, CONCERN, or BLOCK.
Fix every block, rerun the blocking reviewer, and update verification.

Review the actual source and live output. Do not infer correctness from a green compile, a narrow unit test, or a previously cached report.

Track record

Benchmark

19 / 20

test cases passed, vs 12 / 20 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 — 10/8/2026

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

fallow-rs / fallow

.agents/skills/review/SKILL.md

View on GitHub ↗

License MITImported 10/8/2026Version v6

Other skills for the same job

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

fallow-rs/panel-reviewReview a Fallow design, plan, workflow, CLI surface, documentation architecture, or user experience with representative end-user and domain-expert perspectives before implementation.Close match+20 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

Review

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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