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virtue-reward-evaluation-framework

Use when analyzing whether virtue correlates with worldly success or questioning cosmic justice (天道). Compares virtuous sufferers (伯夷, 颜回) against prosperous villains (盗跖) using Sima Qian's method to assess 天道无亲常与善人 and inform ethical decision-making.

68

Quality

83%

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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.

A compact, well-organized analytical framework that gives concrete named examples and an explicit validation section without over-explaining background concepts. It is slightly more directive than executable, which is appropriate for an instruction-only skill but caps actionability just short of perfect.

DimensionReasoningScore

Conciseness

Lean ~38-line body with no padding explaining who Sima Qian was or what virtue means; the small redundancy between 'Expected Outcomes' and the closing steps is the only thing keeping it from a 5.

4 / 5

Actionability

Concrete procedural guidance with named examples (Bo Yi, Shu Qi, Yan Hui, Dao Zhi) and specific phrases to look for (积仁絜行, 余甚惑焉), but it remains analytical direction rather than copy-paste-ready steps.

4 / 5

Workflow Clarity

Four steps are clearly sequenced and a dedicated Validation section provides three explicit checkpoints, though there is no true validate-fix-retry feedback loop since the process is analytical rather than destructive or batch.

4 / 5

Progressive Disclosure

Under 50 lines, no external references needed, and content is organized into clearly labeled sections (Overview, Steps, Expected Outcomes, Validation) — meeting the simple-skill exception for a top score.

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 clear, well-structured description that concretely states both what the skill does and when to use it, anchored to specific historical figures and a named analytical method. Trigger phrasing is natural for the domain, with only minor gains available from adding more common-language synonyms.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'analyzing whether virtue correlates', 'Compares virtuous sufferers against prosperous villains', 'assess 天道无亲常与善人 and inform ethical decision-making' — naming the domain and method clearly with only minor operational gaps.

4 / 5

Completeness

Explicitly answers both — the 'what' ('Compares virtuous sufferers... using Sima Qian's method to assess... and inform ethical decision-making') and the 'when' ('Use when analyzing whether virtue correlates with worldly success or questioning cosmic justice').

5 / 5

Trigger Term Quality

Natural phrases like 'virtue correlates with worldly success' and 'questioning cosmic justice' are what a user would plausibly say, though the specialized 天道/盗跖 terms are niche rather than common synonyms.

4 / 5

Distinctiveness Conflict Risk

Occupies a very specific niche (Sima Qian's virtue-reward analysis with named historical figures) that is unlikely to overlap with or trigger for unrelated skills.

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
baojie/shiji-kb
Reviewed

Table of Contents

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