agent-assistant-fix-hard

Solving complex code issues requires orchestrating a research-backed, multi-agent hard-fix workflow that coordinates agents to research, diagnose, implement, and verify code fixes for difficult bugs and production incidents.

Debugging hard-to-resolve bugs is handled through research-driven resolution, leveraging contextual analysis and targeted inquiries to surface root causes via cross-agent collaboration across multiple coordinated agents.

Yes, running the multi-agent hard-fix workflow requires predefined boot rules at ~/.codex/skills/agent-assistant/rules/RUNTIME, Codex-native multi-agent spawning, and matrix-skills for resolution.

Triggering the /fix:hard workflow coordinates a rapid, validated fix across components by orchestrating multiple agents to research and implement solutions while maintaining traceable steps for compliance.

Use a multi-agent code debugging workflow for difficult bugs and production incidents requiring in-depth analysis and cross-agent collaboration, rather than standard debugging for simpler, isolated issues.

Yes, the hard-fix workflow is safe and auditable, following predefined boot rules and maintaining traceable steps for compliance during production incident resolution.