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lightweight-ai-workflow

处理 BK-CI AI 编码任务分流时使用,例如判断日常任务是否需要 OpenSpec、多 Agent、影响面清单或验证清单。

64

Quality

75%

Does it follow best practices?

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tessl review fix ./ai/skills/lightweight-ai-workflow/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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 tight, well-structured routing skill that gives concrete triage criteria and explicit checklists while correctly delegating module knowledge to referenced skills. The main gaps are minor redundancy between the quick guide and triage sections and references that are skill-name backticks rather than links.

Suggestions

Collapse the overlapping OpenSpec/multi-Agent trigger descriptions in 快速指导 and 任务分流 into one detailed section to remove redundancy and save tokens.

Convert the 延伸阅读 references from backtick skill-names to markdown links so navigation to the referenced skills is explicit.

Reframe the Verification Checklist as an explicit validate→fix→retry loop (run check → if failures, fix and re-run → only proceed when clean) to strengthen the workflow feedback loop.

DimensionReasoningScore

Conciseness

Lean, signal-dense body with no concept padding, matching 'efficient; minor instances that could be trimmed'. Not 5 because the 快速指导 and 任务分流 sections redundantly restate OpenSpec/multi-Agent trigger conditions; not 3 because it is mostly efficient, not noticeably verbose.

4 / 5

Actionability

Provides concrete triage criteria (e.g. 新增或修改 API/数据结构 → OpenSpec; 跨 2 个以上微服务 → OpenSpec) and explicit Impact/Verification checklists, matching 'mostly executable guidance' for an instruction skill. Not 5 because some routing judgment is left to Claude rather than fully exhaustive; not 3 because guidance is concrete and fairly complete.

4 / 5

Workflow Clarity

A clear 6-step 快速指导 sequence with the Impact Checklist (pre-implementation) and Verification Checklist (post-implementation) as checkpoints, matching 'clear sequence with most checkpoints present'. Not 5 because verification is a question list rather than an explicit validate→fix→retry feedback loop; not 3 because checkpoints are present and explicit.

4 / 5

Progressive Disclosure

Well-organized sections with a 延伸阅读 block of one-level-deep references (skill-context-first, openspec-first, multi-agent-workflow, ../../HARNESS.md), and the body correctly stays an overview ('只负责分流和清单,不承载模块知识'). Not 5 because references are backtick skill-names rather than navigable links and no bundle files exist to verify; not 3 because structure and references are clear.

4 / 5

Total

16

/

20

Passed

Description

75%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 concise, domain-specific description that clearly states both what the skill does and when to use it, with concrete routing targets as trigger terms. Its only weakness is that the 'when' guidance and action variety could be made more explicit to reach the top anchor.

DimensionReasoningScore

Specificity

Names the domain (BK-CI AI 编码任务分流) and lists four concrete judgment actions — OpenSpec, 多 Agent, 影响面清单, 验证清单 — fitting the 'several specific actions' anchor. Not 5 because all actions are '判断是否需要 X' variants rather than distinct concrete operations; not 3 because four actions exceed the 1-2 anchor.

4 / 5

Completeness

Explicit 'what' (处理 BK-CI AI 编码任务分流) plus 'when' (处理…时使用,例如…) with concrete examples, satisfying both halves. Not 5 because the 'when' is not a maximally explicit separate 'Use when…' trigger-phrase list; not 3 because the 'when' is explicit with examples, not weakly implied (the missing-trigger cap does not apply).

4 / 5

Trigger Term Quality

Covers natural domain terms users would say — OpenSpec, 多 Agent, 影响面清单, 验证清单, BK-CI, AI 编码 — matching 'good keyword coverage'. Not 5 because no synonym/extension variations are included; not 3 because coverage is solid rather than sparse.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (BK-CI task triage/routing) with distinct triggers, matching 'mostly distinct'. Not 5 because it deliberately overlaps with the skills it routes to (openspec-first, multi-agent-workflow); not 3 because the triage role is clearly scoped.

4 / 5

Total

16

/

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
TencentBlueKing/bk-ci
Reviewed

Table of Contents

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