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spk-run-review-wp — measured AI agent skill | DecimalAI

priivacy-ai/spk-run-review-wp

SkillScore64Maintained

Review a Spec Kitty work package through the runtime review surface and approve or reject with structured feedback.

Code Reviewby priivacy-ai

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

Automatic

QA & Test Engineering pack

decimalai skills pull priivacy-ai-spk-run-review-wp

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/priivacy-ai-spk-run-review-wp/SKILL.md

Raw file: /s/priivacy-ai-spk-run-review-wp/SKILL.md ↗ · machine-readable summary at /s/priivacy-ai-spk-run-review-wp.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 2h ago

—-42% tokens0% turns64% of whole cases pass with skill (14/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	-52%	0%
case-05	✗→✓	▲ Improved	-79%	0%
case-06	✗→✓	▲ Improved	-65%	0%
case-07	✗→✓	▲ Improved	-61%	0%
case-13	✗→✓	▲ Improved	-53%	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 — 8/3/2026

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

priivacy-ai / spec-kitty

src/doctrine/skills/spk-run-review-wp/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Skill contents

SKILL.md

spk-run-review-wp

Use this skill when the user asks to review a WP, approve/reject work, or operate the review workflow surface.

Flow

Claim or select the WP from the runtime/review output.
Compare implementation against WP scope, spec, plan, and acceptance checks.
Approve only when behavior and verification satisfy the WP.
Reject with concrete, actionable feedback and affected files or commands.
Let spk-run-implement-review continue the loop.

Legacy Alias

For detailed review command behavior, use spec-kitty-runtime-review when available.

Want to see if priivacy-ai/spk-run-review-wp would activate on your phrasing? Try it before you install — no LLM call, no signup.

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