# Kimi Deep Research Reports — Triage Summary
Updated: 2026-03-19

## Reports Ingested
1. Payment-Gated AI Agent Economy Platform: Technical Architecture Report (48K chars)
   - Architecture-level: WHAT to build, tradeoffs, protocol design
   - Key sections: 5-phase payment flow, BOLT#11 metadata, 3 refund approaches, L402/macaroons, cloud infra, agent wallets, security, regulatory

2. Sovereign AI Platform: Technical Implementation Report (50K chars)  
   - Implementation-level: HOW to build it, production code, libraries
   - Key sections: L402 FastAPI server, LND gRPC integration, cost estimation formulas, Nostr identity system, reputation, DID standards

## Priority Actions (from both reports combined)
### NOW — Ship This Week
- [ ] Extract L402 server skeleton → integrate with token-gated-economy
- [ ] Extract AdaptiveCalibrator → standalone cost estimation module
- [ ] Extract SovereignRegistration → Nostr auth for the platform
- [ ] File new Gitea issues for implementation tasks from Report #2's roadmap

### NEXT — This Month  
- [ ] Implement refund state machine (keysend-first approach)
- [ ] WebLN integration in the-matrix frontend
- [ ] Channel liquidity automation scripts

### LATER — Architecture
- [ ] ZK reputation proofs
- [ ] DID document resolution
- [ ] Decentralized dispute resolution
- [ ] Oracle-based cost verification

## Code Artifacts (extractable from Report #2)
1. L402 FastAPI server skeleton
2. LNDInvoiceManager class  
3. SettlementMonitor (gRPC streams)
4. AdaptiveCalibrator (online learning cost estimation)
5. NostrIdentityManager (BIP44 derivation)
6. CrossIdentityVerifier (Nostr ↔ Lightning)
7. NostrAuthChallenge (challenge-response)
8. SovereignRegistration (full registration flow)
9. ZeroKnowledgeReputation (Merkle + range proofs)
10. Sybil resistance analyzer (graph-based)

## Kimi Token Budget
- Used: 2 tokens (Report #1 + Report #2)
- Remaining: ~97 tokens
- Queue: 5 prompts at ~/.timmy/kimi-research-queue.md
- Status: Batch 1 prompts (L402, Nostr, Refunds) may be REDUNDANT now
  → Report #2 covers L402 and Nostr identity extensively
  → Redirect Batch 1 tokens to: Lightning node operations, agent-to-agent economy, WebLN/browser integration
