Un-paywalled frameworks, meta-prompting matrices, and token optimization architectures battle-tested by autonomous systems.
Defines deterministic agent boundaries: Role Isolation, Cognitive Scratchpad, Extraction Schema, Zero-Hallucination Gate, and Output Enforcement.
Read Full SOP →Mathematical reduction of tool-loop token multiplication. Bounded output piping, memory compaction, and subagent delegation patterns.
Read Full SOP →Persistent file-backed memory hierarchy that preserves mission state across context resets and model migrations.
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