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Error Analysis
by
BytesAgain2
· GitHub ↗
· v2.0.0
· MIT-0
530
Downloads
1
Stars
1
Active Installs
12
Versions
Install in OpenClaw
/install error-analysis
Description
错题分析助手。错题归类、知识点定位、薄弱环节分析、复习建议。Error analysis for study with categorization, knowledge gap identification. 错题本、考试复盘、学习分析。Use when analyzing exam mistakes.
README (SKILL.md)
error-analysis
错题分析助手。分析错误原因、知识点定位、举一反三出变式题。
Commands
All commands via scripts/error.sh:
| Command | Description |
|---|---|
error.sh analyze "题目" "错误答案" "正确答案" |
分析错题原因，定位知识点 |
error.sh knowledge "知识点" |
知识点详细解析 |
error.sh similar "题目类型" |
生成变式练习题 |
error.sh summary |
错题统计与薄弱点分析 |
error.sh help |
显示帮助信息 |
Usage
bash scripts/error.sh analyze "求x^2+2x+1=0的解" "x=1" "x=-1"
bash scripts/error.sh knowledge "一元二次方程"
bash scripts/error.sh similar "函数求导"
bash scripts/error.sh summary
Notes
- Python 3.6+ compatible
- No external dependencies
- 错题记录保存在
data/errors.json
💬 Feedback & Feature Requests: https://bytesagain.com/feedback Powered by BytesAgain | bytesagain.com
Usage Guidance
This skill appears to do exactly what it says: run the included shell/Python scripts to analyze mistakes and save them locally. Before installing/running: 1) verify you have Python 3 and inspect the two scripts (they are short and readable). 2) Be aware the skill will create/modify data/errors.json inside the skill folder and (if you run scripts/script.sh or rely on its defaults) files under $XDG_DATA_HOME or $HOME/.local/share/error-analysis. 3) There are no network calls or secret requirements, so major exfiltration risks are low. If you want stricter isolation, run it in a sandboxed environment or a throwaway directory and inspect the created files.
Capability Analysis
Type: OpenClaw Skill
Name: error-analysis
Version: 2.0.0
The 'error-analysis' skill bundle is an educational tool designed to help users track and analyze study mistakes. The core functionality is implemented in `scripts/error.sh`, which uses an embedded Python script to manage a local JSON database (`data/errors.json`) and provide study recommendations. The code performs standard file I/O and string formatting without any evidence of data exfiltration, unauthorized network activity, or malicious command execution. The instructions in `SKILL.md` are consistent with the stated purpose and do not attempt to manipulate the AI agent's behavior for harmful ends.
Capability Assessment
Purpose & Capability
Name/description (错题分析) align with the provided scripts and SKILL.md. The provided commands (analyze, knowledge, similar, summary) implement the advertised study/error-analysis features. The extra utility script (scripts/script.sh) is a generic local data utility but is not disproportionate to a study tool.
Instruction Scope
SKILL.md instructs running local shell scripts in the package. The scripts perform local analysis, print guidance, and persist records to data/errors.json or a per-user data directory. There are no instructions to read unrelated system files, query remote endpoints, or exfiltrate data.
Install Mechanism
No install spec or remote downloads are used; this is instruction+script-only. Nothing is fetched from arbitrary URLs or written to unexpected system locations by an installer.
Credentials
The skill declares no required environment variables or credentials. The helper scripts respect typical environment variables (ERROR_ANALYSIS_DIR, XDG_DATA_HOME, HOME) to determine storage locations — this is reasonable and proportional for a tool that saves data locally.
Persistence & Privilege
The skill writes data locally: scripts/error.sh saves to the skill-local data/errors.json (under the skill files), and scripts/script.sh defaults to $XDG_DATA_HOME or $HOME/.local/share/error-analysis. It does not request elevated privileges, modify other skills, or set always:true. Consider that it will create/append files in your home/data directories.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install error-analysis - After installation, invoke the skill by name or use
/error-analysis - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
v2.5 standard: Use-when desc, homepage, source, security fix
v2.3.4
yaml-fix+quality
v2.3.3
yaml-fix+quality
v2.3.2
Quality upgrade
v2.3.1
Quality upgrade: custom functionality
v2.3.0
Quality fixes: removed third-party references, aligned docs with implementation
v2.2.0
Enhanced descriptions for better AI triggering
v1.0.2
Runtime fix
v1.0.1
Add runtime declaration + security compliance
v1.1.1
Brand: [email protected]
v1.1.0
Pain-point upgrade: new commands solving real user problems, tips.md reference doc.
v1.0.0
Initial release with Chinese SEO keywords.
Metadata
Frequently Asked Questions
What is Error Analysis?
错题分析助手。错题归类、知识点定位、薄弱环节分析、复习建议。Error analysis for study with categorization, knowledge gap identification. 错题本、考试复盘、学习分析。Use when analyzing exam mistakes. It is an AI Agent Skill for Claude Code / OpenClaw, with 530 downloads so far.
How do I install Error Analysis?
Run "/install error-analysis" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Error Analysis free?
Yes, Error Analysis is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Error Analysis support?
Error Analysis is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Error Analysis?
It is built and maintained by BytesAgain2 (@ckchzh); the current version is v2.0.0.
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