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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.

80

Quality

100%

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SKILL.md
Quality
Evals
Security

Quality

Content

100%

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 tight, well-structured decision framework with explicit criteria, examples, and validation steps. It assumes Claude's competence and provides actionable guidance without padding.

DimensionReasoningScore

Conciseness

The body is lean with no padding of concepts Claude already knows; each test is compact and every section earns its place, matching the 'lean and efficient' anchor.

3 / 3

Actionability

As an instruction-only skill, it gives concrete actionable guidance — three named tests each with a Question, Example, and Verdict, plus a copy-paste-ready Decision Matrix; per the scoring notes, the absence of code is not penalized because the guidance is actionable.

3 / 3

Workflow Clarity

The three tests are clearly sequenced and the Validation section provides explicit checkpoints (confirm all three tests applied, verify exclusion of 非人情, check that passers proceed to further evaluation); this is not a destructive/batch operation so no feedback-loop cap applies.

3 / 3

Progressive Disclosure

This is a simple skill under 50 lines with no external references, and the content is well-organized into clear sections (Overview, Core Principle, Evaluation Criteria, Decision Matrix, Expected Outcomes, Validation), satisfying the guideline that such skills can score 3 on organization alone.

3 / 3

Total

12

/

12

Passed

Description

100%

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 concise, specific, and uses an explicit 'Use when' trigger with third-person voice. It clearly conveys both capability and triggering context with no over-claims or fluff.

DimensionReasoningScore

Specificity

The description names the concrete method ("Applies Guan Zhong's humanity test (非人情)") and enumerates the specific bonds tested — "parental, family, and self-preservation" — matching the anchor for multiple specific concrete actions.

3 / 3

Completeness

It explicitly answers both halves — what ("Applies Guan Zhong's humanity test... to identify dangerous individuals") and when ("Use when vetting subordinates or appointees for trustworthiness") — with an explicit trigger clause.

3 / 3

Trigger Term Quality

It leads with the natural trigger phrasing "Use when vetting subordinates or appointees for trustworthiness", terms a user would plausibly say; it is not at score 2 because it covers common variations rather than a single narrow term.

3 / 3

Distinctiveness Conflict Risk

The Guan Zhong humanity test / 非人情 framing is a highly distinctive niche unlikely to trigger for unrelated skills; it would not be at score 2 because the trigger is specific rather than broadly overlapping.

3 / 3

Total

12

/

12

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
baojie/shiji-kb
Reviewed

Table of Contents

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