Resources / Guides

Better tasks begin with clearer decisions.

Short, practical material for defining work that an AI system can execute and a person can evaluate.

PRACTICAL GUIDES

Make the next task clearer.

Short guides for the decisions that make long-running AI work reviewable.

Guides

How to write acceptance criteria AI can actually verify

A practical framework for separating structural checks, semantic judgments, and decisions that should remain human.

Guide · 7 min Read ↗
Guides

Your first durable research task

A practical walkthrough from a clear research question to a reviewed, evidence-backed delivery package.

Guide · 8 min Read ↗
Engineering

Capability cards, explained

How LibreTask describes tools with enough context to route, govern, invoke, and audit them safely.

Guide · 7 min Read ↗
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