gaia-help

To map user intent to validated slash commands, the system cross-checks user queries against a command manifest using a primary intent map, ensuring only existing commands are suggested to prevent hallucinations.

Phase-aware command suggestion works by inspecting the docs/artifacts directory trees—planning, implementation, test, and creative artifacts—to determine the project phase and rank candidate slash commands accordingly.

When the workflow manifest is missing or contains fewer than three valid options, the command validation gracefully degrades and falls back to a default safe command to ensure continued operation.

To prevent hallucinated slash commands in your workflow, the system cross-checks all candidate commands against a workflow-manifest.csv file, ensuring users only receive actionable, safe options that actually exist.

Yes, you can use context-aware help for safe commands without modifying project files because the intent-to-command mapping operates as a read-only process, assessing artifact trees without altering them.