rrpauls/esra-agents

Triage active incidents and build resilience after failures using containment, recovery, and controlled tests. Skip ordinary debugging without urgent impact.

Structure consequential choices under uncertainty using OODA, trade-offs, and system feedback. Skip straightforward factual or syntax questions.

Design bounded tests of proposed workflow or architecture improvements with baselines and rollback. Not required for ordinary test execution.

Run bounded ESRA reviews after major architecture or skill changes, repeated failures, or an explicit full-cycle request. Skip routine work.

Review recurring errors or completed experiments and turn supported lessons into minimal workflow updates. Audit recorded ESRA cycles on request.