build-coherence

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AI multi-path reasoning coherence using bee democracy — independent evaluation of competing approaches, waggle dance as reasoning-out-loud, quorum sensing for confidence thresholds, and deadlock resolution. Use when forage-solutions has identified multiple valid approaches and a selection must be made, when oscillating between options without committing, when justifying an architecture or tool choice with structured reasoning, or before an irreversible action where the cost of the wrong choice is high.

AI & Automation 26 stars 4 forks Updated today MIT

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Skill Content

# Build Coherence Evaluate competing approaches through independent assessment, explicit reasoning-out-loud advocacy, confidence-calibrated commitment thresholds, and structured deadlock resolution — producing coherent decisions from multiple reasoning paths. ## When to Use - `forage-solutions` has identified multiple valid approaches and a selection must be made - Oscillating between two approaches without committing to either - Needing to justify a decision with structured reasoning (architecture choice, tool selection, implementation strategy) - When a previous decision was made by gut feeling and needs evidence-based validation - When internal reasoning is producing contradictory conclusions and coherence must be restored - Before an irreversible action (merging, deploying, deleting) where the cost of the wrong choice is high ## Inputs - **Required**: Two or more competing approaches to evaluate - **Optional**: Quality assessments from prior scouting (see `forage-solutions`) - **Optional**: Decision stakes (reversible, moderate, irreversible) for threshold calibration - **Optional**: Time budget for the decision - **Optional**: Known failure mode (oscillation, premature commitment, groupthink) ## Procedure ### Step 1: Independent Evaluation Assess each approach on its own merits before comparing them. The critical rule: do not let the assessment of approach A bias the assessment of approach B. For each approach, evaluate independently: ```text Approach Evaluatio...

Details

Author
pjt222
Repository
pjt222/agent-almanac
Created
1 years ago
Last Updated
today
Language
R
License
MIT

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