Context¶

Context is about implementation—how expertise reaches agents cognitively.

Context Library¶

The library is where context lives, organized for discovery and use.

Context Frames: Distinct frames for "the world," for each organization, project, component, down to individual tasks. Each frame is curated (relevant, high-quality) and connected (reliably find what you're looking for).

Task Workspaces: Organized, auditable working areas external to the agent's context window. You can restart a session with a clean context window and continue at the same point—because everything important is represented in clear structure outside the session.

Agent Notes: The agent is responsible for what it remembers. Agents maintain their own notes as part of their work.

Context Audit¶

Quality maintained reactively through observation and correction.

By Humans: Articulate expectations. Define what quality looks like.

By Agents: Apply expectations. Check work against defined standards.

This is the activity that implements the "Learn" outcome from the operational cycle.

Curation¶

Quality maintained proactively through structure.

By Advertising: Each piece of content advertises what it offers. Quality becomes a local alignment problem: does the anchor deliver what it promises?

This inverts the global quality problem. Instead of somehow ensuring everything is high-quality everywhere, you ensure each piece is aligned with its advertisement. Quality is localized.