Methodology for debugging non-trivial problems systematically. This skill should be used automatically when investigating bugs, test failures, or unexpected behavior that isn't immediately obvious. Emphasizes hypothesis formation, parallel investigation with subagents, and avoiding common anti-patterns like jumping to conclusions or weakening tests.
Quickly install systematic-debugging AI skill to your development environment via command line
Source: freenet/freenet-agent-skills.
Always prefer the smallest, most reproducible scope that demonstrates the bug. Work up the ladder only when the smaller scope can't reproduce or doesn't apply:
| Priority | Scope | When to Use | Command |
| 1 | Unit test | Logic errors, algorithm bugs, single-function issues | cargo test -p freenet -- specifictest | | 2 | Mocked unit test | Transport/ring logic needing isolation | Unit test with MockNetworkBridge / MockRing |
Methodology for debugging non-trivial problems systematically. This skill should be used automatically when investigating bugs, test failures, or unexpected behavior that isn't immediately obvious. Emphasizes hypothesis formation, parallel investigation with subagents, and avoiding common anti-patterns like jumping to conclusions or weakening tests. Source: freenet/freenet-agent-skills.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/freenet/freenet-agent-skills --skill systematic-debuggingMethodology for debugging non-trivial problems systematically. This skill should be used automatically when investigating bugs, test failures, or unexpected behavior that isn't immediately obvious. Emphasizes hypothesis formation, parallel investigation with subagents, and avoiding common anti-patterns like jumping to conclusions or weakening tests. Source: freenet/freenet-agent-skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/freenet/freenet-agent-skills --skill systematic-debugging Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/freenet/freenet-agent-skills