Add research assistant evidence grounding

[kiheon0709]

@algora-pbc /claim #16
Closes #16

Summary

• add a self-contained research-assistant-evidence-grounding module for the AI-Powered Research Assistant Suite bounty
• map manuscript claims to evidence artifacts/citations, generate adaptive peer-review findings, score reproducibility readiness, and rank research gaps
• include a dependency-free fixture, CLI demo, requirement map, SVG walkthrough, short demo MP4, and Node test coverage

Demo

• research-assistant-evidence-grounding/docs/demo.svg
• research-assistant-evidence-grounding/docs/demo.mp4
• CLI demo: npm run demo

Verification

cd research-assistant-evidence-grounding
npm run check

Result: 6 Node tests passed, then the CLI demo printed assistant status, evidence coverage, peer-review recommendation, reproducibility confidence, top research gap, weak claims, and audit hash.

git diff --check

Result: passed.

Requirement Mapping

The README maps issue #16 requirements to implementation evidence for auto peer review, adaptive domain templates, reproducibility confidence, prior attempt links, research gap finding, and project-aware assistant summaries.

AI-Assisted Disclosure

This contribution was produced with AI assistance and manually reviewed/verified before submission.

[kiheon0709]

/claim #16

Re-submitting the Algora claim for PR #142. The PR includes the requested demo MP4, requirement map, tests, and local verification output.