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capability-evolution

F311 能力进化入口与续办。Use when: 用户询问可进化对象,或直接给出要改善的 Agent/业务能力结果,或已有项目需要继续。Not for: 事后复盘、确定性 bug、运行健康排查;只讨论或延后启动时不建 Program。Output: 解释边界;动作型目标幂等建 Program,并在同一 invocation 提交、回读首轮准备;已有项目按真实证据与权限继续取证、改进、复验和方法回流。

Quality

89%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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.

An operationally rigorous body: exact tool calls, idempotency and conflict-recovery rules, and verification samples make the workflows fully executable with strong feedback loops. The main gaps are moderate repetition of routing rules and detailed procedure content inlined in SKILL.md rather than delegated to its referenced method files.

DimensionReasoningScore

Conciseness

The body is dense and compressed with essentially no padding or explanation of concepts Claude already knows, but the informational-vs-actionable routing rule is restated three times (intent table, the '命令式业务目标已经是具体目标' paragraph, and Common Mistakes), which is trimmable redundancy. Between anchors 4 and 5, noticeably above the midpoint.

4 / 5

Actionability

Fully executable instruction-only guidance: exact tool signatures ('cat_cafe_start_evolution_program({ targetRef, displayName, clientMessageId })'), copy-paste ref formats ('{ ownerFeatureId: "F311", ownerStateRef: "capability:" + encodeURIComponent(X.trim()) }'), precise begin/submit/get sequencing rules, and concrete sample inputs with expected behaviors in the 验证 section covering the common cases.

5 / 5

Workflow Clarity

The canonical-start (6 numbered steps) and preparation chain (5 numbered steps) have explicit validation checkpoints and feedback loops: exact-get read-back after each action, 'conflict' → re-read and never overwrite, 'materializing' → retry with identical clientMessageId and body, idempotency via exact sourceMessageId, plus a contract-test pointer for regression.

5 / 5

Progressive Disclosure

Well-labeled sections with clearly signaled one-level-deep references (evolution-method, preparation-choice, learning-loop, method-evidence) that include when-to-read guidance. Not 5 because ~124 lines inline detailed per-call procedures that belong in the referenced method files, and the referenced files (refs/*.md) could not be verified to exist in the provided bundle.

4 / 5

Total

18

/

20

Passed

Description

87%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 description with explicit what/when/not-for/output structure and explicit boundary delineation against sibling skills. Its main weakness is jargon-heavy phrasing ('F311', 'Program', dense compound terms) that reduces how concrete and natural the triggers read to a fresh audience.

DimensionReasoningScore

Specificity

The Output clause lists several concrete actions ('动作型目标幂等建 Program,并在同一 invocation 提交、回读首轮准备;已有项目按真实证据与权限继续取证、改进、复验和方法回流') covering the informational, new-target, and continuation modes. It falls short of 5 because actions are expressed through opaque internal jargon ('F311', 'Program', '方法回流') that is not self-explanatory.

4 / 5

Completeness

Both what and when are explicit: a concrete 'Use when:' clause with trigger conditions, a 'Not for:' exclusion clause, and an 'Output:' statement describing exactly what the skill does. Anchor 5 matches clearly.

5 / 5

Trigger Term Quality

Good keyword coverage: '询问可进化对象', '要改善的 Agent/业务能力结果', '已有项目需要继续', '能力进化' capture the domain's natural terms. Not 5 because triggers are stated as described conditions rather than phrases users actually say, and common variations ('提升', '让 X 更专业', '改进') are missing.

4 / 5

Distinctiveness Conflict Risk

'Not for: 事后复盘、确定性 bug、运行健康排查;只讨论或延后启动时不建 Program' explicitly fences off the nearest sibling skills (self-evolution retrospectives, debugging, health checks, discussion-only). Clear niche with distinct triggers and minimal conflict risk.

5 / 5

Total

18

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 8 missing, 2 suspicious

Warning

Total

14

/

16

Passed

Repository

zts212653/clowder-ai

Path

cat-cafe-skills/capability-evolution/SKILL.md

Reviewed

Table of Contents

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