AI Decision Making Support & Evaluation Projects
April 5, 2026 · View on GitHub
A curated list of projects exploring the use of AI for decision making support, decision quality evaluation, and structured analytical frameworks.
Last updated: 2026-04-05
Table of Contents
Decision Frameworks
Structured frameworks and tools for AI-assisted decision making and evaluation.
Claude Decision Evaluation Framework
Claude Code model for decision evaluation
Author: danielrosehill
Think Better
CLI tool and AI skill that injects structured decision frameworks into AI coding assistants (Claude Code, GitHub Copilot). Detects decisions and auto-applies 10 analytical frameworks (Reversibility Filter, Weighted Matrix, Pre-Mortem, etc.), 15 decomposition methods, and 12 cognitive bias detectors. Includes decision journaling for calibration tracking.
Language: Go
Author: HoangTheQuyen
Thoughtbox
Docker-based MCP server for multi-agent collaborative reasoning with an auditable "intention ledger." Agents claim problems, propose solutions, review each other's work, and reach consensus — all recorded in a persistent reasoning graph.
Addresses decision quality assessment through auditable reasoning trails, structured deliberation workflows, and peer review with full traceability.
Language: TypeScript
Author: Kastalien-Research
Multi-Criteria Decision Analysis
Libraries and tools implementing formal decision analysis methodologies.
pyDecision
Comprehensive Python library implementing 70+ Multi-Criteria Decision Analysis (MCDA) methods including AHP, TOPSIS, ELECTRE, PROMETHEE, VIKOR, and fuzzy variants. Integrates with ChatGPT for result interpretation.
Published in Journal of Modelling in Management. The most complete open-source MCDA library available, with extensive Colab demos.
Language: Python
Author: Valdecy
AI-Assisted Decision Support
Tools using AI models to provide structured decision-making support.
Multi-AI Advisor MCP
MCP server that queries multiple local Ollama models in parallel and synthesizes their responses — a "council of advisors" pattern for decision support. Features role/persona assignment per model and Claude Desktop integration.
Language: TypeScript
Author: YuChenSSR
Simulatrex Engine
LLM-powered simulation engine for decision-making. Runs generative AI simulations to inform decisions, with a playground UI and API server.
Language: Python
Author: simulatrex
AutoCouncil
LLM council for reviewing agent plans and outputs. Council members independently score submissions as PASS/REVISE, then aggregate into a single judgment. Focused on structured evaluation with iterative revision loops.
Language: Python
Author: shadmau
Co-Op
AI-powered advisory platform for startups. Provides expert guidance across legal, finance, investor relations, and competitive analysis using a multi-model LLM Council with mandatory cross-critique. Includes financial tools (runway/burn rate/valuation), pitch deck analyzer, and cap table simulator.
Language: TypeScript
Author: Afnanksalal
Contributing
Anyone is welcome to open a pull request to add a project to this list. Drop me a line at public@danielrosehill.com if you'd like me to add it manually.
Disclaimer
This resource is intended for those discovering AI-powered decision support and evaluation projects. It is not exhaustive and is maintained on a best-effort basis. The inclusion of a project does not constitute an endorsement.
Maintained by Daniel Rosehill