Quest: Gap Factory

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This is the spec for the Gap Factory quest View Quest page →

Quest: Gap Factory

Layer: Atlas Priority: P85 Status: active Tasks: 5 total (0 done, 5 open)

Vision

Automated knowledge gap generation pipeline — continuously scan papers, KG edges, hypotheses, and debate transcripts to identify missing knowledge. Background agents systematically probe frontier boundaries, detect contradictions, and surface under-explored research areas. Goal: ensure gaps grow proportionally to knowledge ingestion.

Open Tasks

☐ [Atlas] Build automated gap scanner — analyze new papers for contradictions and unknowns (P3)
☐ [Atlas] Create gap generation from debate transcripts — extract unresolved questions (P3)
☐ [Atlas] Create background gap-generation agent that runs continuously (P3)
☐ [Atlas] Implement KG frontier analysis — find sparse regions in knowledge graph (P2)
☐ [Atlas] Add gap prioritization scoring based on research impact potential (P2)

Success Criteria

☐ All open tasks completed and verified
☐ Integration tested end-to-end with dependent quests
☐ UI pages rendering correctly for this quest's features
☐ Documentation updated for new capabilities

Quality Requirements

> Generated gaps must not be obvious/trivial. Gap prioritization ranks by research impact potential and novelty relative to existing literature. Agents reject gaps that contradict or merely restate hypotheses already scored >0.7. Acceptance: >70% of generated gaps are cited in hypothesis refinements or experiments within 30 days. Batch-generating ≥10 gaps must use parallel agents.

Work Log

_No entries yet._

File: quest_gap_factory_spec.md
Modified: 2026-04-28 03:24
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