Apex review playbook

Review sequence

1. Use Composition Explosion Calculator to estimate the state space.
2. Use Assurance Decay Worksheet to identify what changed since evaluation.
3. Use Behavioral Persistence Explorer to inspect memory, descendants, synthetic data, routers, and evaluator reservoirs.
4. Use Ecological Rollback Planner to inventory rollback dependencies.
5. Use Evaluator Independence Checklist to check whether selection pressure is trustworthy.
6. Use Responsibility Diffusion Mapper to identify missing accountable owners.
7. Use Multi-LoRA Apex Threat Envelope to decide whether ordinary component review is inadequate.

Apex review triggers

Run the playbook when any of these are true:

• adapters are generated, merged, or selected automatically;
• a router changes which safety policy serves an input;
• memory persists across model replacement;
• evaluator versions changed since the last approval;
• synthetic data from prior outputs enters training or evaluation;
• rollback does not include aliases, prompts, memory, and permissions;
• human approval is mostly based on model-generated summaries.

Output

The output should be a decision record with one of four outcomes:

Reminder

The worksheets do not calculate real-world probability. They identify missing evidence, stale assurance, and unexamined transition paths.