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expert-panel

多猫专家辩论团:在现有协作习惯上加一层轻量编排 + WHY 链标准 + 交付链。 Use when: 用户明确要求 expert panel、专家辩论、多猫分析或三猫讨论。 Not for: 普通“帮我分析一下”、单猫能搞定的问题、代码实现、bug fix、日常聊天。 Output: 洞察卡片(rich block) + 语音总结 + 正式报告(DOCX/PDF)。

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%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 orchestration skill: the workflow is unambiguous, validation and fallback paths are explicit, and the guidance is concrete rather than aspirational. The main improvement levers are de-duplicating rules repeated across sections and adding one worked example (a sample dispatch or a filled WHY-chain entry); the inlined report template and mistakes table could move to reference files if the skill grows.

DimensionReasoningScore

Conciseness

The body is dense and rule-driven — tables for roles, research tiers, skill stacking, mistakes, and fallbacks — and never explains concepts Claude already knows. Not a 5 because several rules are stated two or three times across sections (dispatch payload prohibitions reappear in Common Mistakes; credential-expiry handling appears in both 交付时机铁律 and 应急降级; 什么时候叠加其他 skill overlaps 下一步), which could be consolidated.

4 / 5

Actionability

Concrete, executable-for-an-instruction-skill guidance: exact dispatch payload include/forbid lists, a fill-in WHY-chain four-field template (Evidence/Reasoning/So what/Confidence), a 9-section report structure, and a mistake→fix table. Not a 5 because there is no worked example (e.g., a sample dispatch message or a filled-in WHY chain) covering the common cases; not a 3 because the guidance goes well beyond high-level hints.

4 / 5

Workflow Clarity

The five-step skeleton 'Dispatch → Independent → Synthesis → Contributor Check → Delivery' is clearly sequenced, each step has explicit rules, and there are real checkpoints: Contributor Check as a mandatory author-review gate, the 收敛沉淀检查 checklist, the 3-minute timeout rule, and a full 应急降级 fallback table for error recovery. Matches the 5 anchor with explicit validation steps and recovery loops.

5 / 5

Progressive Disclosure

No bundle files exist, and the ~190-line body is well organized with clear section headers, tables, and inline references only to other named skills (deep-research, collaborative-thinking, feat-lifecycle, cross-cat-handoff) — all one level deep, none nested. Not a 5 because the body is a full self-contained manual; the report-structure template and Common Mistakes table are candidates for reference files, and the guidelines reserve 5 for skills under 50 lines or with well-signaled file references.

4 / 5

Total

17

/

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: it explicitly states what the skill adds, when to invoke it with concrete user-sayable trigger phrases, what not to use it for, and what the outputs are. The only weakness is that the core 'orchestration' capability is described at a fairly abstract level, leaving minor room for more concrete phrasing of the mechanism.

DimensionReasoningScore

Specificity

The description lists several explicit capabilities — '加一层轻量编排 + WHY 链标准 + 交付链' plus concrete outputs '洞察卡片(rich block) + 语音总结 + 正式报告(DOCX/PDF)' — but '轻量编排' is abstract and the mechanics of the WHY-chain standard are not spelled out. Not a 3 because multiple specific deliverables and mechanisms are named; not a 5 because the core orchestration action itself is described only vaguely.

4 / 5

Completeness

Both 'what' (orchestration layer + WHY-chain standard + delivery chain, with named output artifacts) and 'when' ('Use when: 用户明确要求 expert panel、专家辩论、多猫分析或三猫讨论') are answered explicitly with concrete trigger phrases, and a 'Not for' clause further scopes usage. Clearly matches the 5 anchor; nothing below fits since both halves are explicit and concrete.

5 / 5

Trigger Term Quality

'Use when: 用户明确要求 expert panel、专家辩论、多猫分析或三猫讨论' gives natural trigger phrases a user would actually say, plus an explicit 'Not for' exclusion list. Not a 5 because common synonyms/variations (e.g., 专家讨论, 英文 multi-expert, panel discussion) are missing; not a 3 because coverage of the natural phrasings for this niche is good.

4 / 5

Distinctiveness Conflict Risk

A clear niche (multi-expert debate orchestration) with distinct triggers, and the 'Not for: 普通"帮我分析一下"、单猫能搞定的问题、代码实现、bug fix、日常聊天' clause explicitly fences off the nearest competing scenarios. Minimal conflict risk; matches the 5 anchor rather than 4, which would require some residual overlap ambiguity.

5 / 5

Total

18

/

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.

Validation — 15 / 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

zts212653/clowder-ai

Path

cat-cafe-skills/expert-panel/SKILL.md

Reviewed

Table of Contents

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