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guardian-retrospective

Guardian 复盘分析,检测偏差信号和行为模式

55

Quality

62%

Does it follow best practices?

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SecuritybySnyk

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tessl review fix ./skills/guardian-retrospective/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 body is a lean, well-structured, instruction-style skill with concrete analysis requirements, a complete output schema, and explicit quality constraints. It is close to fully actionable with only minor gaps in execution detail and no need for external references.

Suggestions

Specify how derived fields are computed (e.g., success_rate numerator/denominator) to close the remaining actionability gaps.

Add a brief validation step in the workflow (e.g., 'verify every reported pattern meets confidence >= 0.5 and sample >= 3 before output') to make the existing constraints an explicit checkpoint.

DimensionReasoningScore

Conciseness

The body is efficient with no concept over-explanation — task, inputs, four analysis points, an output schema, and constraints each earn their place. It is not a 5 because the 任务 section mildly restates items later enumerated in 分析要求, a small trim opportunity; not a 3 because there is no padded or unnecessary explanation.

4 / 5

Actionability

As an instruction-only skill it gives concrete, actionable guidance: four specific analyses and a complete JSON output template with field types and example values (success_rate: 0.85, confidence: 0.9), so absent code is not penalized. It is not a 5 because some details are underspecified (how success_rate is computed, what enumerates as '偏差类型'), leaving minor gaps.

4 / 5

Workflow Clarity

The flow is clearly sequenced (inputs → analyses → output schema → constraints), and the 注意 rules (confidence < 0.5, >= 3 samples, evidence required) act as quality checkpoints on the output. It is not a 5 because there is no explicit validate-then-proceed feedback loop, and not a 3 because the constraints provide explicit gates rather than implicit ones.

4 / 5

Progressive Disclosure

The skill is self-contained with no bundle files and is well-organized into clear labeled sections (任务, 输入, 分析要求, 输出格式, 注意) with no nested references. It is not a 5 because the body is slightly over the ~50-line simple-skill threshold and the JSON schema block could arguably live in a reference file; not a 3 because structure is good and content is appropriately placed.

4 / 5

Total

16

/

20

Passed

Description

50%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 states a clear purpose with a couple of concrete actions but is terse, lacking any 'Use when...' trigger guidance and offering limited keyword variety. It is adequate but generic enough to risk overlap with other analysis skills.

Suggestions

Add an explicit 'Use when...' trigger clause (e.g., 'Use when reviewing Guardian event logs, detecting behavioral deviations, or analyzing recurring patterns') to raise completeness and distinctiveness.

Broaden trigger terms with synonyms/extensions users might say (e.g., '复盘/retrospective', '偏差/deviation', '行为模式/behavior patterns', '事件日志') to improve trigger-term coverage.

List 1-2 more concrete actions (e.g., '统计任务成功率', '识别最佳执行时段') to move specificity toward comprehensive coverage.

DimensionReasoningScore

Specificity

The description names the domain ('Guardian 复盘分析') and 1-2 concrete actions ('检测偏差信号和行为模式' = detect deviation signals and behavior patterns), matching the 'names domain and 1-2 concrete actions' anchor. It is not a 4 because it does not list several specific actions, and not a 2 because the actions are concrete rather than minimal/generic.

3 / 5

Completeness

There is a clear 'what' (Guardian retrospective analysis detecting deviation signals and behavior patterns) but no 'Use when...' or equivalent trigger clause, so per the guideline a missing trigger clause caps completeness at 3. It is not a 4 because 'when' is entirely absent rather than weakly present, and not a 2 because the 'what' is clear rather than vague.

3 / 5

Trigger Term Quality

It includes relevant domain keywords a user might say ('复盘', '偏差信号', '行为模式'), but misses common variations or synonyms and lacks natural trigger phrasing, fitting the 'some relevant keywords but missing common variations or synonyms' anchor. Not a 4 because keyword coverage is thin with no synonyms/extensions; not a 2 because the terms are domain-relevant rather than purely generic.

3 / 5

Distinctiveness Conflict Risk

The 'Guardian' prefix gives it a named niche, but the analysis/review language ('复盘分析', '偏差信号') could still overlap with other analytics or review skills, fitting 'somewhat specific but could still overlap with similar skills'. Not a 4 because no distinct trigger phrases reinforce the niche, and not a 2 because the Guardian qualifier keeps it above purely broad overlap.

3 / 5

Total

12

/

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.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
ooooooooooooooooooop/ai_life_os
Reviewed

Table of Contents

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