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/ambient-uinpx skills add ambient-code/platform --skill ambient-uigit 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 | $0.00038 | $0.02730 |
| Opus 5 | $0.00019 | $0.01365 |
| Sonnet 5 | $0.00008 | $0.00546 |
| Haiku 4.5 | $0.00004 | $0.00273 |
Grade A, and why
deploy scanned grade A with 1 finding 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s https://ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com/api/healthz How it starts
The opening of the file, as written. The whole thing — 240 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Ambient UI Deployment
Instructions for deploying the ambient-ui component across environments.
User Input
$ARGUMENTS
Architecture
The ambient-ui is a Next.js BFF (Backend-for-Frontend) that handles OIDC authentication as a confidential client, manages server-side sessions, and proxies API requests to the ambient-api-server with JWT relay.
Route (port 443, TLS edge termination)
→ Service (port 3000)
→ Next.js BFF (port 3000)
├── OIDC auth (Authorization Code Flow + PKCE against Red Hat SSO)
├── Server-side session (iron-session, httpOnly cookie)
├── JWT relay to ambient-api-server (Authorization: Bearer <jwt>)
└── ambient-api-server (port 8000, HTTPS, validates JWT against same issuer)
No sidecar proxy. The BFF IS the confidential OIDC client. The browser never receives a raw JWT — only an httpOnly session cookie.
Manifest File Map
| File | Purpose |
|---|---|
components/manifests/base/core/ambient-ui-deployment.yaml |
Base Deployment, ServiceAccount, Service |
components/manifests/overlays/kind/kustomization.yaml |
Kind overlay (Quay images, no auth) |
components/manifests/overlays/kind-local/kustomization.yaml |
Kind-local overlay (localhost images) |
components/ambient-ui/Dockerfile |
Multi-stage Docker build |
.github/workflows/components-build-deploy.yml |
CI build matrix entry |
components/manifests/overlays/hcmais/kustomization.yaml |
HCMAIS overlay (ambient-api namespace, Keycloak SSO) |
Production overlay files exist (ambient-ui-oauth-patch.yaml, etc.) but are
disabled — they used origin-oauth-proxy which can't produce JWTs. See Auth section.
Docker Build
Build context is ./components (not ./components/ambient-ui), because
the Dockerfile references ambient-sdk/ts-sdk as a sibling.
Critical details
- SDK dist/ is gitignored. The Dockerfile must build it:
COPY ambient-sdk/ts-sdk /ambient-sdk/ts-sdk RUN cd /ambient-sdk/ts-sdk && npm install --ignore-scripts && npm run build
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 · 240 lines · 38 tokens per session scan A 3694332d9713
deploy is a skill published in the GitHub repository ambient-code/platform (129 stars, last pushed 2d ago), licensed MIT. It adds 38 tokens to every session and 2,730 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (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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