Token导航 LogoToken导航

Agent Skill · 研究检索

scope-sentinel(范围哨兵)

scope-sentinel 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。

scope-sentinel 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;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 14,845。

总安装 8,256周安装 351GitHub Stars 公开资料未说明下载 2,892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:scope-sentinel(范围哨兵)
来源仓库:https://github.com/jcools1977/scope-sentinel
安装命令:
openclaw skills install scope-sentinel
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 scope-sentinel

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。

scope-sentinel 监控任务执行过程,检测偏离目标的行为并提供路径修正建议。适用于 OpenClaw 中需要保持任务聚焦、防止无效操作或重新规划流程的场景。通过实时分析 Agent 行为日志,该技能可主动提示异常并推荐优化方向。需确认其是否记录敏感操作历史,并评估对系统性能的影响。

相当于编码层的 GPS 重计算功能,提升任务执行精准度。

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 scope-sentinel;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

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

scope-sentinel 怎么安装?

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

scope-sentinel 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。

scope-sentinel 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

scope-sentinel 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。

scope-sentinel 用的人多吗?

公开数据是累计安装 8,256 次,近一周安装 351 次,下载 2,892 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。

scope-sentinel 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。

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
scope-sentinel

范围哨兵 · 本页

8,256—需要联网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
scope-sentinel
version
1.0.0
description
>
author
J. DeVere Cooley
category
everyday-tools
tags
metadata
openclaw
emoji
🎯
os
["darwin", "linux", "win32"]
cost
free
requires_api
false
tags

Scope Sentinel

"The most expensive line of code is the one you didn't need to write. The most expensive refactor is the one you started 'while you were in there.'"

What It Does

You sit down to fix a bug in the checkout flow. Two hours later you've reformatted the auth module, added types to three utility files, renamed a database column, and upgraded a dependency. The bug? Still there.

Scope Sentinel watches what you're *actually doing* and compares it to what you *said* you'd do. When the delta grows too large, it intervenes — not to stop you, but to make the drift *visible* so you can choose consciously.

The Drift Model

Scope Definition

At the start of a task, your scope is defined by:

SCOPE ANCHOR:
├── Task statement: "Fix checkout failing for international addresses"
├── Target files: src/checkout/address.ts, src/checkout/validation.ts
├── Target behavior: International addresses should pass validation
├── Branch name: fix/international-address-checkout
└── Estimated files to touch: 2-4

Drift Detection

As you work, every file modification is classified:

ClassificationDescriptionExample
On-scopeDirectly addresses the stated taskFixing the address validation regex
AdjacentRelated to the task, reasonable to includeUpdating the test for address validation
TangentialSame area of code but different concernAdding types to the checkout module
DriftDifferent area, different concernRefactoring the auth module
Rabbit holeDeep change triggered by a discovery during on-scope workUpgrading a dependency because you noticed it was outdated

The Drift Gradient

ON-SCOPE ──── ADJACENT ──── TANGENTIAL ──── DRIFT ──── RABBIT HOLE
   ✓              ✓             ⚠             🔴           🕳️
 "This is       "This is      "This is      "This is     "What year
  the fix"      part of       related but    a different   is it?"
                 the fix"     not the fix"   task"

How It Works

Phase 1: ANCHOR
├── Capture the task statement (from branch name, commit message, or explicit declaration)
├── Identify the target area of the codebase
├── Establish the scope boundary (files, modules, behaviors)
└── Set drift tolerance (tight, normal, or exploratory)

Phase 2: MONITOR
├── For every file modification, classify:
│   ├── Is this file in the target area?
│   ├── Does this change relate to the stated task?
│   ├── Is this change necessary for the task to succeed?
│   └── Would this change make sense as a separate commit/PR?
├── Track accumulated drift:
│   ├── Files touched outside scope
│   ├── Lines changed outside scope
│   └── Time spent outside scope
└── Track scope expansion events (when you discover the task is bigger than expected)

Phase 3: ALERT
├── When drift accumulates past threshold:
│   ├── Name the drift ("You've started refactoring auth — this is unrelated to checkout")
│   ├── Quantify it ("4 files, 87 lines, ~25 minutes of off-scope work")
│   ├── Offer choices:
│   │   ├── STASH: Save off-scope changes for a separate task
│   │   ├── COMMIT SEPARATELY: Make a separate commit for the off-scope work
│   │   ├── EXPAND SCOPE: Acknowledge the scope grew (with justification)
│   │   └── CONTINUE: You're aware and choosing to continue
│   └── Log the decision for later review
└── Resume monitoring with updated scope (if expanded)

Phase 4: SESSION SUMMARY
├── At end of session, report:
│   ├── Time on-scope vs. time drifted
│   ├── Files changed on-scope vs. off-scope
│   ├── Drift events and how they were resolved
│   └── Suggested follow-up tasks for off-scope discoveries

Alert Format

╔══════════════════════════════════════════════════════════════╗
║              SCOPE SENTINEL: DRIFT DETECTED                 ║
╠══════════════════════════════════════════════════════════════╣
║                                                              ║
║  YOUR TASK: Fix checkout for international addresses         ║
║                                                              ║
║  DRIFT:                                                      ║
║  You've been modifying src/auth/middleware.ts for 18 minutes.║
║  This file is not related to checkout or address validation. ║
║                                                              ║
║  HOW YOU GOT HERE:                                           ║
║  checkout/address.ts → noticed untyped import                ║
║  → opened utils/types.ts to add types                        ║
║  → noticed auth/middleware.ts also uses these types           ║
║  → started "fixing" auth types too                           ║
║                                                              ║
║  ACCUMULATED OFF-SCOPE:                                      ║
║  ├── 3 files outside checkout/                               ║
║  ├── 47 lines of changes unrelated to the bug                ║
║  └── ~18 minutes of drift                                    ║
║                                                              ║
║  OPTIONS:                                                    ║
║  [1] STASH off-scope changes, return to checkout bug         ║
║  [2] COMMIT SEPARATELY ("add types to auth middleware")      ║
║  [3] EXPAND SCOPE (justify: "types are prerequisite")        ║
║  [4] CONTINUE (I know, I'll wrap up soon)                    ║
╚══════════════════════════════════════════════════════════════╝

Session Summary

╔══════════════════════════════════════════════════════════════╗
║                SCOPE SENTINEL: SESSION REPORT                ║
║            Task: Fix international address checkout          ║
║            Duration: 2h 14m                                  ║
╠══════════════════════════════════════════════════════════════╣
║                                                              ║
║  FOCUS SCORE: 68/100                                         ║
║                                                              ║
║  TIME BREAKDOWN:                                             ║
║  ├── On-scope:   1h 22m (62%)  ████████████░░░░░░░░         ║
║  ├── Adjacent:      18m (13%)  ██░░░░░░░░░░░░░░░░░░         ║
║  ├── Tangential:    16m (12%)  ██░░░░░░░░░░░░░░░░░░         ║
║  └── Drift:         18m (13%)  ██░░░░░░░░░░░░░░░░░░         ║
║                                                              ║
║  DRIFT EVENTS: 2                                             ║
║  ├── Auth middleware typing (stashed → separate task)        ║
║  └── Utility function rename (committed separately)          ║
║                                                              ║
║  FOLLOW-UP TASKS GENERATED:                                  ║
║  ├── "Add TypeScript types to auth middleware"                ║
║  └── "Rename formatAddress → formatPostalAddress globally"   ║
║                                                              ║
║  TASK STATUS: Bug fixed. PR ready.                           ║
╚══════════════════════════════════════════════════════════════╝

Drift Tolerance Modes

ModeThresholdBest For
TightAlert after 1 off-scope file or 5 minutes of driftBug fixes, hotfixes, time-sensitive tasks
NormalAlert after 3 off-scope files or 15 minutes of driftFeature work, standard development
ExploratoryAlert after 6 off-scope files or 30 minutes of driftRefactoring, investigation, learning a new codebase
OffNo alertsFreeform hacking, prototyping, creative exploration

When to Invoke

  • At the start of every focused task. Set your scope anchor.
  • When working on bug fixes (scope drift is most costly here)
  • When working against a deadline (every drifted minute hurts)
  • When you notice yourself saying "while I'm in here..." (the classic drift phrase)
  • During code review prep (to ensure your PR is focused)

Why It Matters

Scope drift isn't laziness — it's a natural consequence of how developers think. You see a problem, you want to fix it. The impulse is productive. But unchecked, it turns a 30-minute bug fix into a 4-hour PR that touches 15 files and is impossible to review.

Scope Sentinel doesn't stop you from doing extra work. It makes sure the extra work is deliberate, not accidental.

Zero external dependencies. Zero API calls. Pure file-change monitoring.

平台分布

OpenClaw

73.77%
按下载量换算2,133

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

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。

继续浏览同类 Skills