Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/ambient-code/platform/ambientnpx skills add ambient-code/platform --skill ambientgit clone --depth 1 https://github.com/ambient-code/platformWhat 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 | $0.00053 | $0.03463 |
| Opus 5 | $0.00026 | $0.01732 |
| Sonnet 5 | $0.00011 | $0.00693 |
| Haiku 4.5 | $0.00005 | $0.00346 |
Grade E, and why
ambient scanned grade E with 3 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
- `kustomize` installed (`curl -s https://raw.githubusercontent.com/kubernetes-sigs/kustomize/master/hack/install_kustomize.sh | bash`) Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf "$TMPDIR" Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- `kustomize` installed (`curl -s https://raw.githubusercontent.com/kubernetes-sigs/kustomize/master/hack/install_kustomize.sh | bash`) How it starts
The opening of the file, as written. The whole thing — 381 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ambient Installer Skill
You are an expert in deploying the Ambient Code Platform to OpenShift clusters. This skill covers everything needed to go from an empty namespace to a running Ambient installation using images from quay.io.
Developer registry override: If you need to use images from the OpenShift internal registry instead of quay.io (e.g. for local dev builds), see
docs/internal/developer/local-development/openshift.md.
Platform Components
| Deployment | Image | Purpose |
|---|---|---|
backend-api |
quay.io/ambient_code/vteam_backend |
Go REST API, manages K8s CRDs |
frontend |
quay.io/ambient_code/vteam_frontend |
NextJS web UI |
agentic-operator |
quay.io/ambient_code/vteam_operator |
Kubernetes operator |
ambient-api-server |
quay.io/ambient_code/vteam_api_server |
Stateless API server |
ambient-api-server-db |
(postgres sidecar) | API server database |
public-api |
quay.io/ambient_code/vteam_public_api |
External API gateway |
postgresql |
(upstream) | Unleash feature flag DB |
minio |
(upstream) | S3 object storage |
unleash |
(upstream) | Feature flag service |
Runner pods (vteam_claude_runner, vteam_state_sync) are spawned dynamically by the operator — they are not standing deployments.
Credential sidecar containers are injected into session pods when the corresponding credential type is configured:
< /dev/null | Sidecar Container | Image | Port | Provider |
|-------------------|-------|------|----------|
| credential-github | quay.io/ambient_code/vteam_credential_github | 8091 | GitHub PAT / App |
| credential-jira | quay.io/ambient_code/vteam_credential_jira | 8092 | Jira / Atlassian |
| credential-k8s | quay.io/ambient_code/vteam_credential_k8s | 8093 | Kubeconfig |
| credential-google | quay.io/ambient_code/vteam_credential_google | 8094 | Google Workspace |
Prerequisites
ocCLI installed and logged in to the target clusterkustomizeinstalled (curl -s https://raw.githubusercontent.com/kubernetes-sigs/kustomize/master/hack/install_kustomize.sh | bash)- Target namespace already exists and is Active
- Quay.io images are accessible from the cluster (public repos or image pull secret in place)
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2d ago First seen · 381 lines · 53 tokens per session scan E 4c8a318b7bd8
ambient is a skill published in the GitHub repository ambient-code/platform (129 stars, last pushed 2d ago), licensed MIT. It adds 53 tokens to every session and 3,463 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it E with 3 findings (downloads and executes remote code, recursive force delete, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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