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bug-hunt-swarm

Parallel read-only multi-agent root-cause investigation for bugs, regressions, crashes, flaky behavior, or unexplained failures. Use when the user asks to investigate a bug, find the root cause, trace a regression, understand why something broke, or wants a ranked diagnosis with the fastest proof path without making code edits.

73

Quality

90%

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SKILL.md
Quality
Evals
Security

Quality

Content

81%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 a well-sequenced, actionable multi-agent diagnosis workflow with strong validation checkpoints. Minor conciseness and progressive-disclosure gains are available by de-duplicating the read-only reminders and extracting the sub-agent role specs.

Suggestions

State the read-only / no-edits constraint once prominently instead of repeating it in each of the four sub-agent sections.

Extract the four sub-agent role checklists into a single one-level-deep reference file (e.g. references/investigator-roles.md) referenced from the main steps.

Add a minimal concrete scaffold (e.g. an example sub-agent prompt template or the exact output JSON shape) to lift actionability from strong to copy-paste ready.

DimensionReasoningScore

Conciseness

Mostly efficient and assumes Claude's intelligence, but the read-only/do-not-edit constraint and the "do not implement fixes" reminder are repeated across each sub-agent and section, which could be tightened.

4 / 5

Actionability

Provides concrete, executable guidance: four named investigation roles with explicit check-lists, a required output shape, and recommended sub-agent roles (reviewer/explorer); minor gap is the absence of any concrete code or command scaffold.

4 / 5

Workflow Clarity

A clear five-step sequence with explicit checkpoints (underspecified-report inference, weak-evidence fallback, read-only enforcement) and feedback loops; the read-only nature means the destructive/batch cap does not apply.

5 / 5

Progressive Disclosure

A single self-contained file with well-organized section headers and no nested references; the four detailed sub-agent role specs are candidates to split into a one-level-deep reference file.

4 / 5

Total

17

/

20

Passed

Description

100%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.

The description is excellent: concrete, specific, with explicit what/when triggers and a distinct read-only diagnosis niche. It distinguishes itself clearly from fix-oriented skills.

DimensionReasoningScore

Specificity

Names concrete actions ("root-cause investigation", "ranked diagnosis", "fastest proof path") and enumerates specific failure classes (bugs, regressions, crashes, flaky behavior, unexplained failures) with comprehensive coverage.

5 / 5

Completeness

Explicitly answers both what ("Parallel read-only multi-agent root-cause investigation") and when ("Use when the user asks to investigate a bug...") with concrete trigger phrases.

5 / 5

Trigger Term Quality

Covers the natural phrases users say ("investigate a bug", "find the root cause", "trace a regression", "understand why something broke") alongside synonyms and failure-type variations.

5 / 5

Distinctiveness Conflict Risk

The read-only, diagnosis-only framing and "without making code edits" carve a clear niche distinct from fix/editing skills with minimal conflict risk.

5 / 5

Total

20

/

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
Dimillian/Skills
Reviewed

Table of Contents

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