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audit-sequence

Use when diagnosing supplied outreach-sequence results, funnel metrics, segment differences, and possible performance explanations.

69

Quality

84%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

86%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 lean, highly actionable read-only audit skill with concrete labels, a copy-paste output template, and clear sequencing. Its only notable gap is that validation lives in one end-of-process checklist rather than interleaved checkpoints.

Suggestions

Add an explicit inline validation checkpoint mid-workflow (e.g., after step 4) so the quality check is not only an end recap.

De-duplicate the scope/source/unit/windows and Missing-label guidance shared between 'Required inputs' and Workflow step 1 to tighten conciseness.

DimensionReasoningScore

Conciseness

Quotes lean directive sections ('Inventory supplied metrics and outcomes. Preserve definitions.') with no padding about what outreach sequences are; minor redundancy between 'Required inputs' and Workflow step 1 (both restate scope/source/unit/windows and the Missing label) keeps it just below a 5.

4 / 5

Actionability

Quotes copy-paste-ready labels and a full output template ('DRAFT ONLY — READ-ONLY AUDIT', 'Actions taken: None', the markdown block) plus specific step directives — fully executable guidance for an instruction-only skill.

5 / 5

Workflow Clarity

Quotes a clear 7-step sequence ending in a 'Quality check' validation list; not a 5 because validation is a single end-of-process recap rather than interleaved checkpoints, leaving a minor gap.

4 / 5

Progressive Disclosure

Quotes well-organized single-file sections (Purpose, Required inputs, Workflow, Output format, Guardrails, Quality check, Example invocation) with no nested references; the skill needs no external bundle files, so clean sectioning earns the top anchor.

5 / 5

Total

18

/

20

Passed

Description

82%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 explicit, well-targeted, and answers both what and when with a clear trigger clause. Its only weakness is reliance on a single action verb ('diagnosing') rather than enumerating several distinct capabilities.

Suggestions

Consider naming a second concrete action (e.g., 'auditing' or 'reporting') alongside 'diagnosing' to lift specificity from one action to several.

Add a synonym or two for the trigger terms (e.g., 'campaign sequence' alongside 'outreach-sequence') to widen natural keyword coverage.

DimensionReasoningScore

Specificity

Quotes 'diagnosing supplied outreach-sequence results, funnel metrics, segment differences, and possible performance explanations' — one concrete action ('diagnosing') applied to several specific targets, matching the anchor that names a domain with 1-2 concrete actions. Not a 4 because only a single action verb is used rather than several distinct actions.

3 / 5

Completeness

Quotes 'Use when diagnosing supplied outreach-sequence results, funnel metrics, segment differences, and possible performance explanations' — explicitly answers both what (diagnosing those artifacts) and when (the 'Use when...' trigger) with concrete trigger phrases.

5 / 5

Trigger Term Quality

Quotes 'outreach-sequence results', 'funnel metrics', 'segment differences', and 'performance explanations' — natural domain phrases a user would say, with good coverage. Not a 5 because it lacks synonym/file-extension-style variations and a couple of common phrasings are absent.

4 / 5

Distinctiveness Conflict Risk

Quotes 'outreach-sequence results, funnel metrics, segment differences' — a clear niche with distinct triggers and minimal overlap risk with other skills.

5 / 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
llaskin/AI-SDR-Skill-Pack
Reviewed

Table of Contents

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