Run parallel AI tracks to debug flaky tests and CI failures.
npx skills add https://github.com/nicobailon/debug-mode --skill debug-mode-nicobailon
Please help me install this Agent Skill. Skill: debug-mode Source: https://github.com/nicobailon/debug-mode/tree/main Command: npx skills add https://github.com/nicobailon/debug-mode --skill debug-mode-nicobailon
Debug Mode enables hypothesis-driven debugging by running two autonomous AI tracks in parallel, each reviewing and refining its own fixes, then synthesizing their findings for high-confidence changes.
Install prerequisites (bun, tmux, Codex CLI), initialize the debug-session with debug-mode init /path/to/project, run track iterations with debug-mode codex run track-a 1 /tmp/debug-track-a-prompt.md and debug-mode codex run track-b 1 /tmp/debug-track-b-prompt.md, monitor status with debug-mode status track-a and debug-mode status track-b, compare changes with debug-mode diff track-a / debug-mode diff track-b, and finally apply with debug-mode apply track-a /path/to/project.
High-intent search queries and answers about installing and using this skill.
Flaky CI tests can be debugged by running two parallel AI tracks that independently review and refine their own fixes, then synthesize findings for high-confidence changes. This dual-track approach converges on a fix quickly when standard debugging fails.
Dual-track AI debugging runs two autonomous AI tracks in parallel using Opus 4.5 and GPT 5.2 to explore complementary fixes. Each track independently reviews and improves its own work, then synthesizes findings to converge on a high-confidence fix.
Yes, isolated git worktrees are required. The dual-track AI debugging workflow uses isolated worktrees to allow each track to independently build context, reproduce the issue, and coordinate patches without interfering with the other track.
Initialize the session with debug-mode init, run track iterations using debug-mode codex run for both track-a and track-b, monitor status with debug-mode status, compare changes with debug-mode diff, and apply the chosen fix with debug-mode apply.
You need bun, tmux, and Codex CLI installed, along with Opus 4.5 and GPT 5.2 compatible tooling. These tools enable the CLI to initialize, run, poll, diff, apply, and clean up isolated parallel debugging tracks.
Parallel AI tracks are best for complex debugging scenarios across large codebases, specifically when standard debugging fails or when dealing with flaky tests and CI/E2E failures that are hard to reproduce consistently.
jpoutrinExecute multiple Claude Code agents in parallel with wave dependencies and git worktrees.
JaimeJunrEmit [DEBUG]-prefixed logs to console or stderr during DEBUG MODE.
Clouder0Handle subagent failures with retry strategies and escalation patterns.
tranhieuttOrchestrate parallel git worktrees with subagents and sequential merges.
