Borrowing it
Nothing to install: this file belongs to Smana/cloud-native-ref. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Smana/cloud-native-ref/main/AGENTS.mdgit clone --depth 1 https://github.com/Smana/cloud-native-refWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/smana/cloud-native-ref/agents-md)<a href="https://agentmods.dev/instructions/smana/cloud-native-ref/agents-md"><img src="https://agentmods.dev/badge/instructions/smana/cloud-native-ref/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/smana/cloud-native-ref/agents-md"><img src="https://agentmods.dev/badge/instructions/smana/cloud-native-ref/agents-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.02299 | $0.02299 |
| Opus 5.5 | $0.00920 | $0.00920 |
| Sonnet 5.5 | $0.00460 | $0.00460 |
| Haiku 4.5 | $0.00230 | $0.00230 |
Grade A, and why
cloud-native-ref AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
cloud-native-ref
A production-grade cloud-native platform reference: GitOps on AWS EKS and GCP GKE, built with OpenTofu, Terramate, Flux, Crossplane, Cilium and OpenBao.
Instructions are scoped by directory. This file holds what applies everywhere; each directory
below carries its own AGENTS.md that loads when you work in it. Read the nearest one before
changing anything there.
| Directory | Covers |
|---|---|
opentofu/ |
Terramate orchestration, TM_* gates, EKS/GKE two-stage bootstrap |
infrastructure/ |
Crossplane claims and traps, Cilium, Gateway API, Tailscale |
security/ |
OpenBao, PKI, IAM, CiliumNetworkPolicy authoring |
observability/ |
VictoriaLogs LogsQL, VictoriaMetrics, Grafana dashboards |
clusters/ |
Flux dependency graph, variable substitution, the AI umbrellas and their opt-in gates |
apps/ |
App claims, Atlas database migrations |
scripts/ |
What each validator actually checks, and what it cannot |
docs/architecture/ |
Diagram authoring and the icon library |
docs/superpowers/ |
Design and plan artifacts, and the gate at each phase |
The AI platform lives in Smana/ai-native-ref
The LLM platform, the AI gateway and the agent factory — manifests, docs, runbooks, specs — live in
Smana/ai-native-ref, documented at
airef.ogenki.io (ADR-0057). This repository is their host.
| Piece | Where |
|---|---|
| Pin | flux/sources/ocirepo-ai-native-ref.yaml — tag + digest, cosign-verified |
| Umbrellas | clusters/<cluster>/{ai-gateway,llm-platform,agent-platform}.yaml; children come from the artifact |
| Overlay | task ai:overlay lays the pinned artifact over the paths listed in scripts/ci/flux-schema/ai-boundary.yaml; all gitignored, never committed |
| Host contract | design §2, copied to ai-native-ref's HOST-CONTRACT.md; a change lands in both |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago Changed · -4 lines · -49 tokens per session 86c0d7c4bc88
- 9d ago Changed · +7 lines · +135 tokens per session 2c5b739bc6fa
- 10d ago Changed · +16 lines · +309 tokens per session 6bf9851020a8
- 1mo ago Changed · +1 lines · +28 tokens per session 31c41e99e552
- 1mo ago First seen · 137 lines · 1,876 tokens per session scan A 13c212e0463d
cloud-native-ref AGENTS.md is an instructions file published in the GitHub repository Smana/cloud-native-ref (104 stars, last pushed today), licensed Apache-2.0. It adds 2,299 tokens to every session, about $0.0092 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-18.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.