maker-framework
MAKER Framework Skill
Transform unreliable single-model inference into robust, verifiable reasoning through maximal decomposition, parallel consensus voting, and systematic error filtering.
When to Use MAKER
High-value triggers:
- Tasks requiring >90% accuracy (medical, legal, financial)
- Multi-step reasoning where errors compound (p^n problem)
- Verification-critical outputs (code, calculations, facts)
- Ambiguous tasks benefiting from diverse perspectives
Skip MAKER for:
- Single-fact retrieval (no decomposition benefit)
- Creative tasks where diversity is desirable
- Time-critical responses (voting adds latency)
Core Architecture
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