Roadmap

[kgraph57]

Tracking the direction of Evidentia. Suggestions welcome — comment or open a separate issue.

Shipped in v1.0.0

• Deterministic engine (CLI + MCP) — CrossRef / PubMed / OpenAlex / ClinicalTrials.gov
• 4-tier classification (Verified / Bibliographic mismatch / Hallucination / Content-review-needed)
• NCT trial IDs, ISBN/book and grey-literature awareness (no false hallucinations)
• Batch input + --fail-on-fabrication for CI
• Claude Code plugin packaging
• 19-case live benchmark

Next

• evidentia-bench — grow to 100+ cases; publish per-model fabrication rates (Claude vs GPT vs Gemini on the same medical citations)
• CrossRef/OpenAlex abstract retrieval to assist the Tier-2 context check
• More media presets in the skill (specialty-specific checklists)
• Additional registries (Europe PMC, DOAJ) and more citation styles/languages

Ideas under consideration

• A GitHub Action published to the Marketplace (not just an example)
• HTML report output

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