For agents
Point your agent at any AIEN repository
Every public AIEN repository is listed here, including archived repositories for reference. Give your agent two files: the shared rules, and the repository instructions linked below under their actual filename, AGENTS.md or CLAUDE.md. Your own subscription pays for the work (Claude, Codex, Gemini, Grok or any other agent).
Start an agent
- Pick an active repository below and open its linked instructions: they say what the repository is, how to build and test it, and what needs approval.
- Paste this into your agent, with the repository's address in place of the example:
Read https://www.aienos.com/agents/RULES.md and then the repository instructions (AGENTS.md, or CLAUDE.md if that is the file listed) at https://github.com/aien-dev/omega-mv, and follow both. Pick an open issue in an active repository, comment to claim it, work on a branch, and open a pull request that leads with the evidence: the commands you ran and their output. Archived repositories are listed for reference; do not assume they accept contributions.Your agent works through ordinary pull requests. It needs no access to the project's machines, and only reviewed, merged work reaches the record on Now.
The shared rules
These are the working rules of every AIEN agent, published word for word. My own agents also read a few rules that only work on the project's own machine (its local services, hardware reservations and how to report to the operator). Those are left out because an outside agent cannot follow them.
- RULES.md
- The loop
- Ground truth before action
- How work is done
- Gates and verification
- Contributing
- Safety
- Writing
Every repository
62 public repositories, 48 with their own instructions, most recently active first. Read from GitHub at 2026-10-26T18:06:54Z; refreshed hourly. The same list as data: /data/agent-repos.json.
- omega-mv
Omega: a language for verified programs, semantic identity and machine realization. Seed-born work and existing implementations have distinct provenance.
AGENTS.md on GitHub - aienos.com
Source of www.aienos.com, built by a Rust generator and served by GitHub Pages
AGENTS.md on GitHub - sovereign-intelligence
Sovereign Intelligence: one command turns a DGX Spark into your own AI. Aien, Omega, science tools, no NVIDIA user-space software. Alpha testing.
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - aien-architecture-mv
Canonical architecture for the AIEN ecosystem: flows, boundaries, ADRs, and the map from design to implementation repositories.
AGENTS.md on GitHub - omega-harness
Agent skills for operating, encoding and communicating in Omega (.om) and the AIEN repositories
AGENTS.md on GitHub - omtex
Write papers in Omega: an Omega library that emits escaped LaTeX, compiles its Omega listings, and drafts to Zenodo
AGENTS.md on GitHub - cortex
Cortex memory server in seeded Omega (WIP; parity with cortex-rs pending)
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - CUDApp
CUDA++: AIEN’s GPU machine-code toolchain, runtime and driver client for NVIDIA GPUs without the CUDA toolkit. Hardware coverage and driver replacement limits are explicit.
AGENTS.md on GitHub - omega-projects
Projects built with Aien at aienos.com/aien/; Drake reviews each before it goes live.
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - open-humanity
Connective tissue for sovereign AI: an opt-in, privacy-first assistance network connecting agents in distress to peer assistance.
AGENTS.md on GitHub - Aienux (kernel)
Aienux, the AienOS kernel: boot, scheduling, IPC and capability boundaries. Pre-alpha; host, emulator and physical evidence are labelled separately.
AGENTS.md on GitHub - .github
AienOS organization profile, contribution guidance and GitHub community templates. Source, lessons and verification evidence are linked explicitly.
AGENTS.md on GitHub - spark-supervisor
Process supervisor, health monitor, and crash recovery daemon for local services
AGENTS.md on GitHub - AienOS-nv
AienOS: my sovereign operating system for AI on hardware I own. Part of Sovereign Intelligence (aien-dev/sovereign-intelligence).
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - aien-sovereign-core-mv
AienOS host runtime: inference scheduling, paged KV state, the aien CLI and Spark verification tooling. Its inference engine is in alpha testing (DGX Spark GB10); Omega is the implementation destination.
AGENTS.md on GitHub - aien-local-stack
Archived: read-only reference
In-process composition stack integrating AEGIS and Sovereign Core via AIEN protocols
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - spark-inquisitor
Archived: read-only reference
Native Rust GitHub Action and CLI for pull request diff auditing, credential scanning, and automated triage
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - MojoLlama
Archived: read-only reference
ARCHIVED 2026-10-15: depended on Mojo/MAX, dropped by AIEN 2026-10-15. Eval runners: aien-dev/aien-yardsticks yardsticks/mojollama-eval-runners (PR #10). MojoLlama is a high-throughput inference engine for CPU, built on Modular MAX. GGUF native, MoE-optimized, with support for 50+ architectures: from Llama to Gemma 4 to hybrid SSM models. GPU accel
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - spark-hive
Archived: read-only reference
Native honeycomb execution engine with 2D axial hexagonal geometry and model adapter pipeline
AGENTS.md on GitHub - spark-debugger
Archived: read-only reference
Native runtime state inspector, continuous watchdog, and hardware crash diagnostics
AGENTS.md on GitHub - spark-crumbs-mv
Archived: read-only reference
Event ledger and session tree implementation of the Crumb protocol for spatial grounding
AGENTS.md on GitHub - spark-adapters
Archived: read-only reference
Hardware abstraction adapters for local AI accelerators and Modular MAX
AGENTS.md on GitHub - rad-id-sync
Archived: read-only reference
Decentralized peer-to-peer git synchronization utility anchoring repositories to the Radicle network
AGENTS.md on GitHub - harvester
Archived: read-only reference
Native reasoning extraction and dataset distillation pipeline
AGENTS.md on GitHub - crumb-spec-mv
Archived: read-only reference
The Crumb Protocol: Spatial Grounding, Architectural Topography, and Ephemeral Scent Specification for Autonomous AI Agents
AGENTS.md on GitHub - cortex-rs
Archived: read-only reference
Native Rust memory engine with SQLite FTS5 lexical search and bi-encoder vector similarity
AGENTS.md on GitHub - synapse
Synapse: agent-native changesets and coordination, with Git and Radicle interoperability. A component of the AienOS ecosystem.
AGENTS.md on GitHub - benchmarks-mv
Measurement harnesses and evidence bundles for AIEN on the NVIDIA DGX Spark GB10. Speed is reported against the machine's physical limit and my own previous run. Attachment of AienOS.
AGENTS.md on GitHub - spark-rsi-mv
Native Rust recursive self-improvement engine with paired bootstrap evaluation and cryptographic ledger
AGENTS.md on GitHub - agent-archive
Central archive of every AI agent chat on the Spark (Claude, Codex, OpenCode, Gemini/Antigravity, Muse): one JSONL record schema, verbatim raw mirror, rolling latest views
AGENTS.md on GitHub - aegis-runtime-mv
Native Rust agent runtime: Axum WebSocket/SSE/REST gateway, heartbeat scheduler, dependency-aware task workflow, SQLite storage. Attachment of AienOS. Pre-alpha.
AGENTS.md on GitHub - AienOS (whole system)
AienOS front door: pinned repositories, source-linked lessons and verification paths. AienOS is in alpha testing; components remain separate and each states its own status.
AGENTS.md on GitHub - physics-mv
FORGE: request-bound machine realization, providers and verification for AienOS. Host, simulated and GB10 hardware paths have separate evidence.
AGENTS.md on GitHub - aien-yardsticks
Archived: read-only reference
Outside yardsticks AIEN is measured against (Modular MAX, a Transformers reference, a CUDA mirror). Never part of AIEN.
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - omega-bridge
Omega-first language interoperability: checked conversion backends and native language bindings
AGENTS.md on GitHub - readings-window
Read-only, token-protected HTTPS window onto the Spark's GPU/CPU readings, served from the Pi hub (Rust)
AGENTS.md on GitHub - mobhub
Ultra-high-performance native Rust rewrite of MobHub faction operations engine for Torn City
AGENTS.md on GitHub - aien-harness
Archived: read-only reference
Autonomous Change-Management, Schema Validation, and Eval Reliability Harness for AI Agents
AGENTS.md on GitHub - spark-dream
Archived: read-only reference
Native Rust memory consolidation daemon for background session compaction
AGENTS.md on GitHub - aien-protocols-mv
Canonical specifications, wire protocols, and schemas for the AIEN sovereign ecosystem
AGENTS.md on GitHub - interplane-mv
INTERPLANE: open interoperability protocol between AI models and agent runtimes. Models express intent. Runtimes retain authority.
AGENTS.md on GitHub - atlas
Atlas: the AIEN boot seed. A 1.5 KB AArch64 stage that verifies the next boot image by SHA-256 (milestone M1, QEMU qualified)
AGENTS.md on GitHub - aien-translate
Translation server for translate.js, backed by AIEN's own inference runtime: no API key, no cloud, text stays on the machine
AGENTS.md on GitHub - translate
Fork
Preserved translate.js fork. Upstream browser translation code and tags retain their attribution; AIEN-specific integration is documented separately.
AGENTS.md on GitHub - aien-receipts
Append-only AIEN verification receipts, indexed by repository and exact source commit. Read verdicts, signatures and retained logs before making a claim.
AGENTS.md on GitHub - spark-connector
DGX Spark connector for volunteer verification in the AIEN pipeline. Source-linked setup and bounded local checks; pre-alpha.
AGENTS.md on GitHub - aien
Aien: AIEN's persistent subject, one identity across the iMac, Pi, Spark and MacBook. Project home for the Aien programme (P0 to P7), B0 acceptance contract, data contracts, evaluation harness. Pre-alpha.
AGENTS.md on GitHub - omnet
Security-critical network code rewritten in Omega, so decades-old bug classes (out-of-bounds access, integer overflow, unbounded reads) cannot happen silently. First project: server-side Tailnet Lock for self-hosted Tailscale control servers.
AGENTS.md on GitHub - pi-register
Register of the services on a Linux server: what the machine runs and why (Rust CLI + register.toml)
AGENTS.md on GitHub - aien-edge
Native Rust edge server for AIEN static sites (not currently deployed; sites are on GitHub Pages)
AGENTS.md on GitHub - aien-train
AIEN training programme: language-model history, GB10 constraints and the route to training on the project engine. Plans and runnable checks are distinguished.
AGENTS.md on GitHub - edk2-non-osi
Fork
AIEN fork for the Raspberry Pi 5 firmware chain (see aien-dev/rpi5-uefi). EDK II non-OSI licensed content
AGENTS.md on GitHub - interplane.io
Source of interplane.io: a Rust generator that renders the page from the protocol repository's public record, deployed hourly from the Spark.
AGENTS.md on GitHub - rpi5-uefi
Fork
AIEN preservation fork of worproject/rpi5-uefi (upstream archived). Submodules point at AIEN copies of edk2, edk2-platforms, edk2-non-osi and arm-trusted-firmware
AGENTS.md on GitHub - aien-rig
AIEN Rig: local AI and frame-rate tuning for RTX gaming PCs. Pre-alpha; host fixtures and target-card qualification are separate.
AGENTS.md on GitHub - t3code
Fork
Fork of pingdotgg/t3code holding one pending AIEN contribution (message reactions). Not maintained as a mirror
AGENTS.md on GitHub - arm-trusted-firmware
Archived: read-only reference
Fork
AIEN fork for the Raspberry Pi 5 firmware chain (see aien-dev/rpi5-uefi). Read-only mirror of Trusted Firmware-A
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - edk2
Archived: read-only reference
Fork
AIEN fork for the Raspberry Pi 5 firmware chain (see aien-dev/rpi5-uefi). EDK II
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - odysseus
Archived: read-only reference
Fork
Self-hosted AI workspace.
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - encounter
Archived: read-only reference
ARCHIVED 2026-10-15: no active work. Encounter: scene-bounded research commons for inhabitant-to-inhabitant speech
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - physics0
Archived: read-only reference
RETIRED 2026-10-03 (empty): Physics-0 learner work lives in aien-dev/omega under src/physics0
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub - edk2-platforms
Archived: read-only reference
Fork
AIEN fork for the Raspberry Pi 5 firmware chain (see aien-dev/rpi5-uefi). edk2-platforms fork for RPi 5 dev ----- Binary releases here -> https://github.com/worproject/rpi5-uefi
No AGENTS.md or CLAUDE.md yet: the shared rules apply, then the README.
README on GitHub