structured-reasoning

Claude Code plugin: universal radial-tree exploration engine. One tree skill + swappable presets (brainstorm / attack / design / code-audit) for divergent ideation, adversarial critique, and design-space exploration. 12 framings × hard-ban-on-incomplete-leaves × stable convergence.

MCP server for structured and efficient reasoning with step validation, branching, and revisions.

The Reasoning Engine — Auditable Reasoning for Production AI | Rust-Native | Turn Prompts into Protocols

A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI

A structured reasoning and decision architecture for stable, interpretable, and hallucination‑resistant AI systems. An open standard for human–AI collaboration and autonomous systems.

Lean, high-quality tool for structured multi-model debates. Radical equality between participants. Deliberately not another orchestration framework.

Operator‑based meta‑logic engine for structured reasoning. Minimal, impersonal cognitive operators and a canonical reasoning cycle.

An AI-native programming language for building safe, observable, and cost-aware autonomous systems.

Search-native Agentic RAR runtime that turns noisy trend narratives into decision-grade rules.

Post-hoc claim analysis for multi-party records: accuracy verdicts, distortion flags, and a triage-framework mapping of each participant's reasoning

LLM Agent Engine

AI-powered multi-agent system for structured debate and synthesis of complex documents. Eliminates bias through adversarial reasoning - independent agents argue for/against extracted factors to generate balanced, transparent reports. Built with FastAPI, React, and Google Gemini.

MCP server for heterogeneous AI validation — T1 structured reasoning, T2 cross-model evaluation, and deterministic checksum. Python stdlib-only.

[CVPR 2026] StaR-KVQA: Structured Reasoning Traces for Implicit-Knowledge Visual Question Answering

Structured Reasoning Workflow Life Insurance Chatbot

Tournament-ready trivia agent built on Groq Llama 3.3 70B with OpenAI fallback: features structured reasoning, score-aware risk calibration, and Tracer-based LLM auditing.

A curated, public‑safe expression of AIMoG Apex — demonstrating structured reasoning, intentional clarity, and disciplined simplicity.

Measurement-first audit repo for hidden-state verifiers in structured reasoning: outcome readout vs process verification via counterfactual local validity.

sequential thinking server

Provides a semantic architecture for preserving reasoning context across humans, LLMs, and AI agents.