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senior-code-critic

Performs rigorous, adversarial senior-staff code reviews that ruthlessly uncover architectural anti-patterns, edge cases, lifecycle hazards, memory leaks, type-safety gaps, and performance pitfalls. Use this skill when the user asks for a senior developer review, an adversarial code audit, or wants to find every hidden flaw and edge case in a PR or git diff.

65

Quality

78%

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SecuritybySnyk

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tessl review fix ./.agents/skills/critic/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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.

A well-structured, actionable adversarial review skill with a clear workflow and explicit verification step. Its main weakness is verbosity from the theatrical persona and philosophy padding that could be trimmed to improve token efficiency.

Suggestions

Trim the persona theatrics and Philosophy bullets (e.g. 'uncompromising, battle-hardened', 'If it can fail in production...') to lean instructional prose; the five pillars already convey the adversarial mindset.

Add an explicit failure-retry loop to the VERIFY step, e.g. 'If ktfmtFormat, lint, or tests fail, fix the reported issues and re-run before PRESENT.'

Replace rhetorical interrogation in the pillars ('Are collections untyped...?') with directive checks ('Flag untyped collections requiring runtime is/as? casts') so guidance reads as action items rather than questions.

DimensionReasoningScore

Conciseness

The five audit pillars are concrete and useful, but the persona framing ('uncompromising, battle-hardened Senior Staff architect'), emoji, and the Philosophy bullets are motivational padding that does not earn its tokens; the body could be tightened without losing clarity.

3 / 5

Actionability

As an instruction-only skill it provides concrete, specific audit questions (e.g. 'Are touch thresholds hardcoded in raw Float pixel literals rather than density-independent dp?') plus executable commands like 'git diff main..HEAD' and './gradlew ktfmtFormat', with only minor gaps.

4 / 5

Workflow Clarity

The AUDIT → EXPLAIN & PROPOSE → REFACTOR (on approval) → VERIFY → PRESENT sequence is clear with an explicit approval gate and a verify step running ktfmtFormat, lint, and tests, though it lacks an explicit failure-retry feedback loop in VERIFY.

4 / 5

Progressive Disclosure

No bundle files exist and the skill is self-contained, organized into clear sections (Goal, Constraints, Pillars, Instructions, Output Format) with header-based navigation; at ~98 lines it is well structured though slightly above the under-50-line simple-skill threshold.

4 / 5

Total

15

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20

Passed

Description

88%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, specific description in correct third-person voice that clearly states both capability and explicit trigger conditions. It is comprehensive on actions and triggers, with only minor room to add common synonyms like 'code review'.

DimensionReasoningScore

Specificity

The description lists multiple concrete review actions — uncovering 'architectural anti-patterns, edge cases, lifecycle hazards, memory leaks, type-safety gaps, and performance pitfalls' — giving comprehensive, specific coverage rather than vague language.

5 / 5

Completeness

It explicitly answers both what (performs rigorous adversarial senior-staff code reviews) and when ('Use this skill when the user asks for a senior developer review, an adversarial code audit...'), with concrete trigger phrases and third-person voice.

5 / 5

Trigger Term Quality

It includes natural user phrases like 'senior developer review', 'adversarial code audit', 'find every hidden flaw and edge case', and 'PR or git diff', but omits common synonyms such as a plain 'code review' or 'review my code' that users would also naturally say.

4 / 5

Distinctiveness Conflict Risk

The adversarial senior-staff framing carves a clear niche distinct from generic code-review skills, though there is minor overlap risk with broader 'review my PR' style skills.

4 / 5

Total

18

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
nekomangaorg/Neko
Reviewed

Table of Contents

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