Roadmap

This roadmap reflects the design spec and current implementation status. Items are grouped by milestone.

v0.1 (publishable core)

Core graph model (ArgumentGraph, ArgumentUnit, Relation, evidence, spans).
JSON IO and schema validation.
Warrant-gated credibility propagation + gate scores.
Graphviz DOT export and CLI commands.
Docs scaffolding and CI/CD.

Warrant-gated explanations (claim, warrant, gate contributions).
Evidence scoring and edge validation with confidence.
Flaw/pattern detection with gate invalidation policies.
Argument bundling: argument = subgraph; bundle graph projection. Current status: evidence scoring/edge validation and bundling/credibility propagation complete.

Argument mining pipeline: ADU extraction, relations, claim types, alignment.
Deferred relevance modeling for chat memory (pending claims, later resolution links).
Grounded evidence modeling for chat/source workflows (evidence items + claim-evidence links).
Assumption generation (implicit premises).
Pattern bank + matcher + fallacy detection.
Graph-first dataset generator + linguistic style augmentation.
Dataset stats and pattern classification utilities.
Multitask training scaffolding (task converters, round-robin loaders, trainer skeleton).
Long-document mining: chunking, per-chunk graphs, reconciliation, and graph merging.

Evidence extraction for PDF/image/video with provenance.
Supporting document + evidence card pipelines.
Multimodal alignment into TextSpan/evidence attachments. Current status: supporting documents + evidence cards implemented; multimodal extractors pending.