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

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

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

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.

Python Cardioception Package - Measuring interoceptive performance with Psychopy

Anima: an experimental cognitive architecture that models internal state, conflict, and decision-making. Uses LLMs as an interface, not as the core.

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.

Metacognitive efficiency modelling in Python.

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

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

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

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

Development of an R package for metacognition researchers

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.

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

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

MagicBench: A Deception-Sensitive Cognitive Benchmark for LLMs

The AI that refuses to think for you. Open-source anti-deskilling framework implementing human-AI collaboration protocols from the Cabitza lab (Milano-Bicocca). Four modes: Forge, Anvil, Crucible, Executor.

Metacognitive Behavioral Tuning of Large Language Models for Multi-Hop Question Answering

Advanced cognitive reasoning MCP server — DAG thought graph, 10 strategies, metacognition, self-critique, knowledge integration, and pruning