Manage working memory, episodic memory, and semantic retrieval with confidence estimation.
npx skills add https://github.com/garochee33/DSH --skill cognitive-garochee33
Please help me install this Agent Skill. Skill: Cognitive Source: https://github.com/garochee33/DSH/tree/main/kb/skills/cognitive Command: npx skills add https://github.com/garochee33/DSH --skill cognitive-garochee33
This Skill helps agents reason more reliably by managing context, recalling relevant experiences, and estimating confidence when evidence is incomplete or noisy.
Use the cognitive skill to summarize the current conversation, retrieve relevant prior memories, and return a confidence estimate for the answer.
High-intent search queries and answers about installing and using this skill.
Use memory management to maintain working, episodic, and semantic memory, preserving useful context across turns and sessions for consistent multi-turn conversations.
Bayesian belief updating improves agent reasoning by scoring relevance, weighting salient information, and estimating confidence when evidence is incomplete or noisy during information retrieval.
Yes, ChromaDB-backed retrieval supports semantic memory retrieval, allowing agents to retrieve related prior facts from memory and summarize long conversations effectively.
Yes, PyTorch and NumPy are required dependencies for attention modeling and confidence estimation, along with SciPy and ChromaDB for structured reasoning primitives and retrieval.
Structured reasoning workflows like chain-of-thought, tree-of-thought, and self-consistency support complex problem solving by combining memory management with attention and belief updates.
garochee33Accelerate numerical, scientific, GPU, and quantum computation workflows with NumPy, SciPy, Numba, Torch, and Qiskit.
FacundoSu1986Orchestrate semantic, episodic, and working memory across multi-agent workflows.
robertbr123Manage and query vector embeddings with metadata using chromadb.
BetterStacksInstall and configure RAG primitives in a TypeScript codebase.
