LLM guidance for designing literature search profiles and queries.
LLM guidance for ResearchOS T4 idea generation.
LLM guidance for staged literature synthesis.
LLM guidance for staged academic manuscript writing in ResearchOS.
Deterministically compile ResearchOS Pre-T5 research artifacts into a source-traceable, schema-valid external_executor/handoff_pack.json. This is the contract used by T5-REBOOST-GATE when it re-boosts project, literature, hypothesis, novelty, risk, and…
Search for and synthesize verified academic literature evidence for a scoped research question, preserving source identifiers and section-level provenance. Use before drafting, ideation, or citation repair when the user needs real source leads rather than…
Start, resume, inspect, or safely pause the native T4 Evolutionary Idea workflow without editing its population, scoring, lineage, or selection files by hand.
Reproduce, repair, and validate required ResearchOS baselines against the locked experiment protocol using Phase B approved resources and a root-owned iteration plan. Use when `research-execution` dispatches D1 because a required baseline has no valid…