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bkn-modeling-advisor

指导业务知识网络(BKN)建模,输出符合 BKN 2.0.0 的对象类型、关系类型、操作类型、风险类型与概念分组定义。适用于用户提出本体设计、知识网络建模、实体关系梳理、Action 设计、Schema 评审、从文档提取初稿或扩展现有 BKN 的场景。

71

Quality

86%

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SKILL.md
Quality
Evals
Security

Quality

Content

81%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-structured instructional skill: it delivers specific, executable BKN modeling guidance with a clearly sequenced workflow, built-in validation gates, and an explicit integration contract. The main improvement areas are deduplicating overlapping checklists, populating the JSON skeleton with a worked example, and splitting contract/template detail into reference files.

Suggestions

Deduplicate the 关系 vs 对象 guidance (Phase 4 vs 快速建模准则) and merge the overlapping items between 质量门禁 and Phase 7 完整性审查 into a single checklist to save tokens.

Populate the BKN 结构草案 skeleton with one worked example each of an object_type, relation_type, and action_type so the output format is copy-paste ready.

Move the bkn-creator 对接契约 and output templates into a references/ file (e.g. references/contract.md) and link to them from SKILL.md to keep the main file a lean overview.

DimensionReasoningScore

Conciseness

The body is dense, checklist-style domain knowledge Claude does not already have, with no generic-concept padding. It loses a point for duplication: the 关系 vs 对象 rule appears in both Phase 4 and 快速建模准则, and the 质量门禁 checklist overlaps Phase 7's 完整性审查.

4 / 5

Actionability

Guidance is highly concrete — exact field paths (data_properties[], keys.primary_keys[]), enum values (add/modify/delete/query), an ID naming pattern, parameter binding sources, and a bkn-creator contract. The JSON output skeleton uses empty arrays ("object_types": []) instead of a worked example, keeping it just short of copy-paste ready.

4 / 5

Workflow Clarity

Seven explicitly sequenced phases with mode-based entry points (import/from_doc 可从中间阶段切入), per-phase checklists, a per-round quality gate with a fix-before-output feedback loop (如果任一失败,先修正再输出), and explicit completion criteria — matching the top anchor for validation checkpoints and error recovery.

5 / 5

Progressive Disclosure

The single file is well-sectioned with clear headers and easy navigation, but no reference files exist; all detail (including the bkn-creator contract and output templates) is inlined in a ~210-line file where some content could be split out, fitting the 'good structure, minor organization gaps' anchor.

4 / 5

Total

17

/

20

Passed

Description

92%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 strong description: it states concrete capabilities and outputs, provides an explicit use-when clause with natural trigger phrases, and occupies a distinct niche. The only minor gap is a few missing natural synonym variations users might say.

DimensionReasoningScore

Specificity

The description names the domain (BKN 2.0.0 modeling) and enumerates concrete outputs (对象类型、关系类型、操作类型、风险类型、概念分组) plus seven concrete task types (本体设计、知识网络建模、实体关系梳理、Action 设计、Schema 评审、从文档提取初稿、扩展现有 BKN), matching the comprehensive-coverage anchor rather than the 'minor gaps' anchor.

5 / 5

Completeness

It clearly answers 'what' (指导 BKN 建模,输出符合 BKN 2.0.0 的类型定义) and explicitly answers 'when' via the 适用于…场景 clause with concrete trigger phrases, matching the top anchor exactly.

5 / 5

Trigger Term Quality

It includes natural phrases a user would say (本体设计、实体关系梳理、Schema 评审、扩展 BKN) with synonyms, but misses a few common variations such as 知识图谱 or references to the BKN JSON file itself, fitting the 'good coverage, a few natural terms missing' anchor.

4 / 5

Distinctiveness Conflict Risk

The BKN 2.0.0 schema-modeling niche with domain-specific triggers (BKN 建模、Action 设计、Schema 评审) is clearly distinguishable from generic modeling or documentation skills with minimal conflict risk.

5 / 5

Total

19

/

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
UnicomAI/wanwu
Reviewed

Table of Contents

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