Capability
Episode evidence
Attach a completed Episode and the exact current skill version so every proposed change starts from inspectable evidence.
Meet Vera
Vera turns agent evidence into reviewable improvement work.
Vera is an agent-work research partner: attach a real Episode, inspect the evidence, produce bounded artifacts, and keep every decision attached to a durable task.
Core capabilities
Vera organizes evidence, actions, and artifacts around a durable task instead of an open-ended transcript.
Capability
Deterministic plan
Vera exposes the fixed improvement sequence before any model action runs: inspect, draft, compare, and challenge.
Capability
Reviewable artifacts
Drafts, model-estimated comparisons, and adversary findings remain attached to the task with explicit provenance.
Capability
Durable activity
Progress, failures, user direction, and acceptance decisions form an inspectable record instead of disappearing into chat.
The operating contract
The interface makes state, provenance, and decision boundaries visible.
Evidence before synthesis
A proposed change should be traceable to a completed Episode, its evaluation, and the exact source skill version.
Artifacts before prose
The primary result is a draft or review artifact with provenance, not a polished assistant response.
Human-owned decisions
The builder can add constraints, inspect failures, accept a task draft, or stop. Canonical promotion remains separate.
Ethical and applied thinking
Capability matters, but so do reliability, context, and the consequences of how systems are actually deployed.
Where to go next
Start from an Episode, inspect the workflow, or review the system documentation.