error-experience-library SKILL.md skillA

error-experience-library from hashgraph-online/awesome-codex-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hashgraph-online/awesome-codex-plugins/error-experience-library@git:20260512.6523792

Pins git:20260512.6523792 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hashgraph-online/awesome-codex-plugins
Path
plugins/Colin4k1024/tsp/skills/error-experience-library/SKILL.md
Versions recorded
1
Latest version
git:20260512.6523792, committed May 12, 2026
Size
2,314 bytes
Repository stars
1,537
License
Apache-2.0

错误经验库:自动捕获错误模式、根因和解决方案,支持查询和反馈更新。 当遇到 build error、runtime error 或需要查找历史错误解决方案时使用。.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Error Experience Library

## 用途

- 自动从错误中学习:每次错误解决后,将根因-解决方案对沉淀到经验库
- 历史查询:遇到错误时,先查询经验库是否有已知模式
- 反馈更新:根据实际解决结果更新经验库的成功/失败计数
- 持续优化:高成功率的模式优先推荐,低成功率的模式标记为警示

## 核心操作

### 1. 记录错误模式 (record)

当成功解决一个错误后,将经验沉淀:

```
错误类型: [如: build_error, runtime_error, type_error]
错误信息片段: [可匹配的关键词]
根因: [为什么会发生]
解决方案: [如何修复]
语言/框架: [如: python, typescript, react]
文件模式: [可选,如: **/*.ts]
标签: [如: null-check, async, import]
```

### 2. 查询错误模式 (search)

遇到错误时,先查询经验库:

```
查询关键词: [错误信息或类型]
返回: 按成功率排序的匹配模式
```

### 3. 提供反馈 (feedback)

解决方案验证后,更新成功率:

```
pattern_id: 模式ID
success: true/false
```

## 存储位置

- 本地:`~/.claude/memory/error_experience/patterns/`
- 每个模式一个 JSON 文件,包含 success_count 和 failure_count

## 触发信号

- 遇到 build error 或 runtime error 时
- 成功解决错误后,应该记录到经验库
- 使用 `/error-lookup` 命令快速查询

## 配合约束

1. 记录时尽量包含具体的错误信息片段,便于后续匹配
2. 根因要具体,不要只写"代码有 bug"
3. 解决方案要包含具体的修改内容
4. 标签要准确,便于按领域查询
5. 验证结果后务必提供反馈,更新成功率

## 相关工具

- `scripts/lib/memory_store.py` - 底层存储接口
- `search_error_patterns()` - 查询模式
- `save_error_pattern()` - 保存新模式
- `record_pattern_feedback()` - 记录反馈

## 命令接入

- `/error-lookup <关键词>` - 查询历史错误模式
- `/error-record` - 记录当前错误的解决方案
- `/error-feedback <pattern_id> <success|failure>` - 更新反馈

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hashgraph-online/awesome-codex-plugins/error-experience-library@sha256:487b124d6a86e3b3

The line at the top of this page pins the label git:20260512.6523792, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_q2wuduufbynpzyzg.svg)](https://markdownregistry.com/a/art_q2wuduufbynpzyzg)

6 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on May 12, 2026.

versioncommittedcommitsizeaudit
git:20260512.6523792 latest2026-05-12 6523792 2,314 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2314 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

hashgraph-online/awesome-codex-plugins · 1,537 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_q2wuduufbynpzyzg
GET https://markdownregistry.com/api/v1/resolve?ref=hashgraph-online/awesome-codex-plugins/error-experience-library
GET https://markdownregistry.com/api/v1/blob/487b124d6a86e3b306bf90d81cd82f65ce742eaad9eb009dfdb97ae285c6e4a5

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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