Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with distributed tracing and correlation IDs. Use when setting breakpoints, debugging containers/pods, remote debugging, or production debugging.
View on GitHubancoleman/ai-design-components
backend-ai-skills
February 1, 2026
Select agents to install to:
npx add-skill https://github.com/ancoleman/ai-design-components/blob/main/skills/debugging-techniques/SKILL.md -a claude-code --skill debugging-techniquesInstallation paths:
.claude/skills/debugging-techniques/# Debugging Techniques
## Purpose
Provides systematic debugging workflows for local, remote, container, and production environments across Python, Go, Rust, and Node.js. Covers interactive debuggers, container debugging with ephemeral containers, and production-safe techniques using correlation IDs and distributed tracing.
## When to Use This Skill
Trigger this skill for:
- Setting breakpoints in Python, Go, Rust, or Node.js code
- Debugging running containers or Kubernetes pods
- Setting up remote debugging connections
- Safely debugging production issues
- Inspecting goroutines, threads, or async tasks
- Analyzing core dumps or stack traces
- Choosing the right debugging tool for a scenario
## Quick Reference by Language
### Python Debugging
**Built-in: pdb**
```python
# Python 3.7+
def buggy_function(x, y):
breakpoint() # Stops execution here
return x / y
# Older Python
import pdb
pdb.set_trace()
```
**Essential pdb commands:**
- `list` (l) - Show code around current line
- `next` (n) - Execute current line, step over functions
- `step` (s) - Execute current line, step into functions
- `continue` (c) - Continue until next breakpoint
- `print var` (p) - Print variable value
- `where` (w) - Show stack trace
- `quit` (q) - Exit debugger
**Enhanced tools:**
- `ipdb` - Enhanced pdb with tab completion, syntax highlighting (`pip install ipdb`)
- `pudb` - Terminal GUI debugger (`pip install pudb`)
- `debugpy` - VS Code integration (included in Python extension)
**Debugging tests:**
```bash
pytest --pdb # Drop into debugger on test failure
```
For detailed Python debugging patterns, see `references/python-debugging.md`.
### Go Debugging
**Delve - Official Go debugger**
**Installation:**
```bash
go install github.com/go-delve/delve/cmd/dlv@latest
```
**Basic usage:**
```bash
dlv debug main.go # Debug main package
dlv test github.com/me/pkg # Debug test suite
dlv attach <pid> # Attach to running process
dlv debug --