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gitnexus-exploring

Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth flow"

70

Quality

86%

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 strong, action-oriented skill: executable tool calls, a validated multi-step workflow, and a concrete worked example. The only notable gap is mild redundancy from restating the same steps across three sections.

DimensionReasoningScore

Conciseness

Lean and dense with no padding of concepts Claude already knows — token budgets (~150/300/500) and staleness handling are compact — but the same five-step sequence is restated across Workflow, Checklist, and the worked Example, a minor instance of over-explanation that could be trimmed.

4 / 5

Actionability

Provides fully executable, copy-paste-ready MCP tool calls with exact syntax — 'query({search_query: "payment processing", repo: "my-app"})', 'context({name: "processPayment"})', resource URIs, and the exact re-analyze command 'node .gitnexus/run.cjs analyze' — covering common cases with real output examples.

5 / 5

Workflow Clarity

Clear numbered sequence (list_repos → context → query → context → process) with explicit validation checkpoints (staleness check, pagination until 'hasMore is false', repo-binding before proceeding) and a feedback loop (re-analyze only when behind/diverged), plus a checklist and worked example.

5 / 5

Progressive Disclosure

Well-organized into clear sections (When to Use, Bind the repository, Workflow, Checklist, Resources, Tools, Example) with one-level resource references and no nested file chains, but it is a single ~100-line file slightly exceeding the simple-skill threshold, so structure is good rather than fully split.

4 / 5

Total

18

/

20

Passed

Description

83%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 well-constructed: third-person voice, explicit 'Use when' clause, concrete trigger examples, and a clear capability list. It scores high across all dimensions with only minor coverage and distinctiveness gaps.

DimensionReasoningScore

Specificity

Names the domain (codebase understanding) and several concrete actions — 'understand architecture, trace execution flows, or explore unfamiliar parts of the codebase' — though the actions are conceptual rather than tool-level granular, leaving minor coverage gaps vs the score-5 anchor.

4 / 5

Completeness

Explicitly answers both 'what' (understand architecture, trace execution flows, explore codebase) and 'when' ('Use when the user asks how code works...') with concrete trigger phrases, matching the score-5 anchor pattern.

5 / 5

Trigger Term Quality

Includes verbatim natural trigger phrases users actually say — '"How does X work?", "What calls this function?", "Show me the auth flow"' — giving good keyword coverage, though it stops at three examples without synonyms like 'explain' or 'where is'.

4 / 5

Distinctiveness Conflict Risk

Targets a recognizable niche (codebase exploration via execution-flow tracing) that is mostly distinct, but could overlap with general code-reading or documentation skills, so it does not reach minimal-conflict score 5.

4 / 5

Total

17

/

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
abhigyanpatwari/GitNexus
Reviewed

Table of Contents

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