Research

Import SOP: quick web scan, discover URLs and snippets (from web-browsing)

'Import SOP: deep web research, full-text fetching and analysis (from

SOP: identify variables and their roles within a hypothesis

'Tactic: orchestrate multi-dimensional scoring SOPs to build a comprehensive

Shared SOP: judge whether the current activity has reached information saturation

Shared SOP: General quality-gate check (format completeness, logical consistency)

'Strategy: Treat the gap set as an investment portfolio — use risk/return/diversity

'Import SOP: Medium-depth literature search, AI summary report (from

'Import SOP: Deep literature research, raw full text + PDF Q&A (from

Import SOP: Quick paper scan, returns abstract and metadata (from literature-engine)

'SOP: Assess the novelty potential of a research gap, identify differentiation

'Campaign: Systematically assess and rank research gaps, determining

SOP for inspecting the current hierarchy structure — query graph to display

Tactic for building is-a and part-of hierarchies — establish parent-child

SOP for finding structural gaps in the ontology — missing concepts, thin

Tactic for identifying circular causation — detect feedback loops, classify

'Campaign: Truth-seeking adversarial validation for scientific research

Import SOP: quick web scan discovery (from web-browsing skill)

Import SOP: deep full-page content analysis (from web-browsing skill)

Shared SOP: detect information saturation — know when to stop searching/analyzing

Shared SOP: verify quality gate criteria are met before proceeding

Import SOP: paper AI summary reading (from literature-engine skill)

Import SOP: paper full-text reading (from literature-engine skill)

Import SOP: paper landscape scan (from literature-engine skill)