llmops instructions files

55 tagged llmops, measured the same way as everything else here.

Browse within: ai-gateway 11llms 7openai 7ai-observability 5observability 5

nexus CLAUDE.md

25

Nexus-Router/nexus

Instructions file

Claude Code instructions for Nexus-Router/nexus, covering llm code editing guidelines for nexus, commit messages, domain context, key technologies and rust coding guidelines.

not rated 435 5mo ago A 5,592 tokens original MPL-2.0

rhesis AGENTS.md

26

rhesis-ai/rhesis

Instructions file CodexOpenCode

AGENTS.md instructions for rhesis-ai/rhesis, covering rhesis project rules, answering, code comments, technology stack and python imports.

not rated 391 changed yesterday A 1,535 tokens

rhesis CLAUDE.md

27

rhesis-ai/rhesis

Instructions file

Claude Code instructions for rhesis-ai/rhesis, a project described as: The collaboration layer for AI teams: domain experts annotate and review agent behavior, engineers improve the agent from what they find.

not rated 391 today A 5 tokens

ferro-labs/ai-gateway

Instructions file CodexOpenCode

AGENTS.md instructions for ferro-labs/ai-gateway, covering agents.md, project overview, current development snapshot, public-facing wording and build, test, and run commands.

not rated 245 changed today A 21,310 tokens original Apache-2.0

ferro-labs/ai-gateway

Instructions file

Claude Code instructions for ferro-labs/ai-gateway, a project described as: Unified AI Gateway for 30+ LLMs (OpenAI, Anthropic, Bedrock, Azure etc) with Caching, Guardrails, A/B test & cost controls. Go-native Fastest & Scalable AI Gateway LiteLLM & Kong AI Gateway alternative.

not rated 245 today A 3 tokens copy · 100% Apache-2.0

emmy AGENTS.md

30

cloudrift-ai/emmy

Instructions file CodexOpenCode

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

not rated 80 4d ago A 5,284 tokens original Apache-2.0

emmy CLAUDE.md

31

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…

not rated 80 4d ago A 5 tokens copy · 100% Apache-2.0

nora CLAUDE.md

32

solomon2773/nora

Instructions file

Claude Code instructions for solomon2773/nora, covering claude.md, what this repo is, development commands, docker compose (primary path) and per-service dev (without docker).

not rated 50 today A 2,859 tokens original Apache-2.0

mcp-zenml AGENTS.md

33

zenml-io/mcp-zenml

Instructions file CodexOpenCode

Instructions for zenml-io/mcp-zenml, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

not rated 49 9d ago A 694 tokens original MIT

mcp-zenml CLAUDE.md

34

zenml-io/mcp-zenml

Instructions file

Instructions for zenml-io/mcp-zenml, covering claude.md, commands, testing and development, code quality and development workflow.

not rated 49 9d ago A 4,968 tokens original MIT

xorbitsai/xrouter-llm

Instructions file CodexOpenCode

AGENTS.md instructions for xorbitsai/xrouter-llm, covering xrouter-llm agent notes, routing objective, current data strategy, benchmark profiles and model registry (hand-authored yaml).

not rated 38 changed today A 6,961 tokens

xorbitsai/xrouter-llm

Instructions file

Claude Code instructions for xorbitsai/xrouter-llm, a project described as: A prompt-aware LLM router that predicts which models can complete each request, then selects the cheapest capable one: 53.2% lower cost and +1.9 pts completion on our tested dataset.

not rated 38 yesterday A 3 tokens

Spanlens CLAUDE.md

37

spanlens/Spanlens

Instructions file

Project instructions for Spanlens, an open-source platform that records and displays how AI applications run, including requests, costs, and agent activity. The project uses a pnpm monorepo, meaning several related applications and packages live in one repository.

not rated 13 3d ago C 19,588 tokens original MIT

briancl2/CustomerNewsletter

Instructions file CodexOpenCode

Instructions for briancl2/CustomerNewsletter, covering agents.md, operating protocol, core principles, agents (4) and skills (18).

not rated 11 2mo ago A 1,051 tokens original MIT

happy520ai/unified-ai-system

Instructions file CodexOpenCode

Instructions for happy520ai/unified-ai-system, covering repository guidance, ownership, language and module policy, public repository rules and safety.

not rated 6 5d ago A 602 tokens original Apache-2.0

recondo AGENTS.md

42

recondodev/recondo

Instructions file CodexOpenCode

Instructions for recondodev/recondo, covering repository guidelines, project structure & module organization, build, test, and development commands, coding style & naming conventions and testing guidelines.

not rated 5 3mo ago A 652 tokens original Apache-2.0

recondo CLAUDE.md

43

recondodev/recondo

Instructions file

Instructions for recondodev/recondo, covering recondo, build & run, test the gateway, automated tests (678 tests, 5 seconds) and test suite map.

not rated 5 3mo ago A 3,795 tokens original Apache-2.0

symphos-ai/orcho-core

Instructions file CodexOpenCode

Instructions for symphos-ai/orcho-core, covering orcho-core instructions, scope, workspace development pipeline, stable install is read-only and build, run, and test.

not rated 5 4d ago A 2,142 tokens original Apache-2.0

symphos-ai/orcho-core

Instructions file

Instructions for symphos-ai/orcho-core, a project described as: Production harness and control plane for accountable AI-assisted software delivery.

not rated 5 4d ago A 6 tokens copy · 100% Apache-2.0

SpecRoute AGENTS.md

47

Enovatr-Labs/SpecRoute

Instructions file CodexOpenCode

Instructions for Enovatr-Labs/SpecRoute, covering agents.md, about the agents.md convention, what this repository is, what "spec-driven" means here and core artifact taxonomy.

not rated 3 +1 1mo ago A 2,906 tokens original Apache-2.0

SpecRoute CLAUDE.md

48

Enovatr-Labs/SpecRoute

Instructions file

Instructions for Enovatr-Labs/SpecRoute, a project described as: Open source framework for spec-driven agentic software engineering. PRDs, prompts, agents, skills, workflows, and coding rules for Codex, Claude, and modern AI development teams.

not rated 3 +1 1mo ago A 109 tokens original Apache-2.0