music-evaluation-framework

Use when evaluating music or dance for moral and political significance. Applies Ji Zha's (延陵季子) framework to assess emotional balance (乐而不淫, 哀而不愁), moral qualities, and governance predictions from artistic expression.

Quality

86%

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Securityby

Passed

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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 well-organized, concise interpretive framework with concrete criteria, clear sequencing, and a validation checklist. Its main limitation is that the evaluative criteria are named rather than operationalized into measurable scoring rules.

Suggestions

Add a brief rubric or scoring scale for each criterion (e.g., how to recognize 'joy without excess' vs 'excess') so the interpretive judgments are more operationalized and reproducible.

Convert the post-hoc Validation section into inline checkpoints after Steps 2 and 4, with a feedback note to re-assess if a criterion is not met.

Trim the Overview and Expected Outcomes sections, which restate the description and the decision heuristics, to tighten token efficiency toward a 5.

Dimension	Reasoning	Score
Conciseness	The body is efficient and assumes Claude's competence, using lean bullet lists without explaining basic concepts, but the Overview and Expected Outcomes sections lightly restate content already conveyed, leaving minor trim opportunities short of a 5.	4 / 5
Actionability	Concrete named criteria with translations (乐而不淫, 哀而不愁, 直而不倨) and explicit decision heuristics ('If music shows excessive detail or complexity, predict decline') provide mostly actionable guidance, though the interpretive criteria are not fully operationalized.	4 / 5
Workflow Clarity	Five sequenced steps plus a post-hoc Validation checklist give a clear sequence with checkpoints present, but there are no inline validation gates or feedback loops, keeping it below 5.	4 / 5
Progressive Disclosure	A short, single-purpose, self-contained skill (~40 lines of content) with no need for external references and well-organized sections (Overview, Steps, Decision Points, Expected Outcomes, Validation) meets 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 explicitly covers both what the skill does and when to use it, with distinctive niche triggers. Slightly abstract capability wording prevents a perfect specificity score.

Dimension	Reasoning	Score
Specificity	The description lists several concrete actions — 'assess emotional balance', 'moral qualities', and 'governance predictions' — naming the domain and multiple specific capabilities, though 'moral and political significance' remains somewhat abstract, keeping it just below comprehensive (5).	4 / 5
Completeness	It explicitly answers both what ('Applies Ji Zha's framework to assess emotional balance, moral qualities, and governance predictions') and when ('Use when evaluating music or dance for moral and political significance') with concrete trigger phrasing.	5 / 5
Trigger Term Quality	Natural trigger terms 'evaluating music or dance', 'moral and political significance', and 'artistic expression' give good keyword coverage a user might actually say, missing only minor synonyms for a 5.	4 / 5
Distinctiveness Conflict Risk	The Ji Zha (延陵季子) framework for moral/political evaluation of music and dance is a highly specific niche with distinct triggers and minimal overlap risk with any other skill.	5 / 5
	Total	18 / 20 Passed

Validation

100%

Warnings & errors only

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
Path: kg/ontology/ontology-v1/skus/procedural/skill_063/SKILL.md
Commit: 6b836e3

Reviewed: 13 days ago

Table of Contents

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