Debug Assistant

AI-powered debugging assistant. Analyze error logs, explain error messages, parse stack traces, and get fix suggestions with cheatsheets for 8 languages. Powered by evolink.ai

AI-powered debugging from your terminal. Analyze error logs, explain error messages, parse stack traces, get fix suggestions, and access debugging cheatsheets for 8 languages.

Powered by Evolink.ai

When to Use

• User shares an error log and asks "what went wrong?"
• User pastes an error message and wants an explanation
• User has a stack trace and needs help understanding it
• User has buggy code and a known error, wants fix suggestions
• User needs quick debugging commands for a specific language

Quick Start

1. Set your EvoLink API key

export EVOLINK_API_KEY="your-key-here"

Get a free key: evolink.ai/signup

2. Analyze an error

bash scripts/debug.sh analyze error.log

bash scripts/debug.sh explain "Cannot read property 'map' of undefined"

3. Get a cheatsheet

bash scripts/debug.sh cheatsheet python

Capabilities

AI Commands (require EVOLINK_API_KEY)

Command	Description
analyze <file>	Analyze error log — summary, root cause, error chain, fix steps
explain <error_message>	Explain error — meaning, common causes, quick fix, proper fix
trace <file>	Parse stack trace — origin, call chain, root cause, fix
suggest <file> --error <msg>	Fix suggestions — bug location, why it fails, corrected code

Info Commands (no API key needed)

Command	Description
languages	List all supported languages
cheatsheet [language]	Debugging commands and common errors

Supported Languages

Language	Debugger	Key Tools
javascript	Node --inspect, Chrome DevTools	console.trace, memory profiling
python	pdb, breakpoint()	tracemalloc, cProfile
go	Delve	-race flag, pprof
rust	rust-gdb, rust-lldb	RUST_BACKTRACE, env_logger
java	Remote JDWP	jmap, jstack, GC logging
network	curl -v, dig	lsof, netstat, ss
css	Outline trick	Grid/Flex inspectors
git	git bisect	Automated bisect with test scripts

Examples

Analyze an error log

bash scripts/debug.sh analyze server-crash.log

Output:

**Error Summary:** Node.js process crashed due to unhandled promise rejection
in the database connection pool.

**Root Cause:** The PostgreSQL connection string contains an expired SSL
certificate path, causing all new connections to fail silently...

**Fix Steps:**
1. Update the SSL certificate at /etc/ssl/certs/db.pem
2. ...

Explain an error message

bash scripts/debug.sh explain "ECONNREFUSED 127.0.0.1:5432"

Parse a stack trace

bash scripts/debug.sh trace crash-dump.txt

Suggest fixes for buggy code

bash scripts/debug.sh suggest api/handler.py --error "KeyError: 'user_id'"

Configuration

Variable	Default	Required	Description
EVOLINK_API_KEY	—	Yes	Your EvoLink API key. Get one free
EVOLINK_MODEL	claude-opus-4-6	No	Model for AI analysis

Required binaries: python3, curl

Security

Data Transmission

AI commands send user-provided content (error logs, messages, code files) to api.evolink.ai for analysis by Claude. By setting EVOLINK_API_KEY and using these commands, you consent to this transmission. Data is not stored after the response is returned. The languages and cheatsheet commands run entirely locally and never transmit data.

Network Access

• api.evolink.ai — AI error analysis (AI commands only)

Persistence & Privilege

This skill creates temporary files for API payload construction which are cleaned up automatically. No credentials or persistent data are stored. The skill only reads files explicitly passed as arguments — it never scans or reads files on its own.

Links

• GitHub
• EvoLink API
• Community
• Support