| name | confidence-calibration |
| description | Calibrates confidence scores based on debate progression. Determines whether to escalate, continue, or terminate based on cumulative evidence. |
| execution | subagent |
| prompt | ./prompt.md |
| input | round_verdicts (string), confidence_history (string), budget_remaining (string) |
| dependencies | {"sops":["spawn-agent"]} |
Confidence Calibration
Calibrates confidence based on debate progression.
Execution
Subagent — spawned via subagent-spawning/spawn-agent.
Why Subagent
Calibration requires meta-analysis of debate trajectory without being anchored to any single round's outcome. Isolated context enables objective trend assessment.
Input
- round_verdicts: All judge verdicts so far
- confidence_history: Confidence scores from each round
- budget_remaining: Rounds/searches remaining in budget
Output
- calibrated_confidence: Updated confidence in artifact viability (0.0–1.0)
- decision: escalate / continue / terminate
- reasoning: Why this decision given the trajectory
- saturation_flag: Whether debate is producing diminishing returns
Budget
One unit = one calibration assessment per round.
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|
| spawn-agent | Spawn a customized CC subagent with full MCP tool access. Used by SOPs that declare execution: subagent. |
