scholar-citation-verify

# Scholar Citation Verify Four-layer citation verification workflow for academic papers. Scans paper files, verifies every citation through WebSearch/Google Scholar/APIs, and produces a verification report with actionable fixes. ## Pre-load (before execution) 1. **Codebase docs**: If `.workflow/codebase/ARCHITECTURE.md` exists, read for project context 2. **Specs**: `maestro load --type spec --category coding` — load coding conventions 3. **Wiki knowledge**: `maestro search "academic writing research paper" --json` — top 5 entries as prior context 4. All optional — proceed without if unavailable ## Architecture Overview ``` User: "Verify citations in my paper" | v ┌──────────────────────────────────────────────────────────────┐ │ SKILL.md (Orchestrator) │ │ Collect preferences → Dispatch phases → Track progress │ └──────────┬───────────────────────────────────────────────────┘ | ┌───────┼───────────┬──────────────┐ v v v v ┌──────┐┌──────────┐┌──────────────┐ │ P1 ││ P2 ││ P3 │ │ Scan ││ Verify ││ Report │ │ & ││ 4-Layer ││ & Fix │ │Extract││ ││ │ └──┬───┘└────┬─────┘└──────┬───────┘ │ │ │ v v v citation verified report.md entries results + fixed .bib ``` ## Key Design Principles 1. **Never trust AI-generated citations**: AI citations have ~40...