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xiaoyao-search

小遥搜索 MCP 工具 - 本地文件智能搜索(语义/全文/图像/语音/混合搜索)

60

Quality

69%

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SecuritybySnyk

Passed

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tessl review fix ./skills/xiaoyao-search/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.

The content is well-structured, actionable, and concise without padding, giving Claude concrete tool parameters, examples, and troubleshooting. The main gap is mild redundancy across the Capability and Examples sections and the absence of an explicit validation/retry loop for failure cases.

Suggestions

Factor the repeated per-tool parameter tables into a single shared parameter reference to reduce redundancy between Capability and Examples.

Add an explicit validate/retry step in Troubleshooting (e.g. 'after lowering threshold, re-run the same query') to close the workflow loop.

Show the '调用方式' as a concrete MCP tool invocation rather than only a natural-language flow arrow.

DimensionReasoningScore

Conciseness

The body is mostly efficient and does not explain concepts Claude already knows, but the per-tool parameter lists repeat the same field definitions (query 1-500 chars, limit 1-100) and the Examples section re-states calls already shown in Capability — minor trimming possible, fitting the 'efficient with minor over-explanation' anchor.

4 / 5

Actionability

Concrete parameters, a JSON response schema, executable curl health checks, and five worked tool-call examples give mostly executable guidance; it falls short of 5 because the '调用方式' is shown as a natural-language flow rather than a directly copy-pasteable invocation.

4 / 5

Workflow Clarity

Prerequisites, call flow, and troubleshooting are clearly sequenced and search is non-destructive so the destructive-cap rule does not apply; it is not 5 because there is no explicit validate-then-retry checkpoint for the failing cases listed in Troubleshooting.

4 / 5

Progressive Disclosure

No bundle files exist and the skill is a self-contained, well-sectioned reference (When to use / Capability / Usage / Examples / Configuration / Troubleshooting); it is not 5 only because the full per-tool parameter reference is inlined where a one-level-deep REFERENCE.md could keep the overview leaner.

4 / 5

Total

16

/

20

Passed

Description

63%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.

The description is specific about capabilities but lacks any explicit 'Use when...' trigger guidance, capping its completeness. Trigger terms are domain-relevant but skew technical rather than matching natural user phrasing.

Suggestions

Add an explicit 'Use when...' clause, e.g. 'Use when searching local files by description, keyword, image, or voice.'

Include natural trigger phrases users would actually say (找文件, 搜文档, 找类似的图片) alongside the technical mode names.

Add common file-extension or format terms to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

The description names multiple concrete actions — '语义/全文/图像/语音/混合搜索' (semantic/full-text/image/voice/hybrid search) — covering the tool's capabilities comprehensively, matching the score-5 anchor of multiple specific concrete actions.

5 / 5

Completeness

It clearly states 'what' (local-file intelligent search with five modes) but provides no 'when' trigger — there is no 'Use when...' clause, which per the judging guidelines caps completeness at 3.

3 / 5

Trigger Term Quality

It surfaces relevant domain keywords ('搜索', '本地文件', '语义', '全文', '图像', '语音') but relies on technical mode names and omits the natural phrases a user would actually say (e.g. '找文件', '搜文档'), fitting the anchor of some relevant keywords missing common variations.

3 / 5

Distinctiveness Conflict Risk

The niche is distinct — a named MCP tool for local-file multimodal search — with low overlap risk; it is not a 5 only because explicit trigger phrases that would fully disambiguate it from generic search skills are absent.

4 / 5

Total

15

/

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
dtsola/xiaoyaosearch
Reviewed

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