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agent-reach

只读读取各平台内容:搜索、读帖、看评论、取字幕、查行情和职位。 Use when 用户提到或贴出链接:小红书/xiaohongshu、B站/bilibili、Twitter/X、Reddit、 YouTube(字幕、转录)、GitHub、V2EX、雪球/股票行情、LinkedIn/Boss直聘 职位、 Instagram、Facebook、小宇宙播客;或说"帮我搜/看看/读一下这个链接"而自带网页搜索/读取不可用、失败或拿不到正文; 或要安装、加上/去掉某个平台、登录/退出、看状态、更新、卸载 Agent Reach。 不做:发帖、评论、点赞、私信等任何写操作;不替用户登录、不索要密码。 公开内容优先用 Agent 自带工具,Reach 补缺口。

80

Quality

100%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

100%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.

An exceptionally well-engineered skill body: lean rule-dense prose, executable commands with concrete examples, a complete error-recovery table with explicit stop conditions, and consent-gated destructive operations. The only artifact worth noting is the {{CHANNEL_TABLE}}/{{VERSION}} template placeholders, which are build-time substitutions compensated for by the instruction to consult `agent-reach channels` for the live action list.

DimensionReasoningScore

Conciseness

The body is telegraphic and every line instructs (e.g. "正文、评论、字幕分别核对是否已拿到;够了就直接回答,不装渠道、不登录") with zero explanation of concepts Claude already knows. It matches anchor 5 (lean, every token earns its place); anchor 4 would require trimmable over-explanation, and the only repetition (stop-rules echoed across error-table rows) keeps each row self-contained for mid-task lookup rather than padding.

5 / 5

Actionability

Fully executable guidance: a copy-paste example (`agent-reach xiaohongshu search "咖啡" --limit 5`), per-error remediation commands (`agent-reach add <渠道>`, `agent-reach configure <key>`, `agent-reach doctor --text`), and a user-intent-to-command mapping table. Anchor 5's 'specific examples cover the common cases' is met; the {{CHANNEL_TABLE}}/{{VERSION}} strings are build-time substitutions and the body routes uncertain cases to `agent-reach channels` for the authoritative action list, leaving no executable gap.

5 / 5

Workflow Clarity

The routing workflow has an explicit verification checkpoint ("正文、评论、字幕分别核对是否已拿到"), the 9-code error table provides feedback loops with explicit stop conditions ("不循环重试", "按 retry_after_seconds 等", "过一会儿…再试"), and destructive operations are gated (`agent-reach uninstall --dry-run` → user confirms → run; update only after consent). This matches anchor 5 (explicit validation steps, feedback loops for error recovery); anchor 4's 'minor validation gaps' is not met.

5 / 5

Progressive Disclosure

The ~105-line body stays an overview while delegating detail to three one-level-deep references, each verified to exist in the bundle and each with an explicit read-trigger: "用户要登录、退出、换账号,或遇到 NEED_LOGIN 时读它" (references/sessions.md), "用户问'能查什么/查得全吗'或要判断结果完整度时读它" (references/capabilities.md), and "更新失败、浏览器起不来或要卸载时读它" (references/maintenance.md). None of the three references points to further files, so navigation is exactly one level deep — anchor 5.

5 / 5

Total

20

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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.

An exemplary description: it states concrete read-only capabilities, gives explicit and varied 'Use when' triggers with platform synonyms and natural user phrasings, declares non-goals, and explicitly defers to built-in tools to avoid conflict. Platform-level capability nuances (e.g. which platforms lack a unified comments action) are properly delegated to the skill's references rather than over-claimed here.

DimensionReasoningScore

Specificity

Quotes a dozen concrete actions: "只读读取各平台内容:搜索、读帖、看评论、取字幕、查行情和职位" plus management verbs "安装、加上/去掉某个平台、登录/退出、看状态、更新、卸载". This matches the anchor-5 example (multiple specific concrete actions, comprehensive coverage); anchor 4 would require minor gaps, but content fetching, triggering, and lifecycle management are all covered. Voice is third person ("只读读取…", "用户提到…"), so no pronoun penalty applies.

5 / 5

Completeness

Explicitly answers what ("只读读取各平台内容:搜索、读帖、看评论、取字幕、查行情和职位") and when with three concrete trigger scenarios ("Use when 用户提到或贴出链接…", fallback failure, and management requests), plus explicit non-goals ("不做:发帖、评论、点赞、私信等任何写操作"). Clearly anchor 5; anchor 4's weaker 'when' does not apply since triggers are explicit and varied.

5 / 5

Trigger Term Quality

Includes platform synonyms "小红书/xiaohongshu、B站/bilibili、Twitter/X、雪球/股票行情、LinkedIn/Boss直聘", natural user phrasings ("帮我搜/看看/读一下这个链接"), and a fallback condition ("自带网页搜索/读取不可用、失败或拿不到正文"). Coverage with synonyms matches anchor 5; anchor 4 would need meaningful natural terms missing, and none are.

5 / 5

Distinctiveness Conflict Risk

Clear read-only multi-platform niche with distinct triggers, and the explicit precedence rule "公开内容优先用 Agent 自带工具,Reach 补缺口" minimizes conflict with built-in web-search skills. Anchor 5 (clear niche, minimal conflict risk) fits; anchor 4's overlap concern is directly defused by that precedence statement.

5 / 5

Total

20

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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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

Panniantong/Agent-Reach

Path

agent_reach/skill/SKILL.md

Reviewed

Table of Contents

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