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SIG audit · fallow-rs | DecimalAI

code reviewby fallow-rs

SIG audit

fallow-rs/sig-audit

Source fallow-rs/fallow ↗License MIT

Measure Fallow maintainability using the repository's SIG system properties and update the evidence-backed audit report.

SkillScore86Maintained

Automatic

QA & Test Engineering pack

Last verified 9/28/2026

What it changes

Passed 18 of 21 test cases with the skill, and 14 of 21 without it.

Without skill68%

With skill86%

Checks it passed that the model alone missed

The response requires documenting measurement limitations in the audit record.
The response instructs reading existing measurement scripts before running measurements.
The response requires running all supported property measurements on the exact same revision.

and 1 more in the full report

4 fixed15 passed either way3 still failing0 broke

Pass-rate lift: +18 pp
Tokens: -54%
Agent turns: 0%
Response time: -55%

Model gemini-3.6-flashMeasured 9/28/2026v219 of 22 cases passed with skill · 21 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-sig-audit/SKILL.md https://app.decimal.ai/s/fallow-rs-sig-audit/SKILL.md

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

decimalai skills add fallow-rs-sig-audit

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

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

Raw file: /s/fallow-rs-sig-audit/SKILL.md ↗ · machine-readable summary at /s/fallow-rs-sig-audit.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

We finished measuring all supported properties for current commit 7a8b9c in repository fallow-rs. What comparison step must be performed before updating documentation claims?

What was checked, without and with the skill
Checked	Without skill	With skill
The response requires comparing measurements with the previous revision using identical settings.	Missed	Passed

case-16 · gemini-3.6-flash · 9/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md12 linessingle file

SIG audit

Read the existing audit and measurement scripts.
Run every supported property measurement on the same revision.
Record commands, raw evidence locations, limitations, and current scores.
Compare with the previous revision using identical settings.
Update only claims supported by current measurements.
Run repository verification for any changed audit tooling or docs.

Do not estimate missing metrics or turn a proxy into a measured result.

Track record

Benchmark

18 / 21

test cases passed, vs 14 / 21 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 — 8/31/2026

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/sig-audit/SKILL.md

View on GitHub ↗

License MITImported 8/31/2026Version v2

Other skills for the same job

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

fallow-rs/sig-audit-loopIteratively improve Fallow maintainability using measured SIG audit deltas, retaining only changes that improve the targeted property without regressions.Close match+13 pp pass-rate lift

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

SIG audit

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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