devilking7x

Yaad Memory Fabric — Development skill for Claude Code

Development community

Yaad Memory Fabric — NVIDIA-powered knowledge/memory layer for the Open Agent Hackathon 2026 (Tinkerer Track).

How to install Yaad Memory Fabric

This entry records only its repository, not the path inside it, so there is no exact command to give. Open devilking7x/yaad-memory-fabric and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Yaad Memory Fabric does

Yaad Memory Fabric — NVIDIA-powered knowledge/memory layer for the Open Agent Hackathon 2026 (Tinkerer Track). Document ingestion, hybrid retrieval with citations, multi-agent research, and watch goals.

Alternatives in Development

AgentSkillOS — Build your agent from 200,000+ skills via skill RETRIEVAL & ORCHESTRATION 373 ★
Citation Validation — Verify all citations in a research document for accuracy, completeness, and quality 228 ★
Openshell Deepagent — A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and p 187 ★

README

Yaad Memory Fabric

**Open Agent Hackathon 2026 — Tinkerer Track entry.**

Yaad Memory Fabric is a new knowledge/memory layer that extends [Yaad](https://github.com/devilking7x/yaad) — Om's memory-based personal AI assistant — turning it from a chat assistant into a connected, autonomous knowledge agent, powered by NVIDIA sponsor technology.

🚧 Building in the open. Implementation lands during the official build window, **Oct 15–20, 2026** (judged work must be created during the window per the Tinkerer Track rules). This README tracks what exists vs. what is new — see `docs/NEW-WORK.md`.

What it adds to Yaad

Module	What it does	Sponsor tech
Document ingestion	Upload PDF/MD/CSV/TXT → extract → chunk → embed → local vector store	NVIDIA NIM embeddings
Hybrid knowledge search	Vector + keyword retrieval with citations (doc + chunk)	NVIDIA NIM
Deep research v2	planner → parallel investigators → critic → synthesizer, evidence-backed reports	NVIDIA NIM + Tavily
Watch goals	Standing goals → scheduled autonomous briefings	NVIDIA NIM

Status

Repo scaffolded (README, LICENSE, .gitignore)
Implementation (build window Oct 15–20, 2026)
Live demo deployment
Demo video

Tinkerer story

Yaad already exists (agent loop, persistent memory, skills, web search). Memory Fabric is the **new work**: every file outside this seed commit is written during the build window and integrates NVIDIA NIM for embeddings, chat, and multi-agent reasoning over the user's own documents.