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review-remediation-correctness

Review source-code vulnerability fixes for whether they address the validated root cause without hiding evidence, removing intended demo behavior, or weakening regression coverage. Use as one lens in a code review run.

Quality

84%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%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.

The body is an efficient, well-structured review lens: concise, non-obvious heuristics, explicit report/do-not-report thresholds, and a concrete reporting format. As an instruction-only skill its guidance is actionable without code, and the only notable gap is the absence of a worked example showing a suppression-only fix versus a genuine root-cause fix.

DimensionReasoningScore

Conciseness

The 28-line body is lean and assumes Claude's competence — it never explains what vulnerabilities or scanners are, and every line adds non-obvious domain judgment (e.g., "missing Domain can be safer", "express-session httpOnly" defaults). Matches the anchor for content where every token earns its place.

5 / 5

Actionability

The guidance is mostly executable: a concrete procedure ("Start from the changed source path... Trace backward to the user-controlled input and forward to the operation it can influence") and a concrete output spec ("Name the source, sink or sensitive operation, and code path"; "State the smallest regression test or scan evidence"). It falls short of fully executable anchor 5 because there is no worked example contrasting a suppression-only fix with a real one.

4 / 5

Workflow Clarity

The flow is coherent and well-sequenced — trace the dataflow, compare the claimed evidence, apply the Threshold decision gate (with explicit report and do-not-report conditions), then report — but the sequence is implicit in section order rather than an explicit ordered checklist. This matches anchor 4: clear sequence with most checkpoints present, minor gaps.

4 / 5

Progressive Disclosure

The skill is under 50 lines with no external references needed, and its four sections (Scope, Method, Threshold, Reporting) are clearly labeled and well-organized; the simple-skill exception for progressive disclosure applies.

5 / 5

Total

18

/

20

Passed

Description

75%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: third-person, concise, and specific about the four correctness criteria it reviews, with an explicit use clause. Main room for improvement is richer trigger phrasing and synonyms (e.g., "remediation", "security patch") to improve retrieval and make the when-clause more concrete.

Suggestions

Add natural trigger synonyms such as "remediation", "security fix", or "patch verification" so the description matches the phrasing users actually say when requesting this skill.

Make the when-clause more explicit with user-facing triggers, e.g., "Use when reviewing a security fix, remediation commit, or vulnerability patch in a code review run."

DimensionReasoningScore

Specificity

The description lists several concrete review criteria — "address the validated root cause", "hiding evidence", "removing intended demo behavior", "weakening regression coverage" — which goes beyond naming the domain. It stops short of anchor 5 because it omits the skill's exclusion scope (dependency/lockfile findings) and the target application context, leaving minor gaps in coverage.

4 / 5

Completeness

Both parts are present: a clear "what" (reviewing vulnerability fixes for root-cause correctness) and a "when" clause ("Use as one lens in a code review run"), so the missing-trigger cap of 3 does not apply. It is not 5 because the when-clause lacks concrete user-facing trigger phrases (e.g., "when reviewing a security fix or remediation PR").

4 / 5

Trigger Term Quality

Natural terms a user would say are present ("vulnerability fixes", "root cause", "regression coverage", "code review"), giving good keyword coverage. Not 5 because common synonyms and variations such as "remediation", "security patch", or "fix verification" are missing.

4 / 5

Distinctiveness Conflict Risk

The niche — verifying that vulnerability *fixes* are correct rather than finding vulnerabilities — is clearly distinct from generic security-review skills, and "one lens in a code review run" positions it. Minor overlap risk with a general security-review skill keeps it below 5.

4 / 5

Total

16

/

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

guypod/goof-factory

Path

review-lenses/review-remediation-correctness/SKILL.md

Reviewed

Table of Contents

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