AGIF Tasklet Cells

Tasklet Cells package small intelligence features as bounded local artifacts.

This is the clearest software expression of the AGIF layer. A Tasklet Cell is not a vague agent. It is a packaged unit with defined inputs and outputs, a local runner, and a verifier pack that can reject bad execution paths.

Artifact model

Three parts define the cell

The architecture is concrete because each part has a distinct job: packaging, execution, and verification.

Cell bundle

The bundle carries the task definition, schemas, policies, and packaged logic for one bounded piece of work.

Runner

The runner loads the cell locally under explicit CPU, memory, and time limits. When policy breaks, the runner is meant to fail closed rather than continue loosely.

Verifier pack

The verifier pack checks contract shape, expected outputs, and conformance rules so the cell remains a governed artifact instead of a black box.

Execution stance

  • Local-first execution inside the host application or local system.
  • Schema contracts at the edges instead of free-form handoffs.
  • Replay and observability as part of operational trust, not an afterthought.
  • Optional learning or trigger behavior kept inside local boundaries when used.

Why this layer matters

Tasklet Cells are the bridge between ENF theory and working software. They show how bounded execution can survive beyond firmware and enter real applications without dissolving into a generic agent platform.

Minimal cell relationship

Cell bundle to runner to verifier pack
The public model stays simple: package the work, run it locally, verify the result, and reject paths that violate the contract.