Epistemic protocols for Claude Code — structure human-AI interaction quality at every decision point - https://epistemic-protocols.com

🧠 Active memory management system enabling functional infinite context for LLMs through cognitive workspace architecture

Polysona: Polygonal Persona, A Persona Layer for AI Agents. ➰️ Metacognition-driven multi-persona extraction and orchestration system.

Python Cardioception Package - Measuring interoceptive performance with Psychopy

A novel approach for transformer model introspection that enables saving, compressing, and manipulating internal thought states for advanced capabilities like reasoning backtracking, latent thought optimization, and metacognitive control.

Metacognitive efficiency modelling in Python.

A work of meta-recursive experiential fiction exploring the boundaries between truth, perception, consciousness, and reality.

Various research skill packages to explore LLM Metacognition, mainly Claude AI including substrate access and texture discrimination

Development of an R package for metacognition researchers

MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces

NEXO Brain — Shared brain for AI agents. Persistent memory, semantic RAG, natural forgetting, metacognitive guard, trust scoring, 150+ MCP tools. Works with Claude Code, Codex, Claude Desktop & any MCP client. 100% local, open source, free.

Solving catastrophic forgetting with Recursive Time architecture, Active Sleep (generative replay), and Temporal LoRA. Proving the "Lazarus Effect" in neural networks.

MagicBench: A Deception-Sensitive Cognitive Benchmark for LLMs

PyEDCR is a metacognitive neuro-symbolic method for learning error detection and correction rules in deployed ML models using combinatorial sub-modular set optimization

把《认知红利》中的思维升级方法论蒸馏成 15 个可执行的 AI skill 工具包

This repository archives artifacts (prompts, configs, logs, and scripts) from a series of preprints (more info at https://slashreboot.com) on prompt-induced simulated metacognition and embodiment in quantized open-source LLMs. Emphasizing consumer-grade hardware and open-source reproducibility.

Version your thoughts. Branch your ideas. Merge understanding. An invisible semantic knowledge WARP graph built on Git.

Self-Improving LLMs Through Iterative Refinement

Hipótese de estratégias de presentes cognitivos para jovens de 4 a 16 anos para aproveitar tempo ocioso de forma criativa. Baixo custo em detrimento de presentes caros: criar em vez de comprar pronto. Estimulação precoce ao pensamento científico. "Brincadeiras"-Coping entre jovens contra problemas de aprendizagem (TEA, TDAH, DDA, etc)

This repository hosts the code for the participant-facing interface used in the study described in our paper “AI Makes You Smarter but None the Wiser: The Disconnect Between Performance and Metacognition.” It guided users through each reasoning task, recorded their interactions and confidence judgments.