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mass-line

群众路线:从持有真实情况的多方(用户、使用者、代码库、日志、运行结果)收集分散意见,系统化为方案,再带回去对齐与检验,循环改进。当多方意见分歧、需要汇总零散反馈、方案要拿回给真实使用者确认、或你发觉自己在闭门造车时触发;信息源单一且完整、处于执行阶段时不触发。 English: Mass line. Collect scattered input from everyone who holds ground truth (users, operators, codebase, logs, runtime results), synthesize it into a coherent plan, take it back for alignment and validation, and iterate. Trigger when inputs conflict, feedback must be consolidated, a plan needs sign-off from real users, or you sense you are designing in isolation; skip when there is a single complete source and the work is pure execution.

Quality

85%

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

77%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 body is concise, actionable, and has a clear workflow with validation loops, but its one external reference (original-texts.md) is missing from the bundle, hurting progressive disclosure.

Suggestions

Either add original-texts.md (and any referenced materials) to a references/ directory or remove the dangling [original-texts.md](original-texts.md) link so references resolve to real files.

Move the cited source quotation and original-text basis into a clearly signaled one-level-deep reference file, keeping SKILL.md as a concise overview.

Consider splitting the discipline and 交接 sections into their own reference if the skill grows, to keep the main body an overview.

DimensionReasoningScore

Conciseness

Lean and well-structured with no padding of concepts Claude already knows; only minor instances (the explanatory mapping table) could be trimmed further, so it sits just below the leanest anchor.

4 / 5

Actionability

Provides a concrete six-step procedure and a fill-in output template with specific fields, but the guidance is procedural rather than copy-paste executable, leaving minor gaps.

4 / 5

Workflow Clarity

A clearly sequenced multi-step process (列信息源 → 收集 → 集中 → 返回 → 检验 → 再来一轮) with explicit validation checkpoints and a feedback loop ('再来一轮,直到没有新的重要分歧').

5 / 5

Progressive Disclosure

Structure is reasonable, but the body references original-texts.md which does not exist in the bundle, and there is no references/ directory — a dangling, mis-signaled reference prevents a higher score.

3 / 5

Total

16

/

20

Passed

Description

87%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 strong: concrete actions, explicit trigger/skip guidance, and clear distinctiveness from sibling skills. It reads naturally as something a user would say when needing this skill.

DimensionReasoningScore

Specificity

Lists several concrete actions — 'collect scattered input', 'synthesize it into a coherent plan', 'take it back for alignment and validation', 'iterate' — with only minor coverage gaps, matching the 'several specific actions' anchor.

4 / 5

Completeness

Explicitly answers both 'what' (collect, synthesize, take back, validate, iterate) and 'when' via a concrete 'Trigger when... skip when...' clause with concrete trigger phrases.

5 / 5

Trigger Term Quality

Includes natural trigger phrases users would say ('inputs conflict', 'feedback must be consolidated', 'needs sign-off from real users', 'designing in isolation') with good coverage, though a few common synonyms are missing.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (multi-source synthesis plus return-validation) and explicitly distinguishes itself from the related investigation-first skill, giving it minimal conflict risk.

5 / 5

Total

18

/

20

Passed

Validation

93%

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

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 missing

Warning

Total

15

/

16

Passed

Repository

HughYau/qiushi-skill

Path

skills/mass-line/SKILL.md

Reviewed

Table of Contents

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