ai-cli-copilot

To route codebase analysis tasks, the assistant performs soft triage on every invocation to classify intent and directs the inquiry to the appropriate Codex-driven workflow path, such as RESEARCH or ENGINEERING. Users can also manually override the suggested path.

The best way to conduct root-cause analysis is by using the RCA workflow path, which applies the 5 Whys methodology and maintains a hypothesis ledger to systematically investigate and trace the underlying causes of software engineering issues.

The verification pyramid for engineering tasks enforces validation across three tiers: Tier 1 Unit tests, Tier 2 Integration tests, and Tier 3 E2E tests, ensuring that structured outputs are fully grounded and validated before delivery.

Yes, you can use this assistant for architectural design reviews by leveraging the DESIGN workflow path, which executes an Adversarial Review process to rigorously evaluate and validate your architectural decisions.

No, you do not need to manually select a path. The system automatically performs soft triage to determine your intent and routes the task to the correct workflow, although a user override is available when needed.

Soft routing distinguishes itself by classifying inquiry intent first and selecting a specific execution path like ACG for research or TDD-style verification for engineering, ensuring outputs are validated through path-specific methodologies rather than generic processing.