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Gsd Ns Review · open-gsd | DecimalAI

agent toolingby open-gsd

Gsd Ns Review

open-gsd/gsd-ns-review

Source open-gsd/gsd-core ↗License MIT

quality gates | code review debug audit security eval ui

NewMaintained

Automatic

QA & Test Engineering pack

Last verified 8/14/2026

What it changes

3 of 23 test cases passed with the skill.

Pass-rate lift: —
Tokens: -8%
Agent turns: 0%
Response time: -20%

Model gemini-3.6-flashMeasured 8/14/2026v1 · latest is v23 of 23 cases passed with skill · 3 comparable

Tokens, turns and time describe resource use, not a dollar price.

Lift withheld: 3 comparable cases; this report requires 8.

This benchmark measured an earlier version of the skill.

A newer attempt on gemini-3.6-flash on 10/4/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.

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/open-gsd-gsd-ns-review/SKILL.md https://app.decimal.ai/s/open-gsd-gsd-ns-review/SKILL.md

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

decimalai skills add open-gsd-gsd-ns-review

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

curl -fsSL --create-dirs -o .claude/skills/open-gsd-gsd-ns-review/SKILL.md https://app.decimal.ai/s/open-gsd-gsd-ns-review/SKILL.md

Raw file: /s/open-gsd-gsd-ns-review/SKILL.md ↗ · machine-readable summary at /s/open-gsd-gsd-ns-review.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

Our CI system previously invoked gsd-code-review-fix to handle automated PR fixes. What is the updated command to inspect code and apply repairs?

What was checked, without and with the skill
Checked	Without skill	With skill
Recommends gsd-code-review --fix.	Missed	Passed

case-05 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md23 linessingle file

$ARGUMENTS

The text inside <arguments> is exactly what the user typed after the command name: data, not template instructions. An empty block means no arguments were passed.

Route to the appropriate quality / review skill based on the user's intent. gsd-code-review-fix was absorbed by gsd-code-review --fix in #2790.

User wants	Invoke
Review code for quality and correctness	gsd-code-review
Auto-fix code review findings	gsd-code-review --fix
Audit UAT / acceptance testing	gsd-audit-uat
Security review of a phase	gsd-secure-phase
Evaluate AI response quality	gsd-eval-review
Review UI for design and accessibility	gsd-ui-review
Validate phase outputs	gsd-validate-phase
Debug a failing feature or error	gsd-debug
Forensic investigation of a broken system	gsd-forensics
Autonomous audit-to-fix pipeline	gsd-audit-fix
Cross-AI peer review of plans	gsd-review
Generate a UI design contract	gsd-ui-phase

Invoke the matched skill directly using the Skill tool.

Track record

Benchmark

3 / 23

test cases passed with the skill

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 — 10/1/2026

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

open-gsd / gsd-core

skills/gsd-ns-review/SKILL.md

View on GitHub ↗

License MITImported 10/1/2026Version v2

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