Red Team Review Loop

An iterative review loop where research is bundled via context-bundler and dispatched to one or more adversarial reviewers. The loop continues until the red team approves.

When to Use

• Architecture or design decisions that need adversarial scrutiny
• Research findings that need epistemic validation
• Security analysis that needs independent verification
• Any work product where "more eyes" reduce risk

Process Flow

1. Research & Analyze — Deep-dive into the problem domain. Create analysis docs, capture sources.
2. Review Packet Generation — Prepare the context for the reviewer:
   • Create Prompt: Write or update a red-team-prompt.md explaining exactly what is being reviewed and what the reviewer should focus on.
   • Define Manifest: Update a manifest.json or equivalent list dictating which source files and research artifacts to include.
   • Bundle Context: Execute the context-bundler plugin, feeding it the manifest and prompt, to compile a single cohesive review packet.
   • Iteration Directory Isolation: Bundle the context and save the output to explicitly isolated directories (e.g., .history/review-iteration-1/) so that when the Red Team forces a rewrite, the baseline artifact is never destructively overwritten.
3. Dispatch to Reviewers — Send the bundle to:
   • Human reviewers (paste-to-chat or browser)
   • CLI agents with adversarial personas (security auditor, devil's advocate)
   • Browser-based agents for interactive review
4. Receive Feedback — Capture the red team's verdict:
   • "More Research Needed" → Loop back to step 1 with targeted questions
   • Asynchronous Benchmark Metric Capture: Explicitly log the total_tokens and duration_ms used by the adversarial agent during this specific iteration into an evals/timing.json file to calculate the true cost of approval.
5. Completion & Handoff — Once the Red Team verdicts "Approved":
   • Terminate the review loop.
   • Pass the final, approved research and feedback documents back to the Orchestrator.
   • DO NOT attempt to seal the session or run a retrospective. The Orchestrator handles that.

Dependencies

• context-bundler — Required for creating review packets
• Personas — Adversarial personas in personas/ directory (e.g., security-audit.md, architect-review.md)

Diagram

See: red_team_review_loop.mmd