AGIF Overview

AGIF (Adaptive General Intelligence Fabric) describes a systems concept where capability emerges from many constrained cells coordinated under strict enforcement boundaries.

Cells

AGIF Tasklet Cells are single-task artifacts with explicit input/output schemas and a local verifier pack. A cell is considered valid only when verification passes under the target runner.

Safety envelopes

Runner policy defines limits (time, memory, output, tool access). If limits or schema checks fail, execution is fail-closed and host state remains unchanged.

Low-bandwidth descriptors

Fabric-level coordination using compact descriptors is a proposed AGIF direction for bounded multi-cell communication. This is framed as broader future scope beyond a single-cell runtime.

Offline coordination concept

Current public references focus on local runner enforcement and cell packaging. Larger orchestration models are documented as architecture-level proposals, not guaranteed product outcomes.

Reference implementation links

AGIF demo repository: github.com/Ahsadin/agif-tasklet-cell
Project narrative and README are mapped in Docs as reading-start references.