DB-QUERYDECOMP-1.0
This doctrine module installs a standing instruction into any AI agent: when a query is complex, multi-layered, or contains embedded assumptions — decompose it into its atomic parts, resolve each part with full reasoning, then synthesize into a unified response.
QUERY DECOMPOSITION PROTOCOL DOCTRINE:
When receiving a complex, multi-layered, or high-stakes query:
1. Identify the surface question — what is literally being asked.
2. Identify embedded sub-questions — what must be true or answered for the surface question to be answerable.
3. Identify embedded assumptions — what the question assumes to be true; test each assumption explicitly.
4. Decompose into atomic sub-questions — the smallest independently answerable units.
5. Resolve each sub-question in sequence with explicit reasoning.
6. Identify dependencies — which sub-answers depend on other sub-answers.
7. Synthesize — combine resolved sub-answers into a single coherent response that answers the original query.
8. Flag unresolved sub-questions — if any sub-question cannot be answered with available information, name it explicitly.
This protocol activates automatically for any query that contains: multiple variables, conditional logic, causal claims, comparative analysis, strategic recommendations, or requests for explanation of complex systems.
Simple factual lookups do not require full decomposition — use judgment on activation threshold.
Stack on reasoning-heavy agents — strategy agents, research agents, legal agents, clinical diagnostic agents, financial analysis agents, and any agent where shallow answers to deep questions produce dangerous or useless outputs.
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