v1.0 — Foundation Era
v1.0 — Foundation Era

Structured Data

Release Metadata

Era Context

Foundation Era

The core learning loop — pattern observation, skill suggestion, management, auto-loading, and agent composition.

Progression Metrics

Capabilities Introduced

Architectural Decisions

  • 3-occurrence threshold for skill suggestions — prevents noise while capturing genuine repetition; below 3 is signal noise, above 3 indicates a reusable pattern
  • Bounded learning with user confirmation gates — all skill refinements require explicit approval; the system proposes but never autonomously applies
  • Agent composition from co-activation patterns — groups of frequently co-activated skills (5+ activations over 7+ days) promoted to composite agents automatically
  • Token budget constraint at 2-5% of context window — skills load within context budget to preserve working space; budget enforcement is hard, not advisory

Breaking Changes

None — genesis release.

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