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hongfan-nine-categories-governance

Use when applying systematic governance frameworks or structuring state administration. Covers Jizi's Hong Fan (洪范) Nine Categories presented to King Wu of Zhou: Five Elements, Five Matters, Eight Government Functions, chronological methods, royal perfection, Three Virtues, divination, omens, and blessings.

63

Quality

73%

Does it follow best practices?

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tessl review fix ./kg/ontology/ontology-v1/skus/procedural/skill_087/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

72%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The skill is token-efficient and well-organized as a self-contained reference, but it describes the Hong Fan framework rather than providing actionable guidance on how to apply it. Adding an application workflow with feedback loops would substantially improve it.

Suggestions

Add a 'How to apply' section that gives concrete steps for mapping a governance problem onto the nine categories, rather than only listing the categories' contents.

Extend the Verification section into a feedback loop: specify what to do when a check fails (e.g., revisit the relevant category, re-evaluate, then re-verify).

Provide a worked example or template showing the framework applied to a realistic state-administration scenario.

DimensionReasoningScore

Conciseness

The body is a lean bullet-point reference with no padding and no over-explanation of concepts Claude already knows; every section earns its place.

3 / 3

Actionability

It largely describes the framework's contents rather than instructing how to apply them; the Verification section adds some concrete checks but the core 'how to use this to govern' guidance is missing.

2 / 3

Workflow Clarity

A numbered verification checklist exists, but there is no sequence for applying the nine categories and no feedback loop describing what to do when a verification check fails.

2 / 3

Progressive Disclosure

It is a single self-contained file organized into clear, navigable sections (Overview, Nine Categories, Expected Outcomes, Verification) with no need for external references.

3 / 3

Total

10

/

12

Passed

Description

75%

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 clearly answers both what the skill covers and when to use it, with a distinct niche trigger. It is weakened by abstract action verbs and heavy reliance on specialized jargon over natural user keywords.

Suggestions

Replace abstract verbs ('applying', 'structuring') with concrete actions a user would request, e.g. 'Structure', 'Evaluate', 'Audit' a governance framework against the nine categories.

Add more natural trigger phrases users might say, such as 'governance framework', 'state administration checklist', or 'ancient Chinese governance', alongside the specialized terms.

DimensionReasoningScore

Specificity

It names the domain and enumerates the nine concrete categories, but the verbs are abstract ('applying', 'structuring', 'Covers') rather than multiple concrete actions like 'extract, fill, merge'.

2 / 3

Completeness

It has an explicit 'Use when...' trigger clause and a clear enumeration of what the skill covers, answering both what and when.

3 / 3

Trigger Term Quality

Some natural terms appear ('governance', 'state administration') but the description is dominated by specialized jargon ('Jizi's Hong Fan', 'King Wu of Zhou') and lacks common variations.

2 / 3

Distinctiveness Conflict Risk

The Hong Fan Nine Categories is a highly niche domain with distinct triggers, making it very unlikely to conflict with other skills.

3 / 3

Total

10

/

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

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