U0492 Research Human Approval Router

Research Human Approval Router

Why This Skill Exists

We need this skill because research throughput degrades without reproducibility and prioritization. This specific skill directs high-risk decisions to the right humans quickly.

When To Use

Use this skill when the request explicitly needs "Research Human Approval Router" outcomes in the Scientific Research Systems domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Research Human Approval Router, including at least three measurable KPIs tied to non-reproducible results and wasted cycles.
2. Design and version the input/output contract for hypotheses, experiments, and replication evidence, then add schema validation and failure-mode handling.
3. Implement the core capability using reviewer routing policies, and produce priority approval queues with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.
5. Add unit, integration, and simulation tests that explicitly cover non-reproducible results and wasted cycles, then run regression baselines.
6. Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.

Required Deliverables

• Capability contract: input schema, deterministic scoring, output schema, and failure modes.
• Runtime profile: planning-router using reviewer routing policies to produce priority approval queues.
• Orchestration integration: scientific-research-systems:planning-router routing, approval gates, retries, and rollback controls.
• Validation evidence: unit, integration, simulation, regression-baseline suites and rollout telemetry.

Operational Runbook

Preflight

• Confirm the Research Human Approval Router request scope, source evidence, and measurable success criteria before execution.
• Verify feature flag skill_0492_research-human-approval-router, approval gates, and rollback owner before autonomous use.

Execution

• Execute reviewer routing policies with deterministic scoring and reproducible trace capture.
• Produce priority approval queues plus scorecard, assumptions, and unresolved-risk notes.

Recovery

• Fail closed when required signals, evidence, or approval gates are missing.
• Rollback to the last stable baseline when posture is critical or validation fails.

Handoff

• Publish priority approval queues, validation evidence, and telemetry links to downstream owners.
• Queue follow-up tasks for unresolved risks, threshold tuning, or approval review.

Guardrails

• [quality] Require deterministic scoring and validation evidence before promotion.
• [reliability] Preserve retries, rollback controls, and failure-mode evidence for every run.
• [safety] Route critical posture or missing approval gates to human review before autonomous action.