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practice-cognition

实践认识论:把方案、假说或判断放回实践中检验,按「实践 → 认识 → 再实践」螺旋迭代,并在开始前写明循环终止条件。当你提出了假说要验证、一次尝试失败要复盘再来、发现自己只想不做或只做不想时触发;一次性输出、答案可直接查阅、还没形成假说(先调查)时不触发。 English: Practice-cognition loop. Test a hypothesis or plan in practice, learn from the result, and iterate in a rising spiral with an explicit stop condition. Trigger when a plan needs validation, an attempt failed and must be retried, or you notice thinking without doing (or doing without thinking); skip for one-shot outputs, lookup questions, or before any hypothesis exists.

Quality

81%

Does it follow best practices?

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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.

A well-organized, lean instruction skill with an excellent sequenced workflow that includes explicit validation and a retry feedback loop. Its main defect is a dangling reference to original-texts.md that has no corresponding file in the bundle.

Suggestions

Create original-texts.md in the bundle (e.g., under references/) containing the source texts, or remove the dangling link if no source-text file is intended.

If original-texts.md is added, place it one level deep and keep the existing single clearly-signaled pointer at the bottom of the body.

Consider trimming the opening 《实践论》 blockquote or moving it into original-texts.md to make the body even leaner.

DimensionReasoningScore

Conciseness

The body is lean and sectioned with tight bullet lists, an output template, and discipline rules, assuming Claude's competence; the only mild extra is the opening 《实践论》 blockquote which is borderline decoration rather than padding of known concepts.

4 / 5

Actionability

It provides a copy-paste-ready output template and a concrete falsifiable-hypothesis format ('我的假说是:……。如果成立,应能观察到 ……;如果不成立,会看到 ……'), giving mostly executable guidance with only minor gaps for an instruction-only skill.

4 / 5

Workflow Clarity

The procedure is a clearly sequenced steps 0–4 with an explicit validation checkpoint ('判定:成立 / 不成立 / 部分成立'), a retry feedback loop ('不成立 → 修正假说回到第 1 步'), and a termination gate ('不写终止条件不得开始循环'), matching the top anchor.

5 / 5

Progressive Disclosure

The body is a single self-contained file with clean sections and one clearly signaled one-level-deep reference, but that reference ('原著依据:original-texts.md') does not exist in the bundle (no references/ directory, no original-texts.md present), so navigation does not resolve.

3 / 5

Total

16

/

20

Passed

Description

78%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, well-structured bilingual description that clearly states both capability and explicit trigger/skip conditions in third-person imperative voice. Its only weakness is that the described actions are conceptual rather than concrete, slightly capping specificity.

DimensionReasoningScore

Specificity

Names the domain and several actions ('Test a hypothesis or plan in practice, learn from the result, and iterate in a rising spiral with an explicit stop condition'), but the actions are conceptual/methodological rather than concrete tool-level operations, so coverage is not comprehensive.

3 / 5

Completeness

It explicitly answers both 'what' (practice-cognition loop: test, learn, iterate with stop condition) and 'when' ('Trigger when...') with concrete trigger phrases and an explicit skip clause, matching the top anchor.

5 / 5

Trigger Term Quality

Natural trigger phrases a user would voice are present ('a plan needs validation', 'an attempt failed and must be retried', 'thinking without doing (or doing without thinking)') plus skip conditions ('one-shot outputs, lookup questions'), giving good keyword coverage with only a few synonyms missing.

4 / 5

Distinctiveness Conflict Risk

It carves a clear, unusual niche (dialectical practice-cognition epistemology) with specific triggers and explicit skip guidance, with only minor overlap risk against closely related sibling skills like investigation-first or general debugging retries.

4 / 5

Total

16

/

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/practice-cognition/SKILL.md

Reviewed

Table of Contents

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