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Agent Skill · 研究检索

task-experience-summaries(任务经验总结)

task-experience-summaries 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。

task-experience-summaries 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 6,594。

总安装 21,650周安装 930GitHub Stars 公开资料未说明下载 7,589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:task-experience-summaries(任务经验总结)
来源仓库:https://github.com/dawai2005/task-experience-summaries
安装命令:
openclaw skills install task-experience-summaries
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 task-experience-summaries

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。

记录 OpenClaw 任务执行中的问题与最佳实践知识库。涵盖安装故障排除、包管理与配置优化经验。task-experience-summaries 属于研究检索类 Skill,可作为该场景下的辅助能力补充。适用于持续改进 Agent 能力与减少重复错误。安装前需确认权限范围、维护状态及是否写入共享存储。

建议结合原始 README 核验条目更新机制与访问控制。

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 task-experience-summaries;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

task-experience-summaries 怎么安装?

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

task-experience-summaries 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。

task-experience-summaries 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。

task-experience-summaries 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。

task-experience-summaries 用的人多吗?

公开数据是累计安装 21,650 次,近一周安装 930 次,下载 7,589 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。

task-experience-summaries 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
task-experience-summaries

任务经验总结 · 本页

21,650—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
task-experience-summaries
description
Experience summaries for OpenClaw tasks, including common installation problems, troubleshooting steps, and best practices for packages, configurations, and tools. Use when experiencing installation issues, facing unknown error messages, or needing guidance on package names and configuration methods. Also use when documenting new experiences for future reference.

Task Experience Summaries

Overview

This skill provides curated experience summaries from real OpenClaw tasks, including:

  • Installation/packaging problems and solutions
  • Common error messages and root causes
  • Package search and discovery methods
  • Configuration patterns and environment setups
  • Tool-specific troubleshooting steps
  • Best practices for documenting new experiences

Each entry includes: Problem → Solutions → Key Lessons → Prevention Steps.

Common Installation Packages

ClawHub CLI

Purpose: Search, install, update, and publish OpenClaw skills from clawhub.com.

Installation:

npm install -g clawhub

Usage:

# Search for skills
clawhub search "keyword"

# Install a skill
clawhub install "skill-name"

# List installed skills
clawhub list

# Publish a new skill (when ready)
clawhub publish "skill-directory"

Authentication:

  • Token: clh_<token>
  • Username: @<username>
  • Available at: https://clawhub.ai

Tavily Search

Purpose: AI-optimized web search via Tavily API.

Configuration:

# Set environment variable
set TAVILY_API_KEY=your-api-key-here

Usage:

  • Search query: web_search tool
  • API key location: <skill-dir>/README_CONFIG.md
  • Quality: High relevance for AI agents

Troubleshooting Categories

1. Package Installation Issues

Problem: npm 404 Not Found

Scenario: Install command fails with "404 Not Found"

Solutions:

  1. Check package name spelling
  2. Search ClawHub: clawhub search "keyword"
  3. Try npm search: npm search "keyword"
  4. Verify the package exists in npm registry

Typical Fixes:

  • Wrong package name (e.g., tavily-search → correct: tavily-mcp)
  • Package removed or renamed
  • Typo in command

Key Lesson: Always verify package existence before installation. Use search tools.

Problem: Windows Permission EEXIST Error

Scenario: Installation fails with "EEXIST: file already exists"

Solution:

npm i -g clawhub --force

Root Cause: Old version files remain, blocking installation

Prevention: Use --force for global installations on Windows if issues occur

Problem: Unknown Package Name

Scenario Package not found in npm registry

Solutions:

  1. Use ClawHub search: clawhub search "keyword"
  2. Try broader search terms
  3. Check if the skill is hosted on ClawHub (OpenClaw's official registry)

Example:

Initial attempt: npm install "find-skills" → 404
Solution: clawhub search "find-skills" → Found "find-skills v0.1.0"
Result: clawhub install "find-skills" → Success

Key Lesson: ClawHub is the first place to check for OpenClaw skills

2. Configuration Issues

Environment Variables

Standard Pattern:

# SET in current session
set ENV_VAR=value

# For persistent settings, add to shell config
# (e.g., .bashrc, .zshrc, PowerShell profile)

Common Variables:

  • TAVILY_API_KEY - For web search tools
  • OPENAI_API_KEY - If needed for OpenAI-based skills
  • Custom credentials for specific tools

Verification:

echo $TAVILY_API_KEY  # Unix-like
echo %TAVILY_API_KEY% # PowerShell/CMD

3. Tool-Specific Issues

OpenClaw Browser Extension

Symptom: "tab not found" errors after browser operations

Solutions:

  1. Restart OpenClaw Gateway (OpenClaw.app → Restart)
  2. Keep Chrome extension badge ON (not OFF)
  3. Do not close browser tab between operations
  4. Reseat connection: Open Extension → Attach Tab → Badge ON

Best Practice:

  • Browser tool is for one-time operations or screenshots
  • Not suitable for long-lived automated sessions
  • Direct browser interaction is more reliable for persistent needs
Browser Profile Issues

Symptom: Multiple profiles causing conflicts

Solutions:

  • Use --profile=chrome for managed Chrome browser
  • Use --profile=openclaw for isolated browser
  • Test with clean profile if issues persist

Status Check:

openclaw gateway status

Problem-Solving Workflow

Step 1: Identify the Category

Determine if the issue belongs to:

  • Installation problems
  • Configuration issues
  • Tool-specific malfunctions
  • Package discovery
  • Platform-specific behavior (Windows/Linux/macOS)

Step 2: Search the Summary

Use the tables and categorized entries above:

  • Match symptoms to category
  • Review associated solutions
  • Try recommended fixes

Step 3: Test Solutions

Apply suggested fixes in order:

  1. Most common/simplest solution first
  2. Platform-specific fixes second
  3. Advanced configurations third

Step 4: Document New Experiences

When to Document:

  • Successfully resolved an unknown problem
  • Discovered a pattern or workaround
  • Learned a configuration trick
  • Found that a documented solution works differently

How to Document:

  1. Record the problem clearly
  2. Note the solution steps
  3. Include platform-specific details
  4. Add prevention/prevention steps
  5. Update relevant section in this SKILL.md

Template for New Entry:

### Problem: [Clear description]

**Scenario:** [Context where problem occurs]

**Solution:** [Step-by-step resolution]

**Root Cause:** [Why this happens]

**Prevention:** [How to avoid]

**Platform Notes:** [If platform-specific]

Step 5: Iterate and Refine

Review after using the skill:

  • Are entries clear and actionable?
  • Are symptoms and solutions well-matched?
  • Is formatting consistent?
  • Any missing common issues?

Quick Reference Table

Issue TypeSymptomsPrimary ToolKey Command
Package not found404, npm errorsnpm, ClawHubclawhub search "keyword"
Permission errorsEEXIST, access deniednpm install--force flag
Configuration missingTool failsEnvironment variablesset VAR=value
Browser connectionTab not foundBrowser toolsRestart Gateway + Badge ON
Unknown packageCannot installclawhub listclawhub install "name"

Best Practices

  1. Search Before Guessing: Always use search tools first
  2. Document Solutions: Write down everything you learn
  3. Categorize Issues: Group by type for easy lookup
  4. Platform Notes: Track Windows/macOS/Linux differences
  5. Prevention Over Cure: Add prevention steps to avoid recurrence
  6. Keep It Practical: Focus on actionable steps, not theory

Example Use Cases

Example 1: Installing a New Skill

# User asks: "I need a weather skill for checking forecasts"

# Step 1: Search
clawhub search "weather"

# Step 2: Identify candidate
Found: "weather v1.0" - Get current weather and forecasts (no API key required)

# Step 3: Install
clawhub install "weather"

# Step 4: Configure (if needed)
# Check README_CONFIG.md for required environment variables

# Step 5: Use
# Use web_search tool with query: "weather today"

Example 2: Troubleshooting Browser Issues

# Symptom: Browser tool reports "tab not found"

# Step 1: Restart Gateway (first fix)
OpenClaw.app → Restart

# Step 2: Check extension
✓ Badge indicator should be ON
✓ Running state
✓ CDP Ready (Chrome DevTools Protocol)

# Step 3: Reattach if needed
Click OpenClaw extension icon → Attach tab → Badge ON

# Step 4: Verify
Try browser open → snapshot

Example 3: Finding Unknown Package

# Symptom: "I need an RSS feed parser" - package unknown

# Step 1: ClawHub search
clawhub search "rss"

# Step 2: Identify
Found: "rss-parser skill v0.5.0" with description "Parse RSS feeds"

# Step 3: Install
clawhub install "rss-parser"

# Result: Success

Notes

  • All entries are based on actual resolved issues
  • Platform-specific behaviors are noted when applicable
  • Configuration details refer to current workspace setup
  • For newer issues, always consult official documentation before relying on summaries

平台分布

OpenClaw

87.38%
按下载量换算6,631

安全审计

VirusTotal

可疑

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。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。

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