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cheat-score

给单篇稿子打 rubric 分。**只在控制台输出,不写文件,不预测**。触发词:"打分这篇 [path]"/"score this [path]"/"给这稿子打分"/"先打分看看"。是 cheat-predict 之前的轻量探索动作。

68

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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 tight, well-sequenced workflow doc with explicit validation checkpoints and feedback loops, strong for an instruction-only delegating skill. The main gaps are a non-resolving cross-reference to the blind sub-agent skill and some inlined detail that would fit better in that referenced file.

Suggestions

Resolve the ../cheat-score-blind/SKILL.md reference (ship the blind skill or inline its calling contract/JSON schema) so the delegated sub-agent interface is verifiable from this bundle.

Trim the worked example output table and de-duplicate the refusal rationale between Key Rules and Refusals to tighten conciseness.

Move the Task-prompt forbidden-fields contract out of the main body and into the referenced blind-skill file once it exists, keeping the main SKILL.md as an overview.

DimensionReasoningScore

Conciseness

Well-sectioned and free of concept-padding, but the long worked example output block and some repeated refusal rationale in Key Rules/Refusals add tokens that could be trimmed, keeping it just short of fully lean.

4 / 5

Actionability

Provides a copy-paste Task prompt template, an exact grep self-check command, and a concrete refusal-handling taxonomy, but the sub-agent JSON schema it depends on is delegated to an unresolved external file, leaving a minor gap.

4 / 5

Workflow Clarity

Six clearly sequenced steps with explicit halt-checkpoints (missing state/draft), a grep self-check, self_check.any_contamination_signal validation, and a refusal feedback loop (re-prompt on blocked_contaminated_input), matching explicit validation + error-recovery.

5 / 5

Progressive Disclosure

Good section structure (Overview/Constants/Inputs/Workflow/Key Rules/Refusals/Integration) with a clearly signaled one-level reference to the blind sub-agent skill, but that reference does not resolve within the bundle and some inlined contract detail could live in the referenced file.

4 / 5

Total

17

/

20

Passed

Description

90%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, dense description that nails 'what' and 'when' with bilingual trigger phrases and a clear niche versus sibling skills. The only mild weakness is specificity, where the action set is stated tersely rather than enumerated.

DimensionReasoningScore

Specificity

Names the domain ('打 rubric 分') and 1-2 concrete actions ('只在控制台输出,不写文件,不预测'), but does not comprehensively list the scoring capabilities; the 'when' is given as a role note rather than a fuller action set.

3 / 5

Completeness

Explicitly answers both 'what' (给单篇稿子打 rubric 分) and 'when' via concrete trigger phrases ('触发词:…'), so both halves are clearly present rather than merely implied.

5 / 5

Trigger Term Quality

Provides comprehensive natural trigger terms in two languages with synonyms as quoted user utterances — '打分这篇 [path]', 'score this [path]', '给这稿子打分', '先打分看看' — covering how a user would actually invoke it.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche — single-draft lightweight scoring — and is explicitly contrasted with cheat-predict, with distinct triggers, giving minimal overlap risk.

5 / 5

Total

18

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 3 suspicious

Warning

Total

13

/

16

Passed

Repository
XBuilderLAB/cheat-on-content
Reviewed

Table of Contents

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