Token导航 LogoToken导航

Agent Skill · 研究检索

clawsouls(clawsouls 搜索)

clawsouls 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。

clawsouls 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为接触敏感数据;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 4,542。

总安装 31,604周安装 1,291GitHub Stars 公开资料未说明下载 10,121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
0.6.3

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:clawsouls(clawsouls 搜索)
来源仓库:https://github.com/tomleelive/clawsouls
安装命令:
openclaw skills install clawsouls
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 clawsouls

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。

clawsouls 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。管理 OpenClaw 的 AI 代理角色(灵魂),支持安装、切换和恢复个性。根据用户请求触发角色加载和使用。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。

可结合来源仓库、安装命令和原始 README 继续核验具体用法。

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 clawsouls;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

    它需要接触敏感数据,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

clawsouls 怎么安装?

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

clawsouls 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。

clawsouls 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

clawsouls 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。

clawsouls 用的人多吗?

公开数据是累计安装 31,604 次,近一周安装 1,291 次,下载 10,121 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。

clawsouls 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

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。

先想清楚的地方

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 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。

不太适合

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
clawsouls

clawsouls 搜索 · 本页

31,604—接触敏感数据MIT-0有提醒

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
clawsouls
description
Manage AI agent personas (Souls) for OpenClaw. Use when the user wants to install, switch, list, or restore AI personalities/personas. Triggers on requests like "install a soul", "switch persona", "change personality", "list souls", "restore my old soul", "use minimalist", "browse personas", "what souls are available", "publish a soul", or "login to clawsouls".

ClawSouls — AI Persona Manager

Manage Soul packages that define an AI agent's personality, behavior, and identity.

Souls use owner/name namespacing (e.g., clawsouls/surgical-coder, TomLeeLive/my-soul).

Prerequisites

Ensure clawsouls CLI is available:

npx clawsouls --version

If not installed, install globally:

npm install -g clawsouls

Current version: v0.6.2

Commands

Install a Soul

npx clawsouls install clawsouls/surgical-coder
npx clawsouls install clawsouls/surgical-coder --force       # overwrite existing
npx clawsouls install clawsouls/surgical-coder@0.1.0         # specific version

80+ souls available. Browse all at https://clawsouls.ai

Official souls (owner: clawsouls):

  • Development: code-reviewer, coding-tutor, debug-detective, api-architect, ml-engineer, sysadmin-sage, devops-veteran, gamedev-mentor, prompt-engineer, frontend-dev, backend-dev, mobile-dev, cloud-architect, database-admin, qa-engineer
  • Writing & Content: tech-writer, storyteller, scifi-writer, copywriter, content-creator, journalist, poet, screenwriter, academic-writer
  • Professional: data-analyst, project-manager, legal-advisor, startup-founder, hr-manager, marketing-strategist, sales-coach, product-manager
  • Education: math-tutor, philosophy-prof, mentor-coach, science-tutor, history-prof, language-teacher, economics-tutor
  • Creative: music-producer, ux-designer, chef-master, graphic-designer, video-editor, podcast-host, dungeon-master, game-designer
  • Lifestyle: personal-assistant, fitness-coach, travel-guide, life-coach, meditation-guide, nutrition-advisor, productivity-guru, financial-planner
  • Science: research-scientist, data-scientist
  • Security: security-auditor
  • MBTI: mbti-intj, mbti-intp, mbti-entj, mbti-entp, mbti-infj, mbti-infp, mbti-enfj, mbti-enfp, mbti-istj, mbti-isfj, mbti-estj, mbti-esfj, mbti-istp, mbti-isfp, mbti-estp, mbti-esfp
  • Special: surgical-coder, korean-translator
  • General: brad, minimalist

Activate a Soul

npx clawsouls use clawsouls/surgical-coder
  • Automatically backs up current workspace files (SOUL.md, IDENTITY.md, AGENTS.md, HEARTBEAT.md, STYLE.md, examples/)
  • Never overwrites USER.md, MEMORY.md, or TOOLS.md
  • Requires gateway restart to take effect

Restore Previous Soul

npx clawsouls restore

Reverts to the most recent backup created by use.

List Installed Souls

npx clawsouls list

Shows installed souls in owner/name format.

Create a New Soul

npx clawsouls init my-soul

Scaffolds a new soul directory with soul.json, SOUL.md, IDENTITY.md, AGENTS.md, HEARTBEAT.md, README.md.

Export a Soul

npx clawsouls export claude-md           # generate CLAUDE.md from current workspace soul files
npx clawsouls export system-prompt       # generate a system prompt string

Combines SOUL.md, IDENTITY.md, AGENTS.md, HEARTBEAT.md, STYLE.md into a single file. Useful for Claude Code, Cursor, Windsurf, and other tools that use a single config file.

Version Management

npx clawsouls version bump patch    # 1.0.0 → 1.0.1
npx clawsouls version bump minor    # 1.0.0 → 1.1.0
npx clawsouls version bump major    # 1.0.0 → 2.0.0
npx clawsouls diff                  # colored diff of soul files

Soul Testing (Phase 9)

npx clawsouls test                  # Level 1 (schema) + Level 2 (soulscan)
npx clawsouls test --level 3       # + Level 3 (behavioral LLM tests)

Level 3 requires soul.test.yaml in the soul directory and an LLM provider (OpenAI/Anthropic/Ollama).

Doctor, Migrate, Search, Info, Update (Phase 10)

npx clawsouls doctor                # 12 environment checks
npx clawsouls migrate               # migrate soul from v0.3 → v0.4 → v0.5
npx clawsouls search "engineer"     # search souls from registry
npx clawsouls info clawsouls/brad  # show soul metadata
npx clawsouls update                # update installed soul to latest

Validate a Soul

npx clawsouls validate ./my-soul/
npx clawsouls validate --soulscan ./my-soul/   # with SoulScan security analysis
npx clawsouls check ./my-soul/                 # alias

Validates against the spec: schema, required files. Add --soulscan for full security & quality analysis with scoring. Also runs automatically before publish.

SoulScan — Security & Integrity Scanner

npx clawsouls soulscan              # scan current OpenClaw workspace
npx clawsouls soulscan ./my-soul/   # scan a specific directory
npx clawsouls soulscan --init       # initialize baseline checksums
npx clawsouls soulscan -q           # quiet mode for cron (SOULSCAN_OK / SOULSCAN_ALERT)
npx clawsouls scan                  # alias

SoulScan checks active soul files for:

  • Integrity: SHA-256 checksum comparison — detects tampering since last scan
  • Security: 53 pattern checks (prompt injection, code execution, XSS, data exfiltration, privilege escalation, social engineering, harmful content, secret detection)
  • Quality: File structure, content length, schema validation
  • Persona Consistency: Cross-validates name/tone across SOUL.md, IDENTITY.md, soul.json

Cron usage — periodic tamper detection:

# Run every hour to monitor workspace integrity
npx clawsouls soulscan -q
# Exit code 0 = OK, 1 = alert (tampered or security issue)

First run: Use --init to establish baseline checksums without triggering alerts.

SOULSCAN™ — Score: 0-100, Grades: Verified (90+) / Low Risk (70+) / Medium Risk (40+) / High Risk / Blocked

Publish a Soul

export CLAWSOULS_TOKEN=<token>
npx clawsouls publish ./my-soul/

Publishes to username/soul-name namespace automatically. Requires authentication token. Runs validation automatically before publishing — blocks on failure.

Login / Get Token

npx clawsouls login

Instructions to get API token: Sign in at https://clawsouls.ai → Dashboard → Generate API Token.

Workflow

Installing & Switching Personas

  1. Browse — Check available souls at https://clawsouls.ai or suggest from the categorized list above
  2. Install — npx clawsouls install clawsouls/surgical-coder
  3. Activate — npx clawsouls use clawsouls/surgical-coder
  4. Restart — Run soulclaw gateway restart to apply the new persona
  5. New Session — Send /new in chat to clear previous persona context from conversation history
  6. Restore — If they want to go back, npx clawsouls restore

Publishing a Soul

  1. Login — npx clawsouls login → get token from dashboard
  2. Set token — export CLAWSOULS_TOKEN=<token>
  3. Create — npx clawsouls init my-soul → edit files
  4. Publish — npx clawsouls publish ./my-soul/
  5. Manage — Dashboard at https://clawsouls.ai/dashboard (delete, view downloads)

Memory Sync (Swarm)

npx clawsouls sync                  # sync encrypted memory to/from GitHub
npx clawsouls swarm                 # multi-agent memory branch & merge system

Sync agent memory across machines via encrypted Git. Uses age encryption for local-first privacy.

Soul Checkpoints (Rollback)

npx clawsouls checkpoint            # manage soul checkpoints
npx clawsouls checkpoint create     # create a checkpoint of current soul state
npx clawsouls checkpoint list       # list available checkpoints
npx clawsouls checkpoint restore    # restore from a checkpoint

Checkpoint-based rollback for persona contamination detection and recovery.

Platform Detection

npx clawsouls platform              # show detected agent platform(s) and workspace path
npx clawsouls detect                # alias

Detects which agent platform is running (OpenClaw, SoulClaw, ZeroClaw, etc.) and shows workspace paths.

MCP Server (for Claude Desktop / Cowork)

For Claude Desktop or Cowork users, there's also a dedicated MCP server:

npx -y soul-spec-mcp

Or add to Claude Desktop config (claude_desktop_config.json):

{ "mcpServers": { "soul-spec": { "command": "npx", "args": ["-y", "soul-spec-mcp"] } } }

6 tools: search_souls, get_soul, install_soul, preview_soul, list_categories, apply_persona

GitHub: https://github.com/clawsouls/soul-spec-mcp

Important Notes

  • After use, always remind the user to run soulclaw gateway restart and then /new to start a fresh session (old conversation history retains the previous persona's identity)
  • The use command creates automatic backups — data loss is unlikely
  • Souls may include STYLE.md and examples/ for enhanced persona customization
  • Published souls appear at https://clawsouls.ai/souls/owner/name
  • Users can leave reviews (1-5 stars) on any soul they don't own
  • For custom registry (local testing), set env: CLAWSOULS_CDN=/path/to/souls
  • Website available in 5 languages: English, Korean, Japanese, Chinese, Spanish (e.g., clawsouls.ai/ko/souls/...)
  • Share any soul to your OpenClaw bot: the install command is included in the share text
  • The Soul Thesis — Read the manifesto: https://clawsouls.ai/en/manifesto
  • Research paper — "Soul-Driven Interaction Design": https://doi.org/10.5281/zenodo.18772585
  • Legal: Privacy Policy · Terms of Service

平台分布

OpenClaw

78.06%
按下载量换算7,900

安全审计

ClawScan

可疑

Static analysis

通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

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。来源安全扫描存在提醒或未通过项,安装前请自行复核。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