ai-agent-inventory

Execute the implementation plan by processing and executing all tasks defined in tasks.md

Execute the implementation planning workflow using the plan template to generate design artifacts.

Create or update the feature specification from a natural language feature description.

Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.

Fix pre-commit hook failures in kotaemon by running hooks, mapping errors to the right tool (black, isort, flake8, mypy, codespell, etc.), and re-running until clean. Use when pre-commit fails, the user asks to fix lint/format/CI locally, or before committing when hooks must pass.