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find-bugs

Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.

100

1.28x
Quality

100%

Does it follow best practices?

Impact

100%

1.28x

Average score across 3 eval scenarios

SecuritybySnyk

Risky

Do not use without reviewing

SKILL.md
Quality
Evals
Security

Quality

Discovery

100%

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

This is a strong skill description that clearly communicates what the skill does and when to use it. It uses third person voice, lists concrete actions, includes natural trigger terms, and is scoped narrowly enough to avoid conflicts with other skills. The description is concise yet comprehensive.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: 'Find bugs, security vulnerabilities, and code quality issues in local branch changes.' These are distinct, concrete capabilities.

3 / 3

Completeness

Clearly answers both what ('Find bugs, security vulnerabilities, and code quality issues in local branch changes') and when ('Use when asked to review changes, find bugs, security review, or audit code on the current branch') with explicit trigger guidance.

3 / 3

Trigger Term Quality

Includes natural keywords users would say: 'review changes', 'find bugs', 'security review', 'audit code', 'current branch'. These cover common variations of how users would request this functionality.

3 / 3

Distinctiveness Conflict Risk

Scoped specifically to local branch changes and code review/audit, which distinguishes it from general coding skills, linting tools, or broader code analysis. The 'local branch changes' qualifier creates a clear niche.

3 / 3

Total

12

/

12

Passed

Implementation

100%

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

This is an excellent skill that provides a thorough, well-structured workflow for code review and bug finding. It is concise yet comprehensive, with concrete commands, detailed checklists, explicit verification steps, and a clear output format. The phased approach with validation checkpoints (Phases 4 and 5) ensures thoroughness without verbosity.

DimensionReasoningScore

Conciseness

Every section serves a clear purpose. No unnecessary explanations of what bugs or security vulnerabilities are. The checklists are dense with actionable items and no padding. Claude already knows these concepts but the structured checklist ensures nothing is missed.

3 / 3

Actionability

Provides a concrete git command for getting the diff, specific security checklist items to verify, a clear output format with severity levels, and explicit instructions for what to include per finding (File:Line, Severity, Problem, Evidence, Fix, References). Fully actionable throughout.

3 / 3

Workflow Clarity

Five clearly sequenced phases with explicit validation checkpoints. Phase 4 (Verification) serves as a feedback loop to confirm issues are real. Phase 5 (Pre-Conclusion Audit) is an explicit validation step requiring confirmation of completeness before finalizing. The truncation handling in Phase 1 step 2 is a good error recovery pattern.

3 / 3

Progressive Disclosure

For a skill of this size (~60 lines), the content is well-organized into logical phases with clear headers. No external references are needed as the content is self-contained and appropriately scoped. The structure allows quick scanning of each phase.

3 / 3

Total

12

/

12

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
roman01la/skills-agents
Reviewed

Table of Contents

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