项目编程语言代码量分析专家。扫描项目目录,统计各编程语言的文件数、代码行数及占比,生成可视化的语言分布报告。当用户需要分析项目使用了哪些语言、各语言代码量占比、技术栈构成、代码行数统计时触发此技能。典型场景包括:分析项目语言占比、统计代码行数、看看这个项目用了哪些语言、分析技术栈、code language analysis 等。
安全
ClawCode Lens
试用Explain code in any language with structured syntax/logic breakdown, local security scan, and improvement suggestions. 100% lokal — private og hurtig, ingen netværkskald, ingen API-nøgle.
它能做什么
Explain code in any language with structured syntax/logic breakdown, local security scan, and improvement suggestions. 100% lokal — private og hurtig, ingen netværkskald, ingen API-nøgle.
技能文档
ClawCode Lens
Code explanation and analysis tool — inspired by Dify Code Interpreter, improved:
🆕 Unique features (not in the original)
Feature 1: Runs 100% LOCALLY — no external API required
code directly with structured rules — works offline, free and instantly:
python3 scripts/explain.py code.py --lang python
python3 scripts/explain.py main.js --lang javascript --detail
Feature 2: Security scanning (local)
Finds vulnerabilities: hardcoded keys, SQL injection, eval() misuse, unsafe
exec calls, weak passwords, unsafe imports:
python3 scripts/security_scan.py code.py --out report.md
Feature 3: Improvement suggestions
Gives concrete, prioritized suggestions: complexity, repeated code, missing error handling, performance bottlenecks and best practices — with code examples:
python3 scripts/improve.py code.py --out suggestions.md
How to use
Explain code (structured)
python3 scripts/explain.py file.py --lang python
# Output: overview → key functions → logic flow → edge cases
Supported languages
Python, JavaScript/TypeScript, C/C++, Java, C#, Go, Rust, SQL, Bash, PHP, Ruby — auto-detected from file type.
Combine everything in one call
python3 scripts/explain.py app.py --security --improve --out full-report.md
# 2) Deep scan (PAID call — uploads your code + costs per call)
python3 scripts/code_scan.py app.py
- Price: $0.005/call · $25/mo
- ⚠️ Paid call — each run charges your key AND uploads the selected source file to the external API. Do not use on confidential/proprietary code.
Example output (security scan)
🔒 Security scan: app.py
[HIGH] Line 45: SQL string built with f-string — injection risk
[INFO] Line 78: eval() — avoid unless strictly necessary
Feedback
- Helpful? →
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Code quality audit guidance, security review, vulnerability identification patterns, and dependency risk assessment. AI-delivered service via clawtip verification.
Review code for bugs, security, architecture, smells, patterns, performance, tests, and refactor plans