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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。

66

Quality

78%

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

100%

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 tight, highly actionable instruction skill: concrete commands, exact file/format specs, explicit early-exit checkpoints, and clean sectioning. It assumes Claude's competence and wastes few tokens.

DimensionReasoningScore

Conciseness

The body is lean and assumes competence: it gives the exact CLI command, file-path format, and output schema without explaining what perception logs are or how the system works. Even the philosophical prose ("宁可少写、写准,也不要流水账") earns its place by shaping output decisions, matching 'lean and efficient; every token earns its place' rather than the padded score-2 example.

3 / 3

Actionability

It provides a concrete executable command (`miloco-cli perceive logs --jsonl`), an exact target path pattern (`memory/<YYYY-MM-DD>-miloco-perception.md`), a precise per-line output format, and worked examples — fully executable and copy-paste ready, matching the score-3 anchor.

3 / 3

Workflow Clarity

Steps 1–4 are clearly sequenced with an explicit validation checkpoint (step 2: '若返回 No logs found 或命令失败 → 直接结束,不写入') and concrete create-vs-append branching plus dedup/format guards. Although there is no post-write verify loop, the append operation is non-destructive and the early-exit guard plus format checklist satisfy 'clear sequence with explicit validation steps'; it is not the score-2 case of missing checkpoints.

3 / 3

Progressive Disclosure

The skill is under 50 lines with no external references needed, and the body is organized into clearly labeled sections (执行步骤, 记录原则, 输出格式). Per the guideline, a simple sub-50-line skill with no need for external references scores 3 with just well-organized sections; no bundle files exist to verify.

3 / 3

Total

12

/

12

Passed

Description

57%

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 highly distinctive and gives an explicit invocation trigger, but it fails to state what the skill actually does, leaving its core capability unstated. Specificity and trigger coverage are therefore moderate.

Suggestions

Add a brief clause stating the concrete action, e.g. '把增量感知日志压缩成精简的当日感知记忆并追加写入当日文件'.

Include one or two natural trigger terms users/the task would reference (e.g. 'perception logs', '感知日志摘要') alongside the task name.

Keep the distinctive single-caller note, but pair it with the 'what' so both halves of completeness are satisfied.

DimensionReasoningScore

Specificity

The description names a concrete domain ("miloco-perception-digest 定时任务") and characterizes the skill as an "内部步骤" (internal step), but it lists no concrete actions at all — it never states what the step actually does (compressing perception logs into a daily memory). This matches the 'names domain and some actions, but not comprehensive' anchor and falls short of score 3's 'multiple specific concrete actions'.

2 / 3

Completeness

It answers 'when' explicitly via "仅由该任务调用" (only invoked by that task), but it does not answer 'what' — the action performed is never stated. Per the guideline a missing 'what' weakens completeness, so this caps at 2 rather than the explicit what+what-when of score 3, but is above score 1 because the trigger guidance is explicit rather than absent.

2 / 3

Trigger Term Quality

The single trigger term is the task name "miloco-perception-digest" plus "定时任务" (cron task); it is the relevant keyword for this internal skill but offers no common variations or natural phrasings, matching 'some relevant keywords but missing common variations' rather than the broad coverage of score 3.

2 / 3

Distinctiveness Conflict Risk

The skill is tied to a single uniquely-named internal cron task ("miloco-perception-digest") with an explicit single-caller constraint, giving it a clear niche that is very unlikely to trigger for the wrong skill — matching the 'clear niche with distinct triggers; unlikely to conflict' anchor.

3 / 3

Total

9

/

12

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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