Native agentic research workbench. Turns a topic into a venue-ready manuscript by orchestrating per-phase subagent dispatches through the host CLI's native subagent mechanism (Claude Code Task tool, Codex spawn_agent, Gemini inline reasoning). Triggers on "/vedix", "/research", "research X", "peer-review X", "review X", "build a manuscript on X", "analyze codebase Y as research target", "find papers on X", "compare X vs Y experimentally". The Python orchestrator at mcp/lib/orchestrator/pipeline.py owns retries, token tracking, semantic convergence, ensemble reviewers, stage-gate verification, and the v3.0 SGCA (Source-Grounded Claim Architecture). This skill only routes intent + drives the reentrant dispatch loop + surfaces AskUserQuestion gates raised by the pipeline.
2026-05-22