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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。

77

Quality

96%

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SKILL.md
Quality
Evals
Security

Quality

Content

92%

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

A dense, highly actionable modeling skill with a clear phased workflow and explicit validation/feedback loops. The only weak spot is progressive disclosure: a sizable monolithic body where the handoff contract, output templates, and quality gates could be factored into one-level-deep reference files.

Suggestions

Split the 与 bkn-creator 对接契约 section into a separate references/handoff-contract.md and link to it from the body, keeping the SKILL.md as an overview.

Move the 输出模板 (markdown recap + JSON skeleton) into a references/output-templates.md referenced from the 输出格式 section to reduce inline bulk.

Extract the 质量门禁(每轮) checklist into references/quality-gates.md and summarize the gates inline, signaling the deeper detail one level down.

DimensionReasoningScore

Conciseness

The body is lean and operational — terse bullet checklists, arrow-shorthand decision rules ('简单特征值(状态、等级、颜色) -> 属性') and exact field/enum contracts — with no padding explaining concepts Claude already knows; every line earns its place, matching the 'lean and efficient' anchor rather than the 'mostly efficient but could be tightened' level below.

3 / 3

Actionability

Concrete and executable guidance: exact field names (network.id, keys.primary_keys[], pre_conditions), exact enum values (add/modify/delete/query), the ID regex [a-z0-9_-], and complete output templates (JSON skeleton + markdown recap). It is an instruction-only process skill where code absence is not penalized per the scoring notes, and the field contracts are copy-paste ready; it is not at 2 because key details are complete rather than missing.

3 / 3

Workflow Clarity

A clear 7-phase sequence with labeled phases, documented import/from_doc entry points, and explicit validation checkpoints — Phase 7 完整性审查, 质量门禁(每轮) self-check with a fix-then-reoutput feedback loop ('如果任一失败,先修正再输出'), and 结束标准 completion criteria — matching the 'clear sequence with explicit validation steps and feedback loops' anchor; it is not capped at 2 because feedback loops for the structural/batch modeling operation are present.

3 / 3

Progressive Disclosure

The single SKILL.md is well-organized with clear navigable sections, but ~200 lines of content that could stand as separate references — the 与 bkn-creator 对接契约, 输出模板, and detailed quality gates — are kept inline with no one-level-deep reference files; this matches the 'some structure but content that should be separate is inline' anchor rather than the monolithic/nested level 1 or the well-signaled-reference level 3.

2 / 3

Total

11

/

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.

A strong, third-person description that names concrete deliverables, gives an explicit 'Use when' scenario with natural trigger terms, and pins a clear version-scoped niche. All dimensions score at the top of the scale.

DimensionReasoningScore

Specificity

Lists multiple concrete outputs — '对象类型、关系类型、操作类型、风险类型与概念分组定义' — plus concrete actions like extracting drafts and extending existing BKN, matching the 'lists multiple specific concrete actions' anchor rather than the vague 'names domain and some actions' level below.

3 / 3

Completeness

Explicitly answers both what ('指导BKN建模,输出符合 BKN 2.0.0 的...定义') and when ('适用于用户提出...的场景'), an explicit 'Use when' equivalent trigger clause, so it reaches the 'clearly answers both what AND when' anchor rather than capping at 2.

3 / 3

Trigger Term Quality

Natural domain keywords a user would actually say are well covered — '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' — matching the 'good coverage of natural terms' anchor; it is not at 2 because it goes beyond a single keyword to several common variations.

3 / 3

Distinctiveness Conflict Risk

The pinned 'BKN 2.0.0' niche and ontology-modeling trigger list make it a clear niche unlikely to trigger for unrelated skills, matching the 'clear niche with distinct triggers' anchor; it is not at 2 because the domain is sharply scoped rather than merely 'somewhat specific'.

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
UnicomAI/wanwu
Reviewed

Table of Contents

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