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qa-independent-verification

Independently verify a claimed fix from a fresh context with no write access, retesting the exact deployed build, the original failure, and adjacent journeys. Use whenever someone or some agent says a bug is fixed or a feature is done.

75

Quality

94%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exemplary short instruction-only skill: lean, specific, and built around explicit validation checkpoints with a hard exit-criteria checklist. Its only shortcoming is that a couple of steps (fingerprint confirmation, producing a fix-reverted build) describe the intent without a concrete mechanism.

DimensionReasoningScore

Conciseness

The ~20-line body is lean and every token earns its place: a tight Inputs section, seven terse numbered steps, one heuristic rule, and an exit-criteria checklist. It explains nothing Claude already knows, matching the 5 anchor over the 4 anchor (no trimming opportunities found).

5 / 5

Actionability

Guidance is mostly executable: named statuses ("FIXED IN DRAFT – DEPLOYED RETEST PENDING"), a defined verdict vocabulary ("VERIFIED, NOT FIXED, or PARTIALLY FIXED"), and the concrete fix-removal check ("run the same test against the build without the fix... It must FAIL"). Minor gaps remain — no method is given for confirming the build fingerprint matches or for producing a fix-reverted build — so it sits at 4 rather than 5.

4 / 5

Workflow Clarity

The seven-step procedure is clearly sequenced and is itself built around validation checkpoints: fingerprint confirmation, exact repro repetition, regression-test diffing against the committed version, the fails-without-fix check, and adjacent-journey and side-effect sweeps, ending in an evidence-backed verdict and an explicit exit-criteria checklist. This matches the 5 anchor's explicit validation and checklists; no destructive/batch cap applies.

5 / 5

Progressive Disclosure

The skill is under 50 lines with no bundle files (no references/, scripts/, or assets/ exist) and no need for external references, and it is organized into clean sections (Inputs, Procedure, Rule, Exit criteria). Per the rubric's simple-skill guideline this earns a 5 on well-organized sections alone.

5 / 5

Total

19

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: it states concrete verification actions with scope constraints and pairs them with an explicit, natural 'Use whenever' trigger clause. The only weakness is modest synonym coverage (e.g., no 'retest', 'confirm', or 'QA' variants) in the trigger phrasing.

DimensionReasoningScore

Specificity

Multiple specific concrete actions are stated: "retesting the exact deployed build, the original failure, and adjacent journeys" plus scope constraints "from a fresh context with no write access". Coverage of the fix-verification domain is comprehensive rather than having minor gaps, so it matches the 5 anchor over the 4 anchor.

5 / 5

Completeness

It explicitly answers both: what ("Independently verify a claimed fix... retesting the exact deployed build, the original failure, and adjacent journeys") and when ("Use whenever someone or some agent says a bug is fixed or a feature is done"). This matches the 5 anchor's concrete what-and-when pairing; the completeness cap for a missing 'Use when' clause does not apply.

5 / 5

Trigger Term Quality

Natural trigger phrases like "bug is fixed", "feature is done", and "verify a claimed fix" are present and would be said by users or agents. Common synonyms such as "retest", "confirm", or "QA" are missing, which fits the 4 anchor (good coverage, a few natural terms missing) rather than the 5 anchor's comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

The niche is clear and unusual — independent verification from "a fresh context with no write access" — and the trigger ("someone or some agent says a bug is fixed") is distinct from generic QA or testing triggers, giving minimal conflict risk as in the 5 anchor.

5 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

itsablabla/qa-bug-agent-skills

Path

skills/qa-independent-verification/SKILL.md

Reviewed

Table of Contents

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