yogsoth-ai Convergence Distillation
Purpose: Drive multiple independent perspectives toward a single shared answer through iterative anonymous feedback rounds. Each round narrows the distribution of judgments until consensus threshold is met or stability is reached.
When to use:
- Need a single definitive answer from diverse experts
- Establishing guidelines, thresholds, or standards
- Quantitative estimates requiring group calibration
- Situations where social pressure would bias face-to-face discussion
Budget
| Parameter | Constraint |
|---|---|
| Rounds | 2–4 (stop at consensus or stability) |
| Perspectives | ≥4 independent |
| Consensus threshold | ≥70% agreement or IQR ≤ 1 |
State Ledger
| Key | Type | Description |
|---|---|---|
| question | string | The focal question being converged |
| perspectives | array | List of perspective descriptions |
| rounds | array | History of all round results |
| current_round | integer | Current round number |
| consensus_score | float | Latest consensus measurement |
| stability | boolean | Whether scores stopped changing |
Available Tactics
- iterative-convergence-round — Core loop: collect → feedback → revise → measure → decide
Available SOPs
- judgment-collection
- feedback-distribution
- consensus-measurement
- round-decision
- consensus-synthesis
Execution Guidance
- Frame the question clearly with response format (Likert, numeric, ranking)
- Run iterative-convergence-round until round-decision returns "stop"
- If max rounds reached without consensus, document dissent
- Run consensus-synthesis to produce final report
Output Format
consensus_reached: true/false
final_answer: <aggregated result>
consensus_score: <float>
rounds_completed: <int>
dissent_record: <items that did not converge>
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| iterative-convergence-round | Execute one full Delphi round — collect judgments, distribute anonymous feedback, measure consensus, decide whether to continue. |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| consensus-synthesis | Synthesize all rounds into a final consensus report documenting agreements, dissent, and process. |