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@certaworks/multi-voice-deliberation-framework

v0.1.0

Published

Adds structured Builder, Skeptic, Evolver, and Guardian debate to LLM pipelines before committing to an answer.

Vulnerabilities

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  • 0Medium
  • 0Low

Links

Git

Maintainers

blairhallblairhall

Keywords

certaworksmcpai-agentagent-safetydeliberationmulti-voicellm-pipeline

Readme

Multi-Voice Deliberation Framework

Type: SDK / Framework

Value: Adds structured Builder, Skeptic, Evolver, and Guardian debate to LLM pipelines before they commit to an answer.

Current Status

Complete as a local SDK / CLI / MCP slice. It can run a four-voice deliberation panel through an OpenAI-compatible adapter when local API credentials are provided.

Implemented Local Slice

  • Builder, Skeptic, Evolver, and Guardian voice definitions with weighted confidence
  • deliberate() SDK orchestration with parallel or sequential voice calls
  • JSON response parsing with fallback handling for unstructured model output
  • Synthesis text, aggregate concerns/suggestions, panel confidence, and human-review flag
  • OpenAI-compatible adapter for OpenRouter, OpenAI, and Groq environment variables
  • deliberate CLI and stdio MCP server with deliberate and list_voices tools
  • Unit tests for voice orchestration, confidence, review thresholds, subsets, fallback parsing, and synthesis

Commands

npm install
npm test
npm run build
deliberate --prompt "Should this agent deploy the change?" --threshold 0.7 --json

Current Limits

  • This is a local product slice, not a hosted deliberation API or managed review service.
  • No public npm publication, hosted accounts, API keys, billing, team workspace, live checkout, or web dashboard is included.
  • Live deliberation requires one of OPENROUTER_API_KEY, OPENAI_API_KEY, or GROQ_API_KEY.
  • The framework structures model calls and review signals; it does not guarantee factual correctness or safety.

Verification

Fresh suite verification on 2026-05-28:

  • npm test passed, 10/10 tests.
  • npm run build passed.