zwright8 Epistemic Risk-Aware Scheduler
Mission
We need this skill because decisions drift when claims are accepted without verification. This specific skill times execution based on risk posture instead of urgency alone.
Activation Cues
- Task requires risk-weighted sequencing in Truth-Seeking and Epistemics.
- Task needs explicit risk controls, approval gates, and traceable outcomes.
- Task output must include artifact handoff for humans and agents.
Execution Plan
- Define the scope and success metrics for
Epistemic Risk-Aware Scheduler, including at least three measurable KPIs tied to false certainty and unverified assumptions. - Design and version the input/output contract for claims, evidence, and confidence traces, then add schema validation and failure-mode handling.
- Implement the core capability using risk-weighted sequencing, and produce risk-gated schedules with deterministic scoring.
- Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.
- Add unit, integration, and simulation tests that explicitly cover false certainty and unverified assumptions, then run regression baselines.
- Deploy behind a feature flag, monitor telemetry/alerts for two release cycles, and iterate thresholds based on observed outcomes.
Runbook
Preflight:
- None specified.
Execution:
- None specified.
Recovery:
- None specified.
Handoff:
- None specified.
Guardrails
- [quality] Require validations before promoting outputs.
Success Metrics
- Primary metric: false certainty
- Secondary metrics: unverified assumptions, decision drift
- Review cadence: weekly
Output Contract
- Return a concise execution summary with key decisions.
- Return risk and mitigation notes with unresolved blockers.
- Return artifact target:
risk-gated schedules. - Return recommended follow-up tasks for next wave execution.