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@theneuralledger/research

v0.1.0

Published

Evidence-first TNL research skills, orchestration, and application.

Vulnerabilities

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Links

Git

Maintainers

bekirdagbekirdag

Keywords

researchnewsintelligencecitationscodali

Readme

@theneuralledger/research

Shared, evidence-first research contracts and orchestration for The Neural Ledger.

The package contains six immutable research skills, bounded TNL/Docdex/web/Codali adapters, tenant-scoped result caching, deterministic graders, an authorized HTTP service boundary, a standalone research workspace, and an MCP App resource.

Local deterministic service

npm run build --workspace @theneuralledger/research
TNL_RESEARCH_DEV_SERVICE=1 node packages/research/dist/service-bin.js

Open http://127.0.0.1:7425. The development entrypoint uses synthetic evidence, accepts loopback-only development identity headers, and refuses to start when NODE_ENV=production.

Production deployments import ResearchOrchestrator into the authenticated TNL service and provide durable tenant storage plus configured TNL, Docdex, approved web, and Codali HTTPS adapters. Credentials remain server-side. The research runtime never shells out from browser code and never modifies BDYA state.

Result guarantees

  • Material factual claims must cite normalized evidence.
  • Prompt-like source text is quarantined before synthesis.
  • Fact, inference, forecast, and unknown classifications remain structured.
  • Event, publication, revision, retrieval, and asOf times remain distinct.
  • Budgets bound tool calls, duration, tokens, sources, and cost.
  • Traces contain stage summaries and provider versions, not hidden reasoning.
  • Generated work is identified as TNL Bot and is not trading advice.