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agent-reach

MUST USE when user wants to 调研/research/搜索/search/查/找/look up anything on the internet — e.g. 全网调研 X / 帮我调研一下 X / 查一下 X / 搜搜 X / 看看大家怎么评价 X / X 上有什么讨论 / research this topic。 Also MUST USE when user mentions any platform or shares any URL/链接: 小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, Reddit, Facebook, Instagram, V2EX, LinkedIn/领英/招聘/求职/jobs, YouTube, GitHub code search, 小宇宙播客, 雪球/股票行情, RSS feeds, or any web URL. 15 platforms, multi-backend routing (OpenCLI / per-platform CLIs / APIs). Zero config for 6 channels. Run `agent-reach doctor --json` to see which backend serves each platform right now. NOT for: 写报告/数据分析/翻译等内容加工(本 skill 只负责从互联网获取内容); 发帖/评论/点赞等写操作;已有专门 skill 的平台(先用专门 skill)。 【路由方式】SKILL.md 包含路由表和常用命令,复杂场景需按需阅读对应分类的 references/*.md。 分类:search / social (小红书/推特/B站/V2EX/Reddit/Facebook/Instagram) / career(LinkedIn) / dev(github) / web(网页/文章/RSS) / video(YouTube/B站/播客) / finance(雪球/股票)。

74

Quality

93%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

A well-structured routing skill body with executable commands, an explicit doctor-based validation workflow, and clean one-level-deep progressive disclosure into category references. It loses a little on conciseness and inline workflow detail, but is highly actionable.

Suggestions

Tighten the 常驻规则 prose into terser bullet directives to reduce token cost without losing the workflow.

Inline the first step of each platform's retry/failure chain (or name it explicitly) instead of deferring entirely to references/*.md, so the SKILL.md workflow is self-contained for common failures.

DimensionReasoningScore

Conciseness

Mostly lean and action-oriented with no concept padding, but a few prose asides (Twitter cookie handling, 小红书 login note, the check-update reminder) could be trimmed slightly. Not a 5 because the 常驻规则 section is somewhat discursive rather than maximally terse.

4 / 5

Actionability

Copy-paste-ready executable commands throughout (mcporter, curl, gh, yt-dlp, opencli, bili, twitter) with inline comments and per-platform coverage matching the common cases.

5 / 5

Workflow Clarity

Clear sequence (doctor --json → declare backend → retry chain → combine → check-update) with an explicit validation checkpoint (active_backend value/null semantics) and a feedback loop; not a 5 because some error handling defers to 'see references' rather than stating the retry chain inline.

4 / 5

Progressive Disclosure

SKILL.md is a concise overview with a routing table pointing one level deep to 7 real references/*.md files, each mapped to a category; bulk content (e.g. social.md at 301 lines) is correctly kept in references with clear navigation.

5 / 5

Total

18

/

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.

A strong, trigger-rich description that explicitly covers what the skill does, when to use it with concrete bilingual phrases, and where its boundaries lie. It is comprehensive on capabilities and synonyms while remaining tightly scoped to internet content retrieval.

DimensionReasoningScore

Specificity

Names the domain (15-platform internet content retrieval) and multiple concrete capabilities — multi-backend routing (OpenCLI/per-platform CLIs/APIs), `doctor --json`, zero-config channels — giving comprehensive coverage of specific actions rather than vague language.

5 / 5

Completeness

Explicitly answers both 'what' (internet content retrieval with multi-backend routing) and 'when' (concrete 'MUST USE when...' trigger phrases) with an explicit 'NOT for' boundary, matching the top anchor.

5 / 5

Trigger Term Quality

Comprehensive natural trigger phrases in both Chinese and English (调研/research/搜索/search/查/找/look up) plus platform names with many synonyms (小红书/xiaohongshu/xhs, Twitter/推特/X, B站/bilibili, LinkedIn/领英/招聘/求职/jobs) that users would naturally say.

5 / 5

Distinctiveness Conflict Risk

Clear niche (internet content retrieval routing across named platforms) with distinct triggers and an explicit 'NOT for' exclusion list, minimizing overlap with adjacent skills.

5 / 5

Total

20

/

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
Panniantong/Agent-Reach
Reviewed

Table of Contents

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