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qa-acceptance

Produce QA acceptance criteria and a manual validation plan for a feature change — golden path, edge cases, error states, performance limits, and explicit pass/fail evidence.

69

Quality

85%

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SKILL.md
Quality
Evals
Security

Quality

Content

100%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 QA acceptance skill: a concrete criterion format with an example, an explicit coverage checklist, evidence and quarantine rules, and a structured handoff. No bundle files exist, and the self-contained organization is appropriate for the scope.

DimensionReasoningScore

Conciseness

The body is lean throughout — 'The criteria are the contract — automated tests cover correctness, QA covers feature-level behavior' and 'Avoid criteria that combine multiple `when`s or `then`s. Split them.' add useful framing without explaining concepts Claude already knows, matching the lean-and-efficient anchor; it is not 4 because there is no padded or over-explained section to trim.

5 / 5

Actionability

It provides a copy-paste Given/When/Then template, a concrete worked example, an 8-item coverage checklist, named evidence types, and a Pass/Fail/Blocked handoff structure — fully actionable guidance; per the instruction-only scoring note, absence of code is not penalized, and it is not 4 because no key execution detail is missing.

5 / 5

Workflow Clarity

The implied sequence (write criteria covering 8 areas → run a verification pass with evidence → quarantine failures → handoff) has explicit validation checkpoints ('"Looks good to me" without evidence is not a pass', 'A failing criterion blocks acceptance') and a feedback loop ('If you add a new criterion mid-pass, restart the pass'), matching the clear-sequence-with-validation anchor; it is not 4 because checkpoints and error-recovery loops are explicit rather than implicit.

5 / 5

Progressive Disclosure

A single self-contained SKILL.md with no bundle files and clear section headers (When to use, When not to use, format, coverage, evidence, quarantine, handoff, anti-patterns) is appropriately structured and easy to navigate with nothing that should be split out; it is not 4 because organization is clean with no buried or nested references.

5 / 5

Total

20

/

20

Passed

Description

71%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 specific and well-scoped to QA acceptance, with strong concrete coverage language and natural trigger terms. Its main weakness is the absence of an explicit 'Use when...' clause, which caps completeness at 3 and slightly limits distinctiveness.

Suggestions

Append an explicit trigger clause, e.g. 'Use when a feature change needs a written validation plan or a reviewer must verify user-visible behavior before release.'

Add a few natural synonyms to broaden trigger matching, such as 'test plan', 'verification', or 'QA pass'.

Keep the concise concrete coverage list as-is; it is the description's strongest element.

DimensionReasoningScore

Specificity

Quotes 'Produce QA acceptance criteria and a manual validation plan' plus the enumerated 'golden path, edge cases, error states, performance limits, and explicit pass/fail evidence' list multiple concrete coverage areas, matching the comprehensive-coverage anchor; it is not the 4 anchor because no meaningful coverage category is missing.

5 / 5

Completeness

The 'what' is explicit ('Produce QA acceptance criteria and a manual validation plan for a feature change') but no 'Use when...' or equivalent trigger guidance exists, so per the missing-trigger-rule completeness is capped at 3; it is not 2 because the 'what' is clear rather than vague, and not 4 because 'when' is entirely absent rather than merely weak.

3 / 5

Trigger Term Quality

Natural terms like 'QA acceptance criteria', 'validation plan', 'edge cases', and 'pass/fail evidence' map to what a reviewer would actually say, fitting the good-coverage anchor; it is not 5 because synonyms such as 'test plan', 'verification', or 'QA pass' are absent and no 'Use when' trigger phrasing is present.

4 / 5

Distinctiveness Conflict Risk

The 'acceptance criteria and manual validation plan' framing carves a distinct QA niche with low conflict risk, matching the mostly-distinct anchor; it is not 5 because there is residual overlap risk with adjacent testing/QA skills given no explicit trigger scoping.

4 / 5

Total

16

/

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
paperclipai/paperclip
Reviewed

Table of Contents

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