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multi-expert-analyzer

深度分析并解答任何领域的棘手问题。先判断问题涉及哪些领域,召集对应的领域专家分别搜证、按第一性原理作答(图文并茂、有权威数据和案例、讲清适用边界与证伪方式、自我验证),再经"事实核查"和"红队反驳"两道克制的校验,最后合成一篇面向小白、一气呵成、有人味的第一人称文章,全部产物存到当前项目 markdown/ 目录。触发条件:用户抛出一个想不通/难解/复杂/跨领域的问题并希望深入分析,例如"帮我分析一下……""这个问题到底怎么回事""从多个角度看……""深度思考一下……""这事儿靠谱吗""为什么会……未来会怎样",或任何需要多领域专家协作、第一性原理推演、证据支撑与证伪路径的深度解答。即使用户没有明说"多专家"或"深度分析",只要问题棘手、值得认真拆解,也应使用本 skill。

73

Quality

90%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

85%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: a clear sequenced workflow, fully actionable paths and dispatch patterns, and exemplary one-level-deep progressive disclosure with real reference files. The one weakness is conciseness — the design-rationale prose is discursive and could be condensed.

Suggestions

Condense the '这个 skill 在做什么,为什么这么设计' section into 2-3 terse bullets capturing only the behavior-relevant calibration guidance (restraint principle, default '日常深度' rigor), trimming the discursive rationale about why multi-expert and verification are needed.

Move the design-rationale framing into the relevant reference files (e.g., the restraint principle already lives in verifiers.md) and keep the body focused on the workflow and principles, reducing redundant explanation between body and references.

Tighten the conversational connective prose throughout ('所以这里的思路是…', '有一点要特别克制…') to a more direct imperative style to reclaim tokens without losing the calibration intent.

DimensionReasoningScore

Conciseness

Mostly efficient and free of known-concept padding (no 'what is first principles' filler), but the '为什么这么设计' section is a discursive ~3-paragraph rationale ('很多棘手问题之所以棘手…', '但多专家有个老毛病…', '有一点要特别克制…') that could be tightened into a few bullets; the conversational tone adds tokens beyond the minimum. Not a 2 because it is not severely padded; not a 4 because the over-explanation is more than minor.

3 / 5

Actionability

For an orchestration/instruction skill the guidance is fully actionable: exact run directory ('markdown/multi-expert/<主题slug>-<YYYYMMDD>/' with 'experts/', 'assets/', 'review/'), exact output paths ('experts/NN-<角色>.md', 'review/fact-check.md', 'review/red-team.md', 'final.md'), explicit parallel-dispatch instructions ('在同一条消息里并行发起所有专家'), and verbatim briefs delegated to the reference files.

5 / 5

Workflow Clarity

A clear 8-step numbered sequence with explicit validation checkpoints (fact-check and red-team both run before synthesis in step 7), feedback loops (expert '交稿前自我验证一轮(不通过就改到通过)' retry), and a '关键原则速记' checklist; the destructive/batch cap does not apply since the skill only writes markdown and its batch-of-experts step is itself validated.

5 / 5

Progressive Disclosure

Clear overview body with well-signaled one-level-deep references — inline pointers ('任务书见 references/expert-brief.md', '见 references/verifiers.md', '见 references/synthesis.md') plus a dedicated '参考文件' section — and all three referenced files exist and are substantive; content is appropriately split between orchestration (body) and verbatim briefs (references).

5 / 5

Total

18

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20

Passed

Description

96%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, comprehensive description that explicitly states capabilities and trigger conditions with natural user phrases and concrete output location. The only soft spot is that several trigger phrases are broad enough to overlap with generic analysis skills, slightly raising conflict risk.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — '判断问题涉及哪些领域', '召集对应的领域专家分别搜证、按第一性原理作答', '事实核查', '红队反驳', '合成一篇…第一人称文章', '存到…markdown/ 目录' — giving comprehensive coverage of the pipeline; voice is third person with no first/second-person penalty.

5 / 5

Completeness

Explicitly answers both 'what' (multi-expert first-principles analysis with fact-check and red-team validation, synthesized into a layperson article) and 'when' (a dedicated '触发条件' clause with concrete trigger phrases and example utterances).

5 / 5

Trigger Term Quality

Comprehensive natural conversational triggers users would actually say — '帮我分析一下……', '这个问题到底怎么回事', '从多个角度看……', '深度思考一下……', '这事儿靠谱吗', '为什么会……未来会怎样' — with good synonym/variation coverage.

5 / 5

Distinctiveness Conflict Risk

The mechanism (multi-expert + dual verification + first-person synthesis) is a clear, distinct niche, but broad triggers such as '深度思考一下……' and '帮我分析一下……' carry minor overlap risk with general analysis skills; not a 5 because the trigger surface is somewhat broad, not a 3 because the workflow itself is clearly distinguishable.

4 / 5

Total

19

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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
digoal/blog
Reviewed

Table of Contents

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