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Agent Skill · 研究检索

clawpilot(clawpilot 搜索)

clawpilot 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。

clawpilot 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,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 12,173。

总安装 10,502周安装 429GitHub Stars 公开资料未说明下载 3,398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:clawpilot(clawpilot 搜索)
来源仓库:https://github.com/jason513597/clawpilot
安装命令:
openclaw skills install clawpilot
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 clawpilot

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。

clawpilot 用于查找、检索和筛选相关信息。适合在 OpenClaw 中根据关键词快速定位候选结果时使用。通过 clawhub 安装,需结合来源仓库和 README 核验具体用法。安装前建议确认权限范围、维护状态及是否触发联网或文件读写。适用于 OpenClaw 宿主,接入前应确认版本与运行环境要求。

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 clawpilot;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

clawpilot 怎么安装?

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

clawpilot 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。

clawpilot 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。

clawpilot 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。

clawpilot 用的人多吗?

公开数据是累计安装 10,502 次,近一周安装 429 次,下载 3,398 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。

clawpilot 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

  • 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

  • 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
clawpilot

clawpilot 搜索 · 本页

10,502—接触敏感数据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
clawpilot
description
>

OpenClaw Expert Skill

Auto-Update Check (Run First)

Before any other action, run the staleness check:

bash scripts/check_updates.sh
  • If UP_TO_DATE: Proceed normally.
  • If STALE: The skill references may be outdated. Before proceeding with the user's task:

1. Fetch the latest 3-5 releases from https://github.com/openclaw/openclaw/releases 2. Fetch https://docs.openclaw.ai/llms.txt for doc changes 3. Search web for recent OpenClaw CVEs or security advisories 4. Compare findings against the version in SKILL.md frontmatter and references/security.md 5. Inform the user of any version gaps or new security issues found 6. If references were updated, run: bash scripts/mark_updated.sh <latest-version> 7. If no updates needed, still mark as checked: bash scripts/mark_updated.sh <current-version>

This check uses a .last_update_check marker file. The threshold is 7 days (configurable via first argument).

Security-First Principle

Every configuration action MUST pass a security review before recommending it.

For each setting change, evaluate:

  1. Blast radius — If this setting is exploited, what can an attacker reach?
  2. Credential exposure — Are secrets stored safely? Permissions correct?
  3. Network surface — Is the gateway exposed beyond what's necessary?
  4. Prompt injection risk — Can untrusted message content manipulate the agent?
  5. Supply chain risk — Are installed skills/plugins from trusted sources?

When recommending configuration, always present the secure baseline first, then explain trade-offs of relaxing it.

Critical CVEs (Must Check)

  • CVE-2026-25253 (CVSS 8.8): Token exfiltration via Control UI — fixed in 2026.1.29
  • CVE-2026-24763: Command injection — fixed in 2026.1.29
  • CVE-2026-25157: Command injection (chainable with 25253) — fixed in 2026.1.29
  • 2026.2.12: Mass security patch (40+ vulnerabilities) — path traversals, SSRF, privilege escalation
  • 2026.2.15+: SHA-256 sandbox hashing, plugin discovery hardening, ACP session DoS fixes
  • 2026.2.17+: SSRF ISATAP protection, iMessage SSH host-key enforcement, control-plane RPC rate limiting
  • 2026.2.19: Browser relay auth hardening (/extension + /cdp require gateway-token)

Always verify user's version is >= 2026.2.19 before any other advice.

Quick Reference

TaskCommand
Installnpm install -g openclaw@latest
Onboardopenclaw onboard --install-daemon
Start gatewayopenclaw gateway --port 18789
Login channelopenclaw channels login
Health checkopenclaw health
Security auditopenclaw security audit --deep
Skill safety scanopenclaw skills scan <path>
Diagnosticsopenclaw doctor
Updateopenclaw update
View logsopenclaw logs
Status (redacted)openclaw status --all
Agent managementopenclaw agents list
iOS/macOS nodeopenclaw nodes
Device managementopenclaw devices remove/clear
Cron (staggered)openclaw cron add --stagger/--exact
Spawn subagent/subagents spawn
Shell completionopenclaw completion

Run openclaw --help for full command list.

Documentation Source

Use the reference files bundled in this skill as the primary source. They cover the core config schema, security hardening (including CVEs, OWASP mapping, NIST alignment), cloud deployment, and multi-agent routing.

Fetch from https://docs.openclaw.ai/ only when:

  • The bundled references do not cover a feature the user asks about
  • Version-specific behavior requires the latest docs
  • A command or config key is absent from the bundled references

Full docs index: https://docs.openclaw.ai/llms.txt

Core Architecture

Chat Apps --> Gateway (single process) --> AI Agent(s)
             |                              |
             +- Session manager             +- Workspace (SOUL.md, AGENTS.md, MEMORY.md)
             +- Channel routing             +- Auth profiles
             +- Tool policies               +- Memory (daily logs + vector search)
             +- Sandbox (Docker)            +- Sessions
             +- Cron scheduler              +- Skills
             +- Safety scanner              +- Subagents
             +- Agent mgmt RPC             +- iOS/macOS nodes
  • Gateway: Single source of truth for sessions, routing, channel connections. Binds to 127.0.0.1:18789 by default.
  • Agents: Isolated entities with own workspace, state dir, auth profiles, session store. Manageable via RPC (agents.create, agents.update, agents.delete).
  • Channels: Plugin-based — WhatsApp, Telegram, Discord, Slack, iMessage, Signal, LINE, Matrix, Teams, Google Chat, Mattermost, BlueBubbles, Feishu, Zalo.
  • Config: ~/.openclaw/openclaw.json (JSON5 format). OPENCLAW_HOME env var overrides home directory for path resolution.
  • Nodes: iOS alpha + macOS nodes for remote code execution via pairing.
  • iOS: Watch Companion (inbox UI, notification relay), Share Extension (forward content to gateway), APNs push notifications (v2026.2.19+).

Secure Baseline

Always start from the secure baseline and relax only with justification. Key defaults: bind: "loopback", dmPolicy: "pairing", sandbox: { mode: "non-main" }, redactSensitive: "tools".

Breaking Changes (v2026.2.10–2026.2.19)

  • Gateway HTTP APIs blocked for WebChat clients (sessions.patch, sessions.delete)
  • Browser relay now requires gateway-token auth on both /extension and /cdp endpoints
  • Subagent task messages now prefixed with source context
  • Cron stagger defaults applied to recurring top-of-hour schedules

Full baseline template and memory system config: see Configuration Reference and Security Hardening.

Common Workflows

Initial Setup

  1. npm install -g openclaw@latest
  2. openclaw onboard --install-daemon
  3. openclaw channels login (select channel)
  4. openclaw gateway --port 18789
  5. Run openclaw security audit --deep — fix any findings
  6. Run openclaw skills scan — verify installed skills are safe
  7. Verify: openclaw health and open http://127.0.0.1:18789/

Add a Channel

  1. openclaw channels login -> select channel
  2. Configure allowlists in openclaw.json (never use "*" for production)
  3. Set dmPolicy: "pairing" or "allowlist"
  4. For groups: requireMention: true
  5. Security review: Verify allowlist, check tool access for that channel

Remote Access (Secure)

Preferred: Tailscale Serve — keeps loopback bind, no public exposure. Alternative: SSH tunnel — ssh -N -L 18789:127.0.0.1:18789 user@host Never: Bind to 0.0.0.0 without auth token + firewall.

Troubleshooting

  1. openclaw doctor — config validation
  2. openclaw health — gateway status
  3. openclaw logs — recent logs
  4. openclaw status --all — full state (secrets redacted)
  5. openclaw memory search "topic" — search agent memory
  6. openclaw sessions list — view active sessions
  7. Check /tmp/openclaw/openclaw-YYYY-MM-DD.log

Discover & Install Skills

When user asks about extending OpenClaw with new skills or asks "what skills are available":

  1. Official registry: https://clawhub.com
  2. Community curated list (1,715+ skills, 31 categories): https://github.com/VoltAgent/awesome-openclaw-skills
  3. Install via CLI: npx clawhub@latest install <skill-slug>
  4. Manual install: copy skill folder to ~/.openclaw/skills/ (global) or <project>/skills/ (workspace)

Security: Third-party skills execute as trusted code. Hundreds of malicious skills were discovered on ClawHub in early 2026. Always:

  • Run openclaw skills scan <skill-path> before installing (v2026.2.6+)
  • Review source code, especially skills using exec, browser, or web_fetch tools
  • Pin versions and avoid auto-updating untrusted skills

For skills config schema (load order, per-skill env/apiKey, hot reload), see Configuration Reference. For skill ecosystem URLs (ClawHub registry, community lists), see Security Hardening — Skill Supply Chain.

Local Inspection Scripts

Prefer native CLI when available: openclaw security audit --deep, openclaw doctor, openclaw config get provide authoritative results. Use the scripts below only for deeper heuristic checks or when the CLI is unavailable.

Run these scripts against the local OpenClaw installation. All accept --state-dir PATH to override ~/.openclaw. Scripts use heuristic grep-based parsing of JSON5 config — results are best-effort.

Full Security Audit

bash scripts/security_audit.sh [--state-dir ~/.openclaw]

Check: version/CVE status, file permissions, hardcoded credentials, network binding, DM policies, sandbox config, tool policies, log redaction, plugins, skill supply chain (exfiltration/reverse shell/obfuscation patterns), Control UI security (CVE-2026-25253), reverse proxy config (CVE-2026-24763), gateway process exposure, synced folder detection, session secret scanning. Maps to OWASP Agentic Top 10 and NIST CSF. Return CRITICAL/WARNING/PASS summary.

Configuration Inspector

bash scripts/config_inspector.sh [--section gateway|channels|agents|tools|sessions|logging|all]

Parse openclaw.json and report security-relevant settings per section with colored recommendations.

Prompt & System Instruction Checker

bash scripts/prompt_checker.sh [--workspace PATH]

Scan AGENTS.md, SOUL.md, USER.md, CLAUDE.md, and other bootstrap files for: missing security guardrails, overly permissive instructions, hardcoded secrets, infrastructure exposure, prompt injection vulnerabilities, and missing identity boundaries.

Session Transcript Scanner

bash scripts/session_scanner.sh [--agent AGENT_ID] [--max-files 20] [--deep]

Scan .jsonl session files for leaked credentials (AWS keys, GitHub PATs, API keys, private keys, bot tokens, Google API keys). With --deep: also check for IP addresses, base64 blobs, file paths, and old files.

Example Output

security_audit.sh (abbreviated):

============================================
  1. Version & Known Vulnerabilities
============================================
[PASS]     Version 2026.2.19 includes CVE-2026-25253/24763/25157 patches
[PASS]     Version includes skill/plugin safety scanner (v2026.2.6+)
...
============================================
  Audit Summary
============================================
  0 CRITICAL
  2 Warnings
  3 Informational
  8 Passed

config_inspector.sh (abbreviated):

=== Gateway Configuration ===
  Mode:      local (default)
  Bind:      loopback (default)
  Port:      18789 (default)
  ✓ Loopback bind (secure default)

session_scanner.sh (abbreviated):

Found 5 session file(s) to scan (max: 20)
--- agents/main/sessions/2026-02-10.jsonl (1.2M) ---
[CRITICAL]   AWS Access Key: 1 match(es)
=== Summary ===
  1 file(s) contain potential secrets (1 total matches)

Script Prerequisites & Error Handling

All scripts require bash and standard Unix utilities (grep, awk, wc, stat). If a script fails:

  • ~/.openclaw not found: Pass --state-dir PATH to point to the actual OpenClaw home, or set OPENCLAW_HOME.
  • jq not installed: config_inspector.sh uses heuristic grep-based parsing and does NOT require jq. Other scripts also avoid jq.
  • Permission denied: Scripts only read files — ensure the current user has read access to ~/.openclaw/. Do not run as root.
  • No session files found: session_scanner.sh looks in agents/*/sessions/*.jsonl. If sessions are stored elsewhere, pass --state-dir.
  • Empty or missing openclaw.json: Scripts will report warnings for missing keys but will not crash. A missing config file is treated as "all defaults."

When to Run Scripts

User RequestScript
"Check my OpenClaw security"security_audit.sh
"Is my config safe?"config_inspector.sh
"Review my agent prompts"prompt_checker.sh
"Are there leaked secrets?"session_scanner.sh --deep
"Full security review"Run all four in sequence
"Check for malicious skills"security_audit.sh (section 9) + openclaw skills scan

Reference Files

Read these as needed based on the user's task:

  • Security Hardening — Known CVEs, OWASP Agentic Top 10 mapping, NIST CSF alignment, skill supply chain security, allowlists, sandbox, tool policies, credential management, audit checklist, incident response, prompt injection defense. Read this for ANY security-related question or before recommending config changes.

- Quick lookup: grep -n "CVE\|sandbox\|dmPolicy\|tool.polic\|prompt.inject\|incident" references/security.md

  • Configuration Reference — All config keys, environment variables, channel setup (WhatsApp/Telegram/Discord/Slack/iMessage/Signal/BlueBubbles/etc.), session management, model providers, tools, logging, OPENCLAW_HOME.

- Quick lookup: grep -n "whatsapp\|telegram\|discord\|slack\|imessage\|signal\|bind\|sandbox\|dmPolic\|session" references/configuration.md

  • Cloud Deployment — Docker, GCP, AWS Bedrock, Fly.io, Railway, Render, Hetzner, Northflank, Nix, Ansible, macOS VM. Network architecture, IAM, volumes, remote access via Tailscale/SSH.
  • Multi-Agent & Routing — Agent isolation, routing rules, per-agent sandbox/tools, bindings, session scoping, subagents, heartbeat, agent-to-agent communication.

平台分布

OpenClaw

83.95%
按下载量换算2,853

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

未展示

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。目前只有一个公开来源,建议同时核对源仓库。

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