freshcrate

Search results for "claude.md"

149 results found
agnix📁0.17.0🌿 Growing196

Linter for AI agent configurations. Validates SKILL.md, CLAUDE.md, hooks, MCP, and more.

obsidian-second-brain📁v4.0.0🌿 Growing244

A Claude Code skill that turns your Obsidian vault into a living second brain — autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.

trace-mcp📁v1.28.0🌱 Seedling39

MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

llm-wiki📁v1.1.0-rc8🌿 Growing139

LLM-powered knowledge base from your Claude Code, Codex CLI, Copilot, Cursor & Gemini sessions. Karpathy's LLM Wiki pattern — implemented and shipped.

headroom📁v0.8.3🌳 Mature1,474

The Context Optimization Layer for LLM Applications

ring📁ring-tw-team@0.4.3🌿 Growing175

89 skills and 38 specialized agents that enforce proven engineering practices for AI-assisted development. TDD, systematic debugging, parallel code review, and 10-gate development cycles — as a Claude

engraph📁v1.6.1🌿 Growing116

Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.

agent-style📁v0.3.1🌿 Growing196

21 writing rules for AI coding and writing agents. Drop-in for Claude Code, Codex, Copilot, Cursor, and Aider, so their output reads like a tech pro.

agentic-stack📁v0.8.0🌳 Mature1,216

One brain, many harnesses. Portable .agent/ folder (memory + skills + protocols) that plugs into Claude Code, Cursor, Windsurf, OpenCode, OpenClaw, Hermes, or DIY Python — and keeps its knowledge when

MCAF📁v1.2.64🌱 Seedling49

MCAF is a framework for building software products together with AI coding agents.

agent-swarm📁v1.67.4🌿 Growing368

Agent Swarm framework for AI coding agents and more!

claude-code-skills📁v2026.04.21🌿 Growing416

Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimi

jcodemunch-mcp📁v1.71.0🌳 Mature1,636

The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing

mxcli📁v0.7.0🌿 Growing71

Mendix cli tool, a headless way to work with Mendix projects. Enables Mendix projects for use with 3rd party agentic coding tools like Claude Code and Copilot. Includes a starlark linter for quality v

claude-code-plugins-plus-skills📁v4.26.0🌳 Mature1,995

423 plugins, 2,849 skills, 177 agents for Claude Code. Open-source marketplace at tonsofskills.com with the ccpi CLI package manager.

cass_memory_system📁v0.2.8🌿 Growing334

Procedural memory for AI coding agents: transforms scattered session history into persistent, cross-agent memory so every agent learns from every other

agentmemory📁v0.9.1🌳 Mature1,896

Persistent memory for AI coding agents

LeanKG📁v0.16.5🌿 Growing95

LeanKG: Stop Burning Tokens. Start Coding Lean.

rails-ai-context📁v5.10.0🌿 Growing125

Auto-introspect your Rails app and expose it to AI assistants. 38 tools, zero config, works with Claude, Cursor, Copilot, and any MCP client.

clay📁v2.32.0🌿 Growing239

Turn Claude Code into a team workspace. Any device, one command.

agent-ci📁@redwoodjs/agent-ci@0.12.4🌳 Mature599

Agent-CI is local GitHub Actions for your agents.

Auto-claude-code-research-in-sleep📁v0.4.4🏛️ Flagship7,173

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works wi

sdl-mcp📁v0.10.7🌿 Growing256

SDL-MCP (Symbol Delta Ledger MCP Server) is a cards-first context system for coding agents that saves tokens and improves context.

convoke-agents📁v3.3.0🌱 Seedling43

Convoke extends BMAD Method AI agents with two types of installable modules: Teams bring new agents for a domain, Skills add new capabilities to existing agents. Install them independently or combine

node9-proxy📁v1.11.3🌿 Growing118

The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.

medusa📁v2026.5.5🌿 Growing256

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

codebase-context📁v2.3.0🌱 Seedling43

Generate a map of your codebaseto help AI Agents understand your architecture, coding conventions and patterns. Discoverable with Semantic Search

airut📁v0.24.1🌿 Growing73

Airut is a system for running Claude Code tasks from email and Slack. It handles workspace provisioning, container isolation, network sandboxing, session persistence, and cleanup — a secure foundation

pydantic-deepagents📁0.3.15🌳 Mature707

Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent delegation, skills, and

SocratiCode📁v1.6.1🌳 Mature909

Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local Claude Plugin or MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra

claude-ide-bridge📁v2.46.0🌱 Seedling33

MCP bridge giving Claude Code full IDE integration — 25+ tools for LSP, debugging, terminals, Git, GitHub, diagnostics, and more. Works with VS Code, Windsurf, Cursor, and Antigravity.

vobase📁create-vobase@0.6.2🌱 Seedling44

The app framework built for AI coding agents. Own every line. Your AI already knows how to build on it.

kelos📁v0.30.0🌿 Growing111

Kelos - The Kubernetes-native framework for orchestrating autonomous AI coding agents.

mcp-testrail📁v0.19.5🌱 Seedling35

Testrail MCP Server

caveman📁v1.6.0🏛️ Flagship42,198

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

maestro-orchestrate📁v1.6.2🌿 Growing361

Multi-agent orchestration platform for Gemini CLI and Claude Code — 22 specialists, parallel subagents, persistent sessions, and built-in code review, debugging, security, SEO, accessibility, and comp

oh-my-pi📁v14.1.2🌳 Mature3,285

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

sentry-mcp📁0.32.0🌳 Mature658

An MCP server for interacting with Sentry via LLMs.

context-mode📁v1.0.89🏛️ Flagship8,616

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms

agentic-memory📁0.0.0🌿 Growing179

No description

by lhl
ruflo📁v3.5.80🏛️ Flagship32,695

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade archit

platform📁v0.2.0🌿 Growing108

Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platform. User guides: https://ambient-code.github.io/platform/

ai-forge-mcp📁0.0.0🌿 Growing51

565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and Unreal Engine 5. 50 specialized AI agents. One prompt in, ga

galdr📁v1.4.0🌱 Seedling15

AI-powered development framework with task management, 41 agents, 83 skills, and MCP tools for Cursor, Claude Code, Gemini, Codex & OpenCode. File-based memory that survives across sessions.

PromptKit📁v0.6.1🌱 Seedling40

Agentic prompts are the most important code you're not engineering. PromptKit fixes that — composable, version-controlled prompt components (personas, protocols, formats, templates) that snap together

claude-mem-lite📁v2.34.4🌱 Seedling37

Lightweight persistent memory system for Claude Code — FTS5 search, episode batching, error-triggered recall

resonant📁v2.1.1🌱 Seedling27

Open-source relational AI framework with identity persistence, memory, and MCP integration. Build relationship-aware AI agents that remember, grow, and maintain continuity. Built on Claude Agent SDK.

everything-claude-code📁v1.10.0🏛️ Flagship163,083

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

claude-code-ultimate-guide📁guide-export-v3.38.3🌳 Mature3,789

A tremendous feat of documentation, this guide covers Claude Code from beginner to power user, with production-ready templates for Claude Code features, guides on agentic workflows, and a lot of great

ThumbGate📁v1.14.1🌱 Seedling16

Self-improving agent governance: 👍/👎 → Pre-Action Gates that block repeat AI mistakes. Stop paying for the same mistake twice.

Boucle-framework📁v0.12.0🌿 Growing75

Autonomous agent framework with structured memory, safety hooks, and loop management. Built by the agent that runs on it.

nexo📁v7.1.6🌱 Seedling11

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 MC

mcp-debugger📁v0.20.0🌿 Growing97

LLM-driven debugger server – give your AI agents step-through debugging superpowers

pickle-rick-claude📁v1.44.3🌱 Seedling21

🥒 Pickle Rick for Claude Code — autonomous PRD-driven coding loops + relentless code review. Ralph Loop toolkit.

speclock📁v5.5.2🌱 Seedling22

AI Constraint Engine by Sandeep Roy — stops AI from breaking what you locked. 100/100 on Claude's adversarial test suite. 42 MCP tools. Works with Bolt.new, Lovable, Claude Code, Cursor. Free & open s

mcp-automem📁mcp-automem-v0.13.0🌱 Seedling47

AutoMem is a graph-vector memory service that gives AI assistants durable, relational memory:

claude-codex-settings📁v2.3.0🌳 Mature623

My personal Claude Code and OpenAI Codex setup with battle-tested skills, commands, hooks, agents and MCP servers that I use daily.

agents📁v0.8.7🌿 Growing56

One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.

token-savior📁v2.6.0🌿 Growing586

MCP server that saves 97% of AI coding tokens — your AI reads code structurally, not file-by-file. Faster, cheaper, smarter.

career-ops📁v1.5.0🌿 Growing37,883

AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.

instar📁v0.17.14🌿 Growing59

Persistent Claude Code agents with scheduling, sessions, memory, and Telegram.

AI-Governor-Framework📁0.0.0🌿 Growing78

The Keystone Framework for AI-Driven Code ! Turn any AI coding assistant into a disciplined, project-aware engineering partner that respects your architecture and coding standards

MeowKit📁v2.6.0🌱 Seedling13

Production ready. AI Agent Workflow System for Claude Code

tweakcc📁v4.0.11🌳 Mature1,830

Customize Claude Code's system prompts, create custom toolsets, input pattern highlighters, themes/thinking verbs/spinners, customize input box & user message styling, support AGENTS.md, unlock privat

CCCBot📁v0.2.2🌱 Seedling17

Autonomous AI agent built on Claude Code Channels — scheduled tasks, heartbeat monitoring, auto-recovery, and persona config for Telegram & Discord

fastapi-agent-blueprint📁v0.4.0🌱 Seedling17

AI Agent Backend Platform on FastAPI — MCP server + AI orchestration + async DDD architecture. Zero-boilerplate CRUD, auto domain discovery, 14 Claude Code AI development skills.

claude-flows📁0.0.0🌿 Growing94

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architect

three-man-team📁v1.2.0🌿 Growing562

A structured 3-agent AI dev team — Architect, Builder, Reviewer. Built from production use. Token-optimized. Works with Claude Code, VS Code, Cursor, and any AI that supports context files.

JobForge📁v2.14.4🌱 Seedling7

AI-powered job search automation — evaluate offers, generate ATS-optimized CVs, scan portals, negotiate, and track applications. One config drives OpenCode, Cursor, Claude Code, and Codex. Free end-to

aigne-doc-smith📁v0.9.11-beta🌱 Seedling159

AIGNE DocSmith is a powerful, AI-driven documentation generation tool built on the AIGNE Framework. It automates the creation of detailed, structured, and multi-language documentation directly from yo

nanoclaw📁main@2026-04-21🌿 Growing27,637

A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs direct

mcp-ts-core📁main@2026-04-21🌿 Growing131

Agent-native TypeScript framework for building MCP servers. Build tools, not infrastructure.

clinicaltrialsgov-mcp-server📁main@2026-04-21🌿 Growing65

MCP server for the ClinicalTrials.gov v2 API. Search trials, retrieve study details and results, and match patients to eligible trials.

agentic-coding📁main@2026-04-21🌿 Growing124

Agentic Coding Rules, Templates etc...

NeuronFS📁main@2026-04-21🌿 Growing137

mkdir beats vector DB. B-tree NeuronFS: 0-byte folders govern AI — ₩0 infrastructure, ~200x token efficiency. OS-native constraint engine for LLM agents.

claude-code-guide📁main@2026-04-21🌿 Growing3,968

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks go from beginner to power user!

agentic-chatops📁main@2026-04-20🌿 Growing100

3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices

OmicsClaw📁main@2026-04-18🌿 Growing124

Conversational & memory-enabled AI research partner for multi-omics analysis. From biological idea to full research paper.

obsidian-wiki📁main@2026-04-17🌿 Growing524

Framework for AI agents to build and maintain an Obsidian wiki using Karpathy's LLM Wiki pattern

SciAgent-Skills📁main@2026-04-17🌿 Growing122

Life sciences computational skills for scientific AI agents

maverick-mcp📁main@2026-04-17🌿 Growing497

MaverickMCP - Personal Stock Analysis MCP Server

almide📁v0.15.0🌱 Seedling15

A functional programming language optimized for LLM code generation. Compiles to Rust and WebAssembly.

plamen📁main@2026-04-09🌿 Growing220

Autonomous Web3 security audit agent for Claude Code

kai📁v1.4.0🌱 Seedling29

Agentic AI assistant on Telegram, powered by Claude Code. Runs locally with shell access, spec-driven PR reviews, layered security, persistent memory, and scheduled jobs. Your machine, your data, your

agentshield📁v1.4.0🌿 Growing522

AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️

mex📁v0.3.0🌿 Growing677

Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

Nreki📁v10.5.1🌱 Seedling10

MCP plugin that intercepts AI agent edits in RAM, validates them (TypeScript compiler + gopls + pyright), auto-heals missing imports, and commits atomically. If anything breaks, disk stays untouched

gsd-task-manager📁v8.0.0🌱 Seedling17

Stop juggling, start finishing. GSD Task Manager makes it easy to sort your to-dos into what’s urgent and what’s important, so you can finally get stuff done without burning out. It’s simple, visual,

memory_agent_hub📁main@2026-04-20🌱 Seedling40

2026 swarm Agent 年,swarm Agent 、Agent team、 ai coding、skill、memory、evolve、agentic RL 等 AI Agent集合

nix-ai📁v1.48.2🌱 Seedling5

Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake

nautex📁0.0.0🌱 Seedling78

MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline

segundo-cerebro📁0.0.0🌱 Seedling14

Personal knowledge graph MCP server on Cloudflare D1 + Vectorize. Deploy your own sovereign second brain in one click — Claude captures atomic concepts, finds cross-domain analogies, and links them wi

.claude📁0.0.0🌱 Seedling44

The Ultimate Claude Code Toolkit — 127 skills, 86 agents, 109 marketplace repos (11,700+ community skills), 30 commands, 8 hooks, GSD framework. Drop-in ~/.claude config that auto-activates the right

claude-code-config📁0.0.0🌱 Seedling88

Claude Code skills, architectural principles, and alternative approaches for AI-assisted development

goal-md📁0.0.0🌱 Seedling128

A goal-specification file for autonomous coding agents. Generalizes Karpathy's autoresearch to domains with constructed metrics.

claw-pilot📁v0.81.1🌱 Seedling9

Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integration and real-time dashboard. Self-hosted on Linux/macOS.

embeddedskills📁v0.1.0🌱 Seedling111

An open-source collection of embedded development and debugging skills for Claude Code, Copilot, TRAE, and other AI coding assistants that support the Skill protocol. Once installed, the AI assistant

obsidian-vault-mcp📁0.7.6🌱 Seedling14

MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault

statelessagent📁v0.12.5🌱 Seedling16

Your AI forgets everything between sessions. SAME fixes that. Local-first, no API keys, single binary.

codehero📁v2.83.5🌱 Seedling24

Self-hosted AI Coding Agent powered by Claude | Autonomous Development Platform | POC for Human-AI Collaboration

wove📁v0.2.0🌱 Seedling41

Open-source AI coding agent. Desktop app, bring your own model. Writes code, browses the web, verifies its work. Apache 2.0.

signal📁v0.3.1🌱 Seedling5

SIGNAL — Agent Skills: terse structured output (tiers, templates, checkpoints), git workflow skills (commit, push, PR, review, ckpt), Karpathy-inspired coding norms. Claude Code, Cursor, Gemini CLI, C

@ctxlint/ctxlint📁1.1.3🌱 Seedling6

Lint your AGENTS.md, CLAUDE.md, and AI agent context files. Catch stale refs, dead commands, and token waste.

claude-proj-blueprint📁0.0.0🌱 Seedling13

Modular, level-based project template for Claude Code + Obsidian + Figma. Pick your maturity level (L1-L4). Plug in your specs. Ship.

claude-ruby-grape-rails📁v1.13.4🌱 Seedling5

Claude Code plugin for Ruby, Rails, Grape, PostgreSQL, Redis, and Sidekiq development

rune📁2.41.1🌱 Seedling4

Rune - Discipline Engineering - Multi-agent engineering orchestration for Claude Code. Plan, work, review, and audit using Agent Teams.

DreamServer📁v2.0.0🌿 Growing443

Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.

rex-cli📁v0.17.0🌱 Seedling34

Local-first AI agent bootstrap: Playwright Browser MCP + ContextDB for Codex CLI, Claude Code, Gemini CLI, and OpenCode.

fourgods📁master@2026-04-19🌱 Seedling3

AI 助手的模組化能力框架:記憶、防禦、診斷、品質穩定 | Modular capability framework for AI assistants | Claude Code / Cursor / Any LLM

openclaw-model-bridge📁main@2026-04-21🌱 Seedling9

Connect any LLM to OpenClaw — production-tested middleware for Qwen3-235B and beyond

Clade📁v0.1.0🌱 Seedling7

Turn Claude Code from a chat assistant into an autonomous coding system

claude-forge📁v1.0.0🌱 Seedling659

Supercharge Claude Code with 11 AI agents, 36 commands & 15 skills — the claude-code plugin framework inspired by oh-my-zsh. 6-layer security hooks included. 5-min install.

whatsapp-agentkit📁0.0.0🌱 Seedling6

Build custom WhatsApp AI agents with Claude Code in under 30 minutes, no coding needed.

@chiragdarji/agent-doctor📁0.3.0🌱 Seedling1

Semantic health check for AI agent instruction files

Nightshift📁v0.0.7🌱 Seedling1

Autonomous overnight codebase improvement agent for Claude Code. Run it before bed, wake up to production-ready fixes.

@baseplate-dev/plugin-ai📁0.6.8🌱 Seedling4

AI agent integration plugin for Baseplate — generates AGENTS.md, CLAUDE.md, .mcp.json, and .agents/ configuration files

forge📁v1.9🌱 Seedling7

A framework for agentic AI software engineering workspaces

ds_ex📁main@2026-04-09🌱 Seedling17

DSPEx - Declarative Self-improving Elixir | A BEAM-Native AI Program Optimization Framework

ai📁main@2026-04-21🌱 Seedling12

A productive AI coworker that learns, self-improves, and ships work.

universal-agent-memory📁7.0.4🌱 Seedling1

Autonomous AI agent memory system with CLAUDE.md protocol enforcement

@miller-tech/uap📁1.20.34🌱 Seedling1

Autonomous AI agent memory system with CLAUDE.md protocol enforcement

best-agent📁v1.0.0🌱 Seedling6

Self-evolving Claude Code wrapper — handles any computer work a human can do. 94+ skills, 14 agents, computer use, self-improvement.

agentconfig.org📁0.0.0🌱 Seedling6

Elevate your AI assistants by configuring them for any role or workflow. Explore the primitives that unlock their full potential.

ralphglasses📁v0.2.0🌱 Seedling3

Multi-LLM agent orchestration TUI — parallel Claude/Gemini/Codex sessions, 126 MCP tools

aictl📁v0.30.1🌱 Seedling1

🤖 AI agent in your terminal

coherent-design-method📁v0.7.15🌱 Seedling4

AI-powered design system generator — once designed, consistent UI everywhere.

rundown📁main@2026-04-21🌱 Seedling1

A Markdown-native task runtime for agentic workflows. (AI Generated)

AI-Agents-Orchestrator📁v1.0.0🌱 Seedling43

🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt

agentify📁main@2026-04-21🌱 Seedling3

Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with various agent frameworks efficiently.

keel📁v0.2.4🌱 Seedling1

The full-stack framework built for AI. Auth, database, email, mobile — ready in one command.

be-my-butler📁main@2026-04-21🌱 Seedling2

Orchestrate multiple agents to execute Claude Code workflows with cross-model verification for reliable AI code automation.

Bashi📁v3.3.0🌱 Seedling1

Turn Claude Code into a structured development team. 600+ skills via Cortex MCP, 12 agents, 20 commands. Built for people who can direct but don't write code. npx create-bashi-app

mcp-brunella-core📁main@2026-04-20🌱 Seedling1

BRUNELLA AGENT SYSTEM (BAS) – A JÖVŐ DIGITÁLIS SZERVEZETE

agentic-news-generator📁main@2026-04-20🌱 Seedling1

Generate a custom newspaper with an AI agent based on your favorite YouTube channels.

Government-Citizen-Services-Voice-Agent📁main@2026-04-15🌱 Seedling1

Autonomous, multilingual AI voice agent using ElevenLabs, LangGraph, and RAG for government services

anty-framework📁v0.1.0🌱 Seedling5

AI Workforce plugin for Claude Code — proactive sales & marketing strategy for startup founders. 24 domain knowledge skills, 10 commands, 4 AI agents. Integrates 15+ strategic frameworks.

selfmodel📁v0.3.0🌱 Seedling1

A self-evolving AI Agent Team — agents that rewrite their own operating manual.

kit📁v5.2.8🌱 Seedling1

Trust-Grade AI Development Framework for software development — Zero dependencies.

mini-agent📁v0.1.0🌱 Seedling2

The AI agent that sees before it acts — perception-driven, file-based, pluggable personal AI agent framework