inference instructions

26 tagged inference, measured the same way as everything else here.

DeepSpeed AGENTS.md

01

deepspeedai/DeepSpeed

Instructions file CodexOpenCode

AGENTS.md instructions for deepspeedai/DeepSpeed, covering deepspeed project rules, commit & ci requirements, code change discipline, tool caveats and edit tool auto-formatter.

43k today A 455 tokens original Apache-2.0

DeepSpeed CLAUDE.md

02

deepspeedai/DeepSpeed

Instructions file

Claude Code instructions for deepspeedai/DeepSpeed, covering deepspeed project rules, commit & ci requirements, code change discipline, tool caveats and edit tool auto-formatter.

43k today A 455 tokens copy · 100% Apache-2.0

oumi AGENTS.md

03

oumi-ai/oumi

Instructions file CodexOpenCode

Instructions for oumi-ai/oumi, covering agent instructions, publication policy and working with contributions.

9.4k 3d ago A 436 tokens original Apache-2.0

oumi CLAUDE.md

04

oumi-ai/oumi

Instructions file

Instructions for oumi-ai/oumi: Instructions for coding agents live in AGENTS.md — read that file. It covers the publication policy (never push, fork, or open a pull request without the developer's explicit per-instance approval) and points at CONTRIBUTING.md for the contribution workflow.

9.4k 3d ago A 72 tokens original Apache-2.0

Mooncake AGENTS.md

05

kvcache-ai/Mooncake

Instructions file CodexOpenCode

Instructions for kvcache-ai/Mooncake, covering agents.md, docs/ directory changes and pull request guidelines.

6.4k 2d ago A 315 tokens original Apache-2.0

Mooncake CLAUDE.md

06

kvcache-ai/Mooncake

Instructions file

Instructions for kvcache-ai/Mooncake, a project described as: Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

6.4k 2d ago A 5 tokens copy · 100% Apache-2.0

FastVideo AGENTS.md

07

hao-ai-lab/FastVideo

Instructions file CodexOpenCode

Instructions for hao-ai-lab/FastVideo, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

4.2k 2d ago A 1,337 tokens original Apache-2.0

FastVideo CLAUDE.md

08

hao-ai-lab/FastVideo

Instructions file

Instructions for hao-ai-lab/FastVideo, a project described as: A unified inference and post-training framework for accelerated video generation.

4.2k 2d ago A 5 tokens copy · 100% Apache-2.0

Rapid-MLX AGENTS.md

09

raullenchai/Rapid-MLX

Instructions file CodexOpenCode

AGENTS.md instructions for raullenchai/Rapid-MLX, covering rapid-mlx engineering team, team, working model, required task lifecycle and durable knowledge.

3.6k yesterday A 782 tokens

xllm AGENTS.md

10

xLLM-AI/xllm

Instructions file CodexOpenCode

AGENTS.md instructions for xLLM-AI/xllm, covering xllm coding agent instructions, directory structure, code style guide and review instructions.

1.5k today A 763 tokens original Apache-2.0

xllm CLAUDE.md

11

xLLM-AI/xllm

Instructions file

Claude Code instructions for xLLM-AI/xllm, a project described as: A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.

1.5k today A 3 tokens copy · 100% Apache-2.0

mlx-serve CLAUDE.md

12

ddalcu/mlx-serve

Instructions file

Claude Code instructions for ddalcu/mlx-serve, covering mlx-serve — project context for ai, detail map (read on demand), stack, layout (src/) and building.

949 2d ago C 28,281 tokens

nvcf AGENTS.md

13

NVIDIA/nvcf

Instructions file CodexOpenCode

Instructions for NVIDIA/nvcf, covering agents.md - guide for ai coding agents, repo layout, cross-repo and stack routing, oss snapshot hygiene and local qa and testing environment safety.

202 yesterday A 5,219 tokens original Apache-2.0

nvcf CLAUDE.md

14

NVIDIA/nvcf

Instructions file

Instructions for NVIDIA/nvcf, a project described as: Platform for deploying and routing GPU-accelerated inference, streaming, and batch workloads at scale.

202 yesterday A 5 tokens copy · 100% Apache-2.0

NVIDIA/TensorRT-Model-Connect

Instructions file CodexOpenCode

Instructions for NVIDIA/TensorRT-Model-Connect, covering agent instructions, repository target, branch and pr flow, github pages and model-family ownership and execution philosophy.

188 yesterday A 834 tokens original Apache-2.0

emmy AGENTS.md

16

cloudrift-ai/emmy

Instructions file CodexOpenCode

Instructions for cloudrift-ai/emmy, covering agents.md, project overview, prerequisites, running tests and the realization corpus.

80 yesterday A 5,284 tokens original Apache-2.0

emmy CLAUDE.md

17

cloudrift-ai/emmy

Instructions file

Instructions for cloudrift-ai/emmy, a project described as: Optimized GPU compiler for LLM inference. Choose from a list of optimized recipes or optimize your own model via kernel fusion, autotuning, and advanced scheduling. Run benchmarks across different GPU types and configurations, track results and share…

80 yesterday A 5 tokens copy · 100% Apache-2.0

antseed AGENTS.md

18

AntSeed/antseed

Instructions file CodexOpenCode

AGENTS.md instructions for AntSeed/antseed, a project described as: AntSeed P2P AI Network - An open market for AI inference. No gatekeepers.

57 yesterday A 4 tokens GPL-3.0

antseed CLAUDE.md

19

AntSeed/antseed

Instructions file

Claude Code instructions for AntSeed/antseed, covering claude.md -- agent context for antseed monorepo, commit & push policy (important), changelog policy for prs, project overview and repository structure.

57 yesterday A 2,493 tokens GPL-3.0

asiai AGENTS.md

20

druide67/asiai

Instructions file CodexOpenCode

Instructions for druide67/asiai, covering agents.md — asiai, project, architecture, dev commands and dev install.

11 2d ago B 1,613 tokens original Apache-2.0

Joakimpalm-Zen/xyntetik-runner

Instructions file CodexOpenCode

Instructions for Joakimpalm-Zen/xyntetik-runner, covering runner agent rules, the five defining rules, 1. deep modules, 2. tracer bullets and 3. tdd.

10 yesterday A 1,908 tokens original Apache-2.0

bridgenode-ai/bridgenode-skill

Instructions file CodexOpenCode

AGENTS.md instructions for bridgenode-ai/bridgenode-skill, covering agents.md — bridgenode skill & examples, what bridgenode is, how an agent pays (x402 flow, 4 steps), quick start (buyer side) and curl — full flow in examples/.

2 yesterday A 758 tokens MIT-0

coeusyk/inference-x

Instructions file CodexOpenCode

Instructions for coeusyk/inference-x, covering openspec agent instructions for inferencex, working agreement, agent tooling (mandatory — token efficiency), two command paths only — no third and rtk proxy (rtk-ai/rtk).

2 20d ago A 2,642 tokens original MIT

coeusyk/inference-x

Instructions file

Instructions for coeusyk/inference-x, covering claude.md — inferencex, tooling (mandatory every session), two paths only — no third, token-savior mcp (if present) and why.

2 20d ago A 615 tokens original MIT