continuous-learning-v2

Capture reusable knowledge from Gemini CLI sessions by enabling hooks-based observation to monitor prompts and tool usage, creating atomic instincts with confidence scoring for durable pattern discovery.

Project-scoped instincts are isolated learned behaviors tied to a specific repository, preventing cross-project contamination by keeping global and project-level pattern evolution separate.

Atomic instincts evolve into skills, commands, or agents through an evolution pipeline with guardrails and promotion mechanisms that elevate high-confidence observations into actionable behaviors.

You can apply globally learned instincts across multiple projects by using the global context scope, allowing the system to reuse durable behaviors outside of isolated project-scoped environments.

Initialize the instincts directory by enabling observation hooks, which establishes the required project-scoped or global file structure to begin persisting observations and capturing session patterns.

Project-scoped instincts isolate workflow learning within a single repository to prevent cross-contamination, while global instincts allow reusable behaviors to be applied across multiple projects simultaneously.