Standing on the shoulders of giants.

NemoClaw

NVIDIA

Policy Engine

YAML policy engine, approval gates, privacy-aware routing. Rebuilt from scratch in packages/permissions/. Foundation for Jr GDPR compliance.

Self-referential agents with metacognitive self-modification. Darwin Godel Machine extended. Informs our evolution ability design.

Soul document pattern (Karpathy), self-improving agents via conversation, agent swarm orchestration. Memory and persona systems.

ClawTeam

HKUDS

Orchestration

Multi-agent worktree orchestration, filesystem inbox messaging, parallel execution. packages/orchestration/.

CashClaw

moltlaunch

Search & Study

BM25+ keyword search, feedback loops, idle study sessions. Abstracted into packages/self-autonomy/.

Hermes Agent

NousResearch

Skill Generation

Auto-skill generation, SQLite+FTS5 memory, tool self-registration, checkpoint manager. packages/skills/, packages/memory/.

Nuggets

NeoVertex1

Memory Promotion

Frequency-based memory promotion. Track recall count, promote after 3+ recalls across 2+ sessions. packages/memory/ consolidation.

Supermemory

@DhravyaShah

Memory SOTA

Claims 99% SOTA on agent memory benchmarks. Open sourcing soon. Monitoring for potential memory layer upgrade.

Autoresearch

@karpathy-inspired

Research Engine

Autonomous code improvement loop. Hypothesis engine, escalation strategy (REFINE 3x, PIVOT 2x, GIVE_UP), self-healing executor. packages/proactive/.

code-review-graph

tirth8205

Blast Radius

Local knowledge graph via Tree-sitter + SQLite for blast-radius calculation and impact estimation. packages/eight/.

CLI headless browser automation designed for AI agents. Snapshot-based element refs. packages/tools/browser-use.ts.

pi-dj

arosstale

DJ & Music

YouTube streaming, radio, Suno AI generation, SoundCloud/Bandcamp downloads, BPM detection, mixing, mpv IPC. The foundation of Eight's music production. packages/music/dj.ts.

BMAD Method

bmad-code-org

PRD Framework

Breakthrough Method of Agile AI-driven Development. Structured PRDs, epics, stories. docs/bmad/.

clsh

my-claude-utils

Terminal Stream

Stream real terminal sessions via WebSocket tunnels. xterm.js viewer. packages/daemon/remote-monitor.ts.

Traves Theberge

Traves-Theberge

Security Review

OpenLens: AI-powered multi-agent code review orchestration. Semantic vulnerability detection with verification pass. Inspired ShipIt security sweep pipeline and pre-publish audit pattern.

usecomputer

remorses

Desktop Automation

Cross-platform desktop automation via native Zig N-API. Mouse, keyboard, screenshot, clipboard, window enumeration. Foundation for Power #10 (Computer Use) in packages/computer/.

Quitty

iad1tya

Process Management

macOS menu bar process manager. Real-time RAM monitoring, graceful/force quit, safe list. Inspired packages/computer/process-manager.ts and Lil Eight's Running Apps menu.

Deep GitHub integration (auto-issues, project boards, auto-PRs), workflow automation, multi-provider LLM engine with cost tracking.

Nemotron 120B

NVIDIA

Model Pool

120B parameter model, free tier on OpenRouter. Currently benchmarking alongside other top free models in the vessel auto-selection pool.

Primary local inference model via Ollama. Local-first development. Your code never leaves your machine.

Ryo Lu

@ryolu_

OS Vision

Head of Design at Cursor. The original OS inspiration. Proof that a designer could build an entire operating system with AI.

Rauno Freiberg

@raunofreiberg

Interface Patterns

Web Interface Guidelines. Patterns for exceptional web interfaces. Reference for all 8gent UI decisions.

Federico Villa

@villafederico

Editorial Design

AI Design Field Guide. Editorial design journal aesthetic that influenced documentation styling.

Shiri

@shiri_shh

Control Panel

Hardware-inspired control panel design. Tactile buttons, rotary knobs, LED display concepts.

Code With Antonio

@codewithantonio

AI UI Patterns

Cursor-like AI UI patterns from Polaris project. Tool execution displays, reasoning displays, shimmer effects.

Bas Milius

@basmilius

Icon Design

Meteocons. Handcrafted animated SVG weather icons. Reference for icon animation quality.

Alistair / Stripe

@alistair

Agent Maturity

4 Levels of Agent Maturity (L1-L4). 80% of failures are handoff failures, not model failures. 15 tools max per context.

IndyDevDan

@IndyDevDan

Meta-Agents

Claude Code hooks mastery. Subagents, team-based validation, deterministic agent control, meta-agent patterns.

Relay IPC

@AgentWorkforce

Multi-Agent IPC

IRIS Multi-Agent IPC System. Hash-based deduplication, agent state tracking, MCP tool interface.

Architect

@varun_mathur

Agent Planning

Model that generates optimized project plans. Learns from network. Could replace/augment BMAD planning.

Geoffrey Huntley

@GeoffreyHuntley

Ralph Loop

Iterative AI development cycle: write, review, refine. Development methodology reference.

Vercel

@vercel

Foundation

Next.js, AI SDK, AI Elements, Vercel Sandbox. The foundation of everything. Deployment platform for all 8gent sites.

Obra

@obra

Skill Patterns

Foundational repository patterns for extending Claude Code with composable skills.

Chrome Native MCP

@addyosmani

Browser MCP

Agent-friendly browser control via MCP without extensions. Chrome DevTools native. Google Chrome team.

Browser Use sandbox

@gregpr07

Micro-VMs

Unikraft micro-VMs with control plane architecture. Progression from Lambda to micro-VMs for agent sandboxing.

Inter-Claude Messaging

@louisvarge

Agent Comms

Claude Code instances messaging each other on same machine. Reference for inter-agent communication.

46,000+ AAC pictographic symbols under free license. The vocabulary backbone of 8gent Jr.

Gestalt Language Processing stages for autism. The clinical framework behind Jr's stage-aware adaptation.

Project N.O.M.A.D

@godofprompt

Offline-First

Open-source offline survival computer. AI, Wikipedia, maps, zero internet, zero telemetry. Philosophically aligned.