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Verify factual claims against database sources
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Basado en la clasificación ocupacional SOC
Outline creation patterns for fiction and nonfiction book structures, including chapter breakdowns, scene planning, and narrative arc mapping.
Grounded prose composition workflow including pre-write queries, consistency checks, and post-write entity extraction for database-backed writing.
Run editing passes over completed sections for voice consistency, timeline verification, contradiction flagging, and citation coverage
Load research corpus into the database by processing files, directories, or URLs through semantic chunking, embedding generation, entity extraction, and relationship building
Analyze BRD and existing corpus to identify knowledge gaps, then generate prioritized research tasks for filling those gaps
Generate writing tasks from BRD structure and corpus, creating chapter/section tasks with dependencies, pre-write queries, and consistency checks
| name | fact-check |
| description | Verify factual claims against database sources |
| category | verification |
Verify factual claims in manuscript against ingested sources.
/fact-check --section section_123
/fact-check --chapter 3
/fact-check --claim "SOE training lasted six weeks"
✅ Verified: 2+ high-reliability sources agree ⚠️ Partially Verified: 1 source, or medium reliability ❌ Unverified: No source support ⚡ Conflicting: Sources disagree
FACT-CHECK REPORT - Section 3.2
✅ "SOE training center at Beaulieu"
Sources: [High] SOE Official History
[High] Beaulieu Archives
⚠️ "Training lasted six weeks"
Sources: [Medium] Memoir - Agent testimony
Note: Duration varied by agent specialty
❌ "All agents carried cyanide capsules"
Sources: None found
Recommendation: Research or remove/hedge claim
⚡ "Over 400 agents deployed to France"
Conflicting: [High] Official records say 393
[Medium] Historian estimates 420+
Recommendation: Cite range or specific source
Runs automatically during /bookstrap-edit-path
Can be run manually on specific sections