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miloco-miot-identity-register

家庭成员身份注册主流程。**用户表达「想让系统认识/记住/录入某个人」的意图就触发本 SKILL,不要求出现"注册/登记"字面词**——包括上传图/视频指明某人是谁、回应 `[感知引擎]` 陌生人推送、说"建档案/录入家人/记下样子"、指认摄像头里某人身份、从近期陌生人记录里挑人建档、撤销注册、查看某人样本。覆盖"上传图/视频"与"从摄像头挑人"两条通路,所有路径需用户确认才入库。仅改 person 行(改名/删人,不涉及样本)走 miloco-miot-identity。

76

Quality

96%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Critical

Do not install without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

92%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 thorough, highly actionable workflow document with executable commands, explicit validation checkpoints, and well-organized one-level references. Its only weakness is length: several constraints are intentionally restated across steps, adding tokens that could be tightened without losing clarity.

Suggestions

Consolidate the repeated user-confirmation-before-commit rule: state it once in 约束 1 and reference it from 第三步/第四步/第五步 rather than re-explaining in each step.

Factor the name/role independence rule (from 2.2) into a single shared note referenced by 5.1 and 5.2 instead of restating the full rule in each commit branch.

Consider moving the large 异常处理 table (about 20 rows) into a reference file and keeping only the most common status_preview cases inline, reducing the SKILL.md footprint.

DimensionReasoningScore

Conciseness

Mostly efficient — dense tables, command blocks, and field listings with little padding — but at ~560 lines several constraints (user-confirmation-before-commit, name/role independence) are restated across multiple steps, which could be consolidated. Notably above the midpoint because the prose that exists is domain-specific rationale rather than concepts Claude already knows.

4 / 5

Actionability

Fully executable, copy-paste-ready CLI commands with exact flags (e.g. 'miloco-cli identity register preview --images ... --topk 5 --save-montage ... --pretty'), documented return fields, and concrete first-round text templates covering the common cases.

5 / 5

Workflow Clarity

A clearly sequenced 5-step pipeline with an explicit two-stage preview→confirm validation checkpoint (约束 1), per-step hard constraints, and a thorough exception-handling table providing fix→retry feedback loops for the destructive/batch register operation.

5 / 5

Progressive Disclosure

SKILL.md is a well-structured overview that points to three real one-level-deep references — name-parsing.md, examples.md, extras.md — each clearly signaled for when to read it, with content appropriately split (core workflow inline, examples/extras/edge-rules external).

5 / 5

Total

19

/

20

Passed

Description

100%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 exemplary: concrete actions, comprehensive natural trigger terms, explicit what/when guidance, and a clear boundary against a related skill, all in third person. It is concise yet complete with no fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — '上传图/视频指明某人是谁', '回应 [感知引擎] 陌生人推送', '建档案/录入家人/记下样子', '指认摄像头里某人身份', '从近期陌生人记录里挑人建档', '撤销注册', '查看某人样本' — giving comprehensive coverage of the skill's capabilities.

5 / 5

Completeness

Explicitly answers both 'what' (家庭成员身份注册主流程, covering two pathways) and 'when' ('用户表达「想让系统认识/记住/录入某个人」的意图就触发本 SKILL') with concrete trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases including synonyms users actually say — '想让系统认识/记住/录入某个人', '建档案/录入家人/记下样子', '指认摄像头里某人身份' — and explicitly notes registration does not require the literal word '注册/登记'.

5 / 5

Distinctiveness Conflict Risk

Clear niche with distinct triggers and an explicit boundary clause — '仅改 person 行(改名/删人,不涉及样本)走 miloco-miot-identity' — minimizing conflict with the sibling identity skill.

5 / 5

Total

20

/

20

Passed

Validation

81%

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

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (573 lines); consider splitting into references/ and linking

Warning

metadata_field

'metadata' should map string keys to string values

Warning

relative_links

Relative link issues: 1 missing

Warning

Total

13

/

16

Passed

Repository
XiaoMi/xiaomi-miloco
Reviewed

Table of Contents

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