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PRAMĀṆA (KMIT): evidence-gated trust MultiAgent — 27/27 eval + judge pack - #13

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PRAMĀṆA (KMIT): evidence-gated trust MultiAgent — 27/27 eval + judge pack#13
ruthvikgoud16 wants to merge 2 commits into
mutagent-io:mainfrom
ruthvikgoud16:submission/pramana-kmit-fresh

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@ruthvikgoud16

@ruthvikgoud16 ruthvikgoud16 commented Aug 8, 2026

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Summary

  • Fresh KMIT submission under submissions/pramana/: evidence-gated MultiAgent (privacy_gate → GraphRAG → draft → verify → factcheck → govern)
  • Dual proof: deterministic trust-core scorecard 27/27 (passRate: 1.0) + unit tests 35/35; self-evolve 18/27 → 27/27 SHIP
  • Judge pack: architecture + audit PDFs, one-pager, demo script, response examples
  • Helix extension *govern (helix-extension/pramana-govern), transcripts (main + subagents), and traces under submissions/pramana/traces/
  • Product feedback filed (4 IDs in FEEDBACK_LOG.md)
  • Sage UI + Supabase OAuth bridge + Inspection studio

Replaces closed (unmerged) PR #7 with a cleaned, current deliverable. Please do not merge until review — opening for maintainer review only.

Test plan

  • cd submissions/pramana && npm install && npm test → 35/35
  • npm run eval → 27/27, writes eval/scorecard.json
  • npm run dev (API :8787) + npm run dev:web (UI)
  • Demo: authorized PTO → answer + citations; wrong-role salary → deny before retrieve; Mars cafeteria → refuse
  • Review files/PRAMANA_Architecture.pdf + files/PRAMANA_Audit_Report.pdf
  • Confirm transcripts + traces present under submissions/pramana/{transcripts,traces}/

monishasarai and others added 2 commits August 8, 2026 06:40
Evidence-gated pipeline (gate→retrieve→draft→verify→factcheck→govern), sage UI, Helix *govern extension, architecture/audit PDFs, and dual proof scorecard + transcripts. Fresh PR (prior mutagent-io#7 closed, not merged).

Co-authored-by: Cursor <cursoragent@cursor.com>
Hackathon root gitignores top-level traces/; force-add submission traces and drop tsbuildinfo.

Co-authored-by: Cursor <cursoragent@cursor.com>
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2 participants