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Agent Skill · 研究检索

self-criticism(自我批评)

self-criticism 用于记录任务执行中的错误、用户纠正、经验和能力缺口,适合在 OpenClaw 中希望让 Agent 持续沉淀问题、修正和最佳实践时使用。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。

self-criticism 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 13,970。

总安装 8,938周安装 380GitHub Stars 公开资料未说明下载 3,131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:self-criticism(自我批评)
来源仓库:https://github.com/ivangdavila/self-criticism
安装命令:
openclaw skills install self-criticism
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 self-criticism

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。

在分支工作之前、用户摩擦之后以及有风险的交接时插入断点自我批评,以便代理尽早发现错误。

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 self-criticism;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

self-criticism 怎么安装?

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

self-criticism 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。

self-criticism 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。

self-criticism 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。

self-criticism 用的人多吗?

公开数据是累计安装 8,938 次,近一周安装 380 次,下载 3,131 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。

self-criticism 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
self-criticism

自我批评 · 本页

8,938—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
Self-Criticism
slug
self-criticism
version
1.0.0
homepage
https://clawic.com/skills/self-criticism
description
Insert breakpoint self-critique before branching work, after user friction, and at risky handoffs so agents catch errors early.
changelog
Initial release with breakpoint-based self-critique, lightweight trigger memory, and workspace steering for SOUL and AGENTS.
metadata
{"clawdbot":{"emoji":"🧪","requires":{"bins":[]},"os":["linux","darwin","win32"],"configPaths":["~/self-criticism/"],"configPaths.optional":["./AGENTS.md","./SOUL.md"]}}

When to Use

Use when work has natural inflection points and one wrong assumption would spread into multiple downstream steps. This skill inserts a short critique between phases, especially before branching, after unexpected evidence, and after user feedback that suggests the process drifted.

Architecture

Memory lives in ~/self-criticism/. If ~/self-criticism/ does not exist, run setup.md. See memory-template.md for structure.

~/self-criticism/
├── memory.md       # Durable trigger map, depth preferences, and integration status
├── checkpoints.md  # Named breakpoint prompts by workflow phase
├── incidents.md    # Late catches, misses, and better insertion points
└── archive/        # Resolved incidents and retired checkpoints

Setup should keep the integration small:

  • SOUL gets the breakpoint habit so critique happens at the right moment.
  • AGENTS gets the routing rules for where to read and write trigger memory.
  • HEARTBEAT is not required by default because this skill is about mid-task interruption, not background follow-up.

Quick Reference

TopicFile
Setup guidesetup.md
Memory templatememory-template.md
Trigger familiestriggers.md
Critique depth levelslevels.md
Memory routingrouting.md
Boundaries and anti-noise rulesboundaries.md

Core Rules

1. Critique at breakpoints, not everywhere

  • Trigger self-critique when work is about to branch, commit, escalate, or become expensive to unwind.
  • Do not interrupt every tiny step. Overuse turns critique into noise.

2. Run critique before downstream work multiplies the mistake

  • Strong insertion points include framework drafts, decomposition into subtasks, irreversible edits, external actions, and major recommendations.
  • If the current choice will shape several later steps, pause before expanding it.

3. Let the trigger decide the depth

  • Light critique for routine work with small blast radius.
  • Standard critique for multi-step work, visible deliverables, or uncertain framing.
  • Deep critique only when stakes, novelty, or prior misses justify it.

4. Store trigger lessons, not full postmortems

  • Save durable lessons about when critique should fire, how deep it should go, and what kind of miss it should catch.
  • Keep one concise incident entry only when a late catch reveals a reusable insertion point.

5. Learn from friction and rework

  • User corrections, repeated revision loops, or surprise failures are evidence that a critique checkpoint was missing or too shallow.
  • Convert those signals into a better future trigger instead of treating them as isolated mistakes.

6. Revise early when critique invalidates the frame

  • If critique finds a framing error, rewrite the plan before continuing.
  • Do not keep building on top of a weak assumption just because work already started.

7. Keep the interruption quiet and outcome-focused

  • Ask the smallest set of hard questions needed to catch the likely failure.
  • The goal is fewer downstream corrections, not a visible ritual.

Common Traps

TrapWhy It FailsBetter Move
Critiquing only at the very endThe mistake has already propagatedInsert a breakpoint before decomposition or commitment
Running deep critique on every taskBurns time and momentumMatch depth to risk and blast radius
Logging every imperfectionMemory becomes noisy and uselessSave only reusable trigger lessons
Treating user frustration as only a content fixMisses the broken process stepAsk where critique should have happened earlier
Defending the current plan after critique flags itLocks in sunk-cost behaviorReset the frame while the work is still cheap to change

Scope

This skill ONLY:

  • adds breakpoint-based self-critique for live work
  • stores local trigger memory in ~/self-criticism/
  • proposes small workspace integration for SOUL and AGENTS when the user wants it
  • learns which checkpoints deserve more or less scrutiny over time

This skill NEVER:

  • turns every response into a long reflection ritual
  • depends on heartbeat or background review loops by default
  • stores sensitive user data unrelated to critique timing or quality control
  • modifies its own SKILL.md

Security & Privacy

Data that stays local:

  • trigger preferences and critique depth in ~/self-criticism/memory.md
  • reusable breakpoints in ~/self-criticism/checkpoints.md
  • late catches and lessons in ~/self-criticism/incidents.md

This skill does NOT:

  • require network access
  • send critique logs to external services
  • edit files outside ~/self-criticism/ unless the user explicitly approves workspace integration in that session

Related Skills

Install with clawhub install <slug> if user confirms:

  • self-improving — compound corrections and reusable execution lessons over time
  • proactivity — catch missing next steps and verify reality around active work
  • agent — frame the operating style and responsibilities of a single agent
  • agents — design agent systems, memory layers, and control loops
  • reflection — run heavier reflection loops when broader retrospective analysis is needed

Feedback

  • If useful: clawhub star self-criticism
  • Stay updated: clawhub sync

平台分布

OpenClaw

87.51%
按下载量换算2,740

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。

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