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miloco-perception-digest

miloco-perception-digest 定时任务的内部步骤,仅由该任务调用。

53

Quality

59%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./plugins/skills/miloco-perception-digest/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

86%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 well-structured, actionable instruction skill: it specifies the exact command, file-naming, branching, and output format with concrete examples, and encodes non-obvious domain rules (merge boundaries, identity handling, discard list). Its only mild gaps are a few trimmable explanatory sentences and the absence of a validate->fix->retry loop.

DimensionReasoningScore

Conciseness

The body is lean, gives concrete commands and a compact output format, and avoids explaining concepts Claude already knows; the 记录原则 prose is domain-specific (merge/identity/discard rules) and mostly earns its tokens, fitting 'Efficient; minor instances of over-explanation that could be trimmed'; not 5 because a few explanatory sentences could still be tightened.

4 / 5

Actionability

It gives an exact command (`miloco-cli perceive logs --jsonl`), exact file-naming with date format, explicit create-vs-append branching, and concrete copy-paste-ready line examples covering common cases (cooking, working, leaving), matching 'Fully executable; copy-paste ready; specific examples cover the common cases'.

5 / 5

Workflow Clarity

A clear numbered 4-step sequence with explicit checkpoints (empty/error logs -> exit; all-discardable -> exit; file-exists branch) fits 'Clear sequence with most checkpoints present; minor validation gaps'; the destructive/batch cap at 3 does not apply because validation is present, but no validate->fix->retry feedback loop pushes it to 4 rather than 5.

4 / 5

Progressive Disclosure

This is a single-purpose skill under 50 lines with no external references needed; it is organized into well-signaled sections (执行步骤, 记录原则, 输出格式), so per the simple-skills scoring note progressive disclosure can score 5 with just well-organized sections.

5 / 5

Total

18

/

20

Passed

Description

32%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 narrow and non-conflicting but fails as a standalone trigger: it states only that this is an internal step of a cron task, with no concrete capability and no positive 'use when' guidance. It reads as an internal coupling note rather than a discoverable skill description.

Suggestions

State the concrete capability, e.g. 'Compresses raw perception logs into a concise daily memory digest'.

Add a positive trigger clause, e.g. 'Use when the miloco-perception-digest cron runs and new perception logs need summarizing'.

Avoid framing it purely as an internal step; describe what it does so it is intelligible outside its caller.

DimensionReasoningScore

Specificity

The description names the domain ("miloco-perception-digest 定时任务") but states only that it is an "内部步骤" with no concrete actions listed, matching the anchor 'Names the domain but actions are minimal or generic'; it does not reach 3 because no concrete capability (e.g. compress/summarize logs) is stated.

2 / 5

Completeness

It offers a vague 'what' ("内部步骤") and a constraint-style 'when' ("仅由该任务调用") rather than a positive 'Use when...' trigger, matching 'Has a vague what and no when'; the per-rubric cap for a missing explicit trigger guidance keeps it at 2 rather than 3.

2 / 5

Trigger Term Quality

It provides the technical cron-task name and "仅由该任务调用" but no natural phrases a user would actually say to invoke this skill, fitting 'One or two generic keywords; missing the natural phrases users say'; not 1 because a concrete domain keyword is present, not 3 because no common user-facing variations or synonyms exist.

2 / 5

Distinctiveness Conflict Risk

Binding the skill to one named cron task (miloco-perception-digest) gives it a clear niche with minimal overlap risk, fitting 'Mostly distinct; minor overlap risk'; not 5 because it lacks distinct positive triggers and is an internal-only step rather than a user-invoked skill.

4 / 5

Total

10

/

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
XiaoMi/xiaomi-miloco
Reviewed

Table of Contents

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