Borrowing it
Nothing to install: this file belongs to ambient-code/platform. 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/ambient-code/platform/main/CLAUDE.mdgit clone --depth 1 https://github.com/ambient-code/platformWrote 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/ambient-code/platform/claude-md)<a href="https://agentmods.dev/instructions/ambient-code/platform/claude-md"><img src="https://agentmods.dev/badge/instructions/ambient-code/platform/claude-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/ambient-code/platform/claude-md"><img src="https://agentmods.dev/badge/instructions/ambient-code/platform/claude-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 | $0.02307 | $0.02307 |
| Opus 5.5 | $0.00923 | $0.00923 |
| Sonnet 5.5 | $0.00461 | $0.00461 |
| Haiku 4.5 | $0.00231 | $0.00231 |
Grade A, and why
platform CLAUDE.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 1mo 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 — 167 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ambient Code Platform
Kubernetes-native AI automation platform that orchestrates agentic sessions through containerized microservices. Built with Go (backend, operator), NextJS + Shadcn (frontend), Python (runner), and Kubernetes CRDs.
Technical artifacts still use "vteam" for backward compatibility.
Structure
components/backend/- Go REST API (Gin), manages K8s Custom Resources with multi-tenant project isolationcomponents/frontend/- NextJS web UI for session management and monitoringcomponents/operator/- Go Kubernetes controller, watches CRDs and creates Jobscomponents/runners/ambient-runner/- Python runner executing Claude Code CLI in Job podscomponents/ambient-cli/- Go CLI (acpctl), manages agentic sessions from the command linecomponents/public-api/- Stateless HTTP gateway, proxies to backend (no direct K8s access)components/ambient-api-server/- Go REST API microservice (rh-trex-ai framework), PostgreSQL-backedcomponents/ambient-sdk/- Go + Python client SDK for the platform's public REST APIcomponents/open-webui-llm/- Open WebUI LLM integrationcomponents/manifests/- Kustomize-based deployment manifests and overlayse2e/- Cypress end-to-end testsdocs/- Astro Starlight documentation sitespecs/- Desired state of the system (sessions, agents, control-plane, integrations, standards)workflows/- Agent-consumable procedures (sessions, control-plane, integrations)skills/- Agent Skills (.claude/skillssymlinks here; domain symlinks inspecs/{domain}/.agents/skills)
Key Files
- CRD definitions:
components/manifests/base/crds/agenticsessions-crd.yaml,projectsettings-crd.yaml - Session lifecycle:
components/backend/handlers/sessions.go,components/operator/internal/handlers/sessions.go - Auth & RBAC middleware:
components/backend/handlers/middleware.go - K8s client init:
components/operator/internal/config/config.go - Runner entry point:
components/runners/ambient-runner/main.py - Route registration:
components/backend/routes.go - Frontend API layer:
components/frontend/src/services/api/,src/services/queries/
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.
- 1mo ago First seen · 167 lines · 2,307 tokens per session scan A fd9da6246f79
platform CLAUDE.md is an instructions file published in the GitHub repository ambient-code/platform (131 stars, last pushed yesterday), licensed MIT. It adds 2,307 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 2026-08-30.
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