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audit-session-metrics

Audit a session-metrics JSON export for token-usage waste and produce a plain-English findings report. Trigger when the user runs /audit-session-metrics, when session-metrics suggests an audit after an HTML export, or when the user asks to audit / review / find waste in a saved session-metrics JSON. Two modes: "quick" (ratios + cache health + top expensive turns/sessions) and "detailed" (adds CLAUDE.md / settings / re-read scan). Supports session, project, and instance JSON scopes. Args: $ARGUMENTS[0] = quick|detailed, $ARGUMENTS[1] = path to a session-metrics JSON export.

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

92%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, highly actionable skill body with clear sequencing and verification gates, and genuinely one-level-deep references. The only weakness is mild over-explanation in the rationale sections.

DimensionReasoningScore

Conciseness

Mostly efficient with executable command snippets and tight dispatch tables, but the 'Why this is a separate skill' section and model-pin rationale add explanatory padding Claude mostly doesn't need.

4 / 5

Actionability

Provides a copy-paste-ready extract command, a literal-equality dispatch table mapping args to reference files, exact output paths, and an explicit Write-tool output contract.

5 / 5

Workflow Clarity

Steps are explicitly sequenced (extract -> scope routing -> optional config read -> three-artefact write -> inline output) with validation checkpoints for missing input and clear error/usage fallback.

5 / 5

Progressive Disclosure

Body is an overview with well-signaled, one-level-deep references (all six referenced files verified to exist) routed by a scope/mode table; detailed playbooks live in references/ rather than inlined.

5 / 5

Total

19

/

20

Passed

Description

92%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 that names concrete capabilities, explicit triggers, and two modes, with clear scope boundaries. Minor synonym/extension coverage is the only gap.

DimensionReasoningScore

Specificity

Lists multiple concrete actions: 'ratios + cache health + top expensive turns/sessions' and 'adds CLAUDE.md / settings / re-read scan', covering quick and detailed modes plus three JSON scopes.

5 / 5

Completeness

Explicitly states both what it does ('produce a plain-English findings report', ratios/cache/top-turns) and when to trigger ('when the user runs /audit-session-metrics', 'asks to audit / review / find waste').

5 / 5

Trigger Term Quality

Includes natural phrases users would say ('audit / review / find waste', '/audit-session-metrics') and the data type 'session-metrics JSON', but is missing some common synonyms and file extensions.

4 / 5

Distinctiveness Conflict Risk

The session-metrics-audit niche is distinct, with specific trigger phrasing tied to a named export and slash command, minimizing overlap with other skills.

5 / 5

Total

19

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
centminmod/my-claude-code-setup
Reviewed

Table of Contents

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