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personnel-evaluation-by-humanity

Use when vetting subordinates or appointees for trustworthiness. Applies Guan Zhong's humanity test (非人情) to identify dangerous individuals who violate natural bonds — parental, family, and self-preservation — to gain power.

68

Quality

86%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 well-structured and actionable for an instruction-only skill, with clear tests and a validation checklist. Tightening the redundant Overview/Core Principle sections and adding a feedback loop for ambiguous cases would lift it further.

Suggestions

Merge the Overview and Core Principle sections, which restate the same thesis about violating human bonds, to remove redundancy.

Add brief guidance on how to gather or weigh evidence for each test question, so the actionable steps go beyond asking the question.

Include a short feedback loop for ambiguous or borderline cases (e.g. how to re-evaluate when evidence is mixed) to strengthen the validation workflow.

DimensionReasoningScore

Conciseness

Generally lean with no padding of concepts Claude already knows, but the Overview and Core Principle sections restate the same idea and could be merged; a minor over-explanation instance that keeps it just below a 5.

4 / 5

Actionability

Provides three concrete tests with explicit questions, named historical models, verdicts, and a decision matrix giving recommendations — actionable guidance with minor gaps (e.g. no guidance on gathering evidence for each question).

4 / 5

Workflow Clarity

Tests are clearly sequenced and a Validation section provides a checklist (all three tests applied, flagged individuals excluded, passers proceed), but there is no error-recovery feedback loop, keeping it below 5.

4 / 5

Progressive Disclosure

A simple, single-purpose skill under 50 lines with no need for external references; it is organized into clearly labeled sections (Overview, Core Principle, Evaluation Criteria, Decision Matrix, Validation), satisfying the simple-skill exception for a 5.

5 / 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 well-crafted description that clearly states both purpose and trigger conditions in third person, with a distinctive niche. Minor specificity gains are possible by enumerating more concrete actions, but it already satisfies what-and-when comprehensively.

DimensionReasoningScore

Specificity

Names a concrete method ("Applies Guan Zhong's humanity test") and a specific goal ("identify dangerous individuals who violate natural bonds"), plus the three bond categories — several specific actions with minor coverage gaps, not the fully comprehensive list of a 5.

4 / 5

Completeness

Explicitly answers both "what" (applies the humanity test to identify dangerous individuals violating parental, family, and self-preservation bonds) and "when" ("Use when vetting subordinates or appointees for trustworthiness") with a concrete trigger phrase.

5 / 5

Trigger Term Quality

Uses natural terms a user would say ("vetting subordinates or appointees for trustworthiness", "dangerous individuals") with good coverage; a few common synonyms (e.g. "screening", "hiring") are missing, so it sits below the comprehensive 5.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (Gan Zhong's 非人情 humanity test) with distinctive triggers unlikely to fire for unrelated skills, minimizing conflict risk.

5 / 5

Total

18

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
baojie/shiji-kb
Reviewed

Table of Contents

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