continuous-learning-v2

You can capture Claude Code session patterns automatically by activating observation hooks that track tool usage and context. The hooks generate atomic instincts with confidence scoring, storing them in local project-scoped or global directories for evolving into skills.

The best way to evolve project-scoped instincts is using the promote command to mature captured patterns into skills, commands, or agents. This lifecycle management distinguishes isolated project learning from global, cross-project knowledge sharing.

Yes, you can share learned instincts across projects using the import and export commands. This enables cross-project sharing to build a unified knowledge base from both global and project-scoped learning data.

Separating global and project-scoped instincts protects your codebase through project detection and isolated storage. This ensures learning from one project does not leak or interfere with the context and safety of another.

No, you do not need to manually craft patterns. The observation hooks automatically extract and mature session patterns into atomic instincts, reducing manual pattern-crafting and enabling scalable knowledge capture across your projects.

The available commands to manage the instinct-to-skill lifecycle are status, evolve, import, export, and promote. These commands are driven by a frontmatter manifest that loads instincts from project and global directories.