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koonchaoso

agent-error-logger-new

by KoonChaoSo · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
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Install in OpenClaw
/install agent-error-logger-new
Description
Agent 错误日志工具。记录、检索和分析 Agent 犯过的错误，避免重复踩坑。 支持自动记录任务失败、手动查询错误模式、生成修正建议。
README (SKILL.md)

Agent Error Logger

记录 Agent 犯过的错误，避免重复踩坑。

功能

  • 自动记录: 任务失败时自动记录错误详情
  • 模式识别: 识别重复出现的错误模式
  • 主动提醒: 新任务前检索相似错误，提前预警
  • 统计分析: 按月/类型统计错误分布

文件结构

workspace/memory/
├── error-patterns.md       # 错误模式索引（长期）
└── error-log-YYYY-MM.md    # 月度详细日志

使用方式

1. 记录错误

用户：记录一个错误，刚才发布小红书失败了

Agent: 好的，请告诉我：
1. 任务是什么？
2. 具体错误是什么？
3. 原因是什么？
4. 怎么修正的？

或者我帮你从对话中提取这些信息？

2. 查询错误

用户：查一下之前发布失败的错误
用户：有没有类似的文件校验错误？
用户：显示所有 #网络超时 的错误

3. 主动提醒

Agent: 等一下，我查一下错误日志...
上次发布小红书失败是因为图片文件不存在。
这次请确认：
✓ 图片文件路径是否正确
✓ 如果是 URL，需要先下载
✓ 文件权限是否可读

错误记录格式

### 错误 #XXX - 简短描述
- **时间**: YYYY-MM-DD HH:MM
- **任务**: 任务描述
- **错误**: 具体错误信息
- **原因**: 根本原因分析
- **修正**: 修正方案
- **模式标签**: #标签 1 #标签 2
- **相似错误**: 关联的错误编号

模式标签

标签 描述 检查清单
#文件校验 文件/路径未校验 文件存在、路径正确、权限足够
#网络超时 网络请求超时 设置 timeout、重试机制、降级方案
#浏览器不可用 浏览器工具失败 替代方案、合理超时、降级逻辑
#权限不足 API/文件权限问题 检查授权、权限范围
#参数缺失 必需参数未提供 参数清单、默认值、用户确认

脚本工具

record-error.sh

记录新错误：

cd /path/to/agent-error-logger/scripts
python record_error.py \
  --task "发布内容失败" \
  --error "图片文件不存在" \
  --cause "用户只提供了 URL，未下载" \
  --fix "发布前先下载 URL 图片" \
  --tags "#文件校验 #图片处理"

search-errors.sh

查询错误：

python search_errors.py --tag "#文件校验" --limit 5
python search_errors.py --keyword "关键词" --limit 10

monthly-report.sh

生成月度报告：

python monthly_report.py --month YYYY-MM --output markdown

主动检查清单

在以下场景自动检索错误日志：

场景 检查内容
发布内容前 检查 #文件校验 #发布前检查
网络请求前 检查 #网络超时 #降级方案
浏览器操作前 检查 #浏览器不可用
复杂任务前 检查相似任务的错误历史

最佳实践

  1. 及时记录: 错误发生后立即记录，细节更准确
  2. 详细分析: 不仅记录现象，还要分析根本原因
  3. 标签规范: 使用统一标签，便于检索
  4. 定期回顾: 每月回顾错误模式，更新检查清单
  5. 主动提醒: 新任务前主动检索，避免重复错误

扩展建议

  • 自动从对话中提取错误信息
  • 错误相似度计算（向量检索）
  • 错误趋势分析（图表）
  • 集成到 HEARTBEAT 自检
  • 多 Agent 共享错误库

相关资源

Usage Guidance
This skill appears to do what it claims: keep local markdown error logs and let you search them. Before enabling: (1) Verify the workspace/memory path used by the scripts is acceptable and does not contain sensitive data you wouldn't want aggregated into logs. (2) Do not paste GitHub Personal Access Tokens into command lines or URLs as shown in docs — prefer gh auth login or a credential helper. (3) If you plan to let the agent automatically consult logs before tasks, confirm you are comfortable with the agent reading the workspace/memory files. (4) Review the repository files locally (especially example logs) to ensure no real secrets are present in example content.
Capability Analysis
Type: OpenClaw Skill Name: agent-error-logger-new Version: 1.0.0 The bundle is a utility designed to help an AI agent log, search, and analyze its own execution errors to prevent repetition. The Python scripts (record_error.py, search_errors.py) perform standard file I/O and search operations within a designated workspace memory directory, and the documentation (SKILL.md, README.md) accurately describes this behavior without any evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
✓ Purpose & Capability
Name/description match the provided files and scripts: record_error.py and search_errors.py implement recording and searching error logs stored under workspace/memory. README, USAGE, and SKILL.md all describe the same logging/searching functionality — nothing requests unrelated services or capabilities.
✓ Instruction Scope
SKILL.md instructs the agent to record, query, and proactively check local error logs in workspace/memory. The runtime instructions and example commands reference only local files and the included Python scripts; they do not command the agent to read unrelated system credentials, network endpoints, or external data beyond optional GitHub publishing guidance.
✓ Install Mechanism
There is no install spec — this is instruction/code-only. No remote download or archive extraction occurs. The included create-repo.sh uses the GitHub CLI (gh) if run, which is normal for pushing a repo but is optional and not required for core logging functionality.
ℹ Credentials
The skill declares no required environment variables or credentials. Documentation shows optional GitHub push workflows (gh CLI or embedding a PAT in a push URL). That example (embedding a PAT in a git URL) is insecure practice — the scripts do not themselves exfiltrate secrets, but running the push instructions requires GitHub credentials and care.
✓ Persistence & Privilege
always is false and the skill is user-invocable. The skill writes/reads files under workspace/memory (its own data area) which is expected for a logger; it does not request system-wide config changes or alter other skills.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install agent-error-logger-new
  3. After installation, invoke the skill by name or use /agent-error-logger-new
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of agent-error-logger. - Automates recording of agent errors, including details, causes, fixes, and tags. - Supports manual error search, pattern recognition, and monthly/error-type analytics. - Provides proactive error reminders before new tasks based on error logs. - Includes scripts for error recording, querying, and report generation. - Offers best practices, extensibility suggestions, and related research references.
Metadata
Slug agent-error-logger-new
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is agent-error-logger-new?

Agent 错误日志工具。记录、检索和分析 Agent 犯过的错误，避免重复踩坑。 支持自动记录任务失败、手动查询错误模式、生成修正建议。 It is an AI Agent Skill for Claude Code / OpenClaw, with 318 downloads so far.

How do I install agent-error-logger-new?

Run "/install agent-error-logger-new" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is agent-error-logger-new free?

Yes, agent-error-logger-new is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does agent-error-logger-new support?

agent-error-logger-new is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created agent-error-logger-new?

It is built and maintained by KoonChaoSo (@koonchaoso); the current version is v1.0.0.

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