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Agent Skill · 研究检索

skills-pager(技能寻呼机)

skills-pager 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

skills-pager 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 22,802。

总安装 4,450周安装 180GitHub Stars 公开资料未说明下载 1,397核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:skills-pager(技能寻呼机)
来源仓库:https://github.com/haoh51918-lgtm/skills-pager
安装命令:
openclaw skills install skills-pager
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install skills-pager

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

为大型或多文件技能提供紧凑导航索引,便于快速定位内容。适合在 OpenClaw 中处理复杂技能文档时减少信息过载。支持按需加载部分内容,提高阅读效率。安装前需确认目标技能的文档结构。skills-pager 属于研究检索类 Skill,可作为该场景下的辅助能力补充。建议配合分层目录使用以获得更好效果。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install skills-pager;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

skills-pager 怎么安装?

在终端执行 openclaw skills install skills-pager。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

skills-pager 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

skills-pager 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

skills-pager 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

skills-pager 用的人多吗?

公开数据是累计安装 4,450 次,近一周安装 180 次,下载 1,397 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

skills-pager 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
skills-pager

技能寻呼机 · 本页

4,450—只读MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
skills-pager
description
>-

Skills Pager

Any skill over about 100 lines costs real context whether you need the whole thing or just one section. Skills Pager builds a compact index.md after your first deep read of a large skill, so the next time — or even two turns later in the same session — you can jump straight to the section you need without burning context on the parts you don't.

If .skill-index/skills/<skill-id>/index.md already exists for a skill you are about to read, start there. It is shorter than the source and tells you exactly which sections to load for the current task.

One Job

Create or reuse a single working file at .skill-index/skills/<skill-id>/index.md for one target skill at a time.

This is an efficiency tool, not filing work. The source stays authoritative. The index exists so you can jump back to the right section faster, load less source, and spend more of your context on actual reasoning instead of rediscovering structure you already understood once.

Quick Check

When a skill you need is roughly 100 lines or more:

  1. Does .skill-index/skills/<skill-id>/index.md already exist?
  2. Yes → read the index first, load only the source sections it points to, then answer.
  3. No → read the source and answer the task first. After answering, build the index so the next encounter can skip the full reread.

Current Target Skill

Paging works on one target skill at a time.

Pick the current target as the skill that owns the section, protocol, or phase you need to answer next. If several skills appear in the same request, do not widen the index to cover all of them at once. Handle the first target you actually need, then repeat for the next target only if the task still needs it.

When .skill-index/skills/<skill-id>/index.md is missing for the current target, that absence is not only a status check — the missing index is the next piece of work for that target once the user's question is answered.

When It Helps

Use this skill when:

  • you are about to read a SKILL.md that is 100+ lines but only need one section of it
  • you just deeply read a big skill and will probably need parts of it again later
  • a request names specific parts across multiple large skills
  • you notice yourself rereading the same source regions across turns
  • important detail is split across SKILL.md, references/, or pre-split section files
  • a fresh session or handoff would likely need the same entry points again

These skill shapes often benefit from paging:

  • workflow skills with distinct phases
  • policy-heavy skills with buried rules
  • multi-file skills where the real detail lives in references/
  • skills whose useful content is split across many files

You usually do not need paging when:

  • the skill is short or flat enough to scan directly
  • the source is small enough that an index would add ceremony without improving re-entry

A narrow request can still be the right trigger for building the index when the underlying skill is substantial.

What Mapped Means Here

A skill is treated as mapped in this workspace when .skill-index/skills/<skill-id>/index.md exists with useful content.

That single working file should cover:

  • what the skill is for
  • when a session should start there
  • the main routes or topics worth re-entering
  • the important sources that shaped the index
  • the precise return points that later sessions should not have to rediscover

Later growth can add changes.md, but the first useful pass should leave one complete working file rather than several partial placeholders.

Where It Lives

Write pager files in the workspace root, not inside the skill source and not inside memory files:

.skill-index/
  registry.json
  skills/
    <skill-id>/
      index.md
      changes.md  # optional later

If .skill-index/skills/<skill-id>/index.md does not exist yet, treat the skill as unmapped in this workspace.

Quick Start

This skill includes a companion scaffold script at scripts/create-skills-pager-map.js.

Resolve that path relative to the installed skills-pager directory. If this skill is installed under skills/skills-pager/, a workspace-root command typically looks like:

node skills/skills-pager/scripts/create-skills-pager-map.js \
  --skill-id <target-skill-id> \
  --source <target-skill-path> \
  --source <reference-or-section-path-if-used> \
  --page <major-route-or-topic> \
  --page <another-major-route-or-topic>

Use the script to draft the single-file index quickly. It is mechanical help only. Decide the route set from source first, then replace the placeholders with real content before treating the index as usable.

Workflow

If the Index Already Exists (Reuse Path)

  1. Read .skill-index/skills/<skill-id>/index.md.
  2. Pick the route note that matches the current task.
  3. Load only the source sections it points to.
  4. Verify from source as needed.
  5. If the index proves weak or stale, update it and optionally add changes.md.

If No Index Exists Yet (Creation Path)

  1. Read the target skill's source and answer the user's question first.
  2. After answering, check whether the skill was substantial enough to justify an index.
  3. If yes, read references/initial-mapping.md for the mapping workflow.
  4. Read references/map-layout.md for the index file structure.
  5. Read enough source to understand the skill's main routes beyond today's narrow request.
  6. If the workspace already has section files, appendices, or notes that expose useful source regions, use them as inputs.
  7. Run the companion script scripts/create-skills-pager-map.js using the installed skill-local path.
  8. Replace the scaffold placeholders in index.md so the file covers the target skill's main route set.
  9. The next session or turn that needs this skill will start from the index.

A reliable mental model:

  • answer the user's question using the source directly
  • then ask: was that skill big enough that a future session would benefit from a shortcut?
  • if yes, build the index while the understanding is fresh
  • the durable output is the working file on disk, not only a chat summary

Multi-Skill Requests

If the task names several large skills:

  1. Pick the first target you need to answer now.
  2. Check its index state and follow the matching path above.
  3. Answer the part of the task that depends on it.
  4. Move to the next target only if the request still needs it.
  5. Keep each index under its own .skill-index/skills/<skill-id>/ directory.

Reuse

  1. Read index.md.
  2. Use that file to recover scope, route choices, and likely source jumps.
  3. Decide whether the current task needs only a quick source check, a focused source read, or a wider reread.
  4. Re-read the amount of source needed for the current detail level before relying on consequential instructions.
  5. If the index proves weak or stale, update it and optionally record why in changes.md.

The index lowers re-entry cost. It does not replace source verification for consequential detail, but it often replaces blind source-first re-entry as the default starting point.

Keep It Simple

  • source is the authority
  • .skill-index/ is navigation, not memory
  • first encounter: answer first, build the index after
  • later encounters: check the index first, load only what you need
  • later reuse starts by reading the index file
  • one target skill at a time
  • depth can grow later if repeated reuse proves it helpful

Boundaries

Keep .skill-index/ separate from:

  • MEMORY.md
  • SESSION-STATE.md
  • memory/YYYY-MM-DD.md
  • vector memory such as memory_store / memory_recall

A pager index stores navigation knowledge about skill sources. It should not store task outcomes, user preferences, or conversation history.

Read These References When

平台分布

OpenClaw

73.19%
按下载量换算1,022

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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