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/kastalien-research/thoughtbox/coolify-composenpx skills add Kastalien-Research/thoughtbox --skill coolify-composegit clone --depth 1 https://github.com/Kastalien-Research/thoughtboxWrote 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/skills/kastalien-research/thoughtbox/coolify-compose)<a href="https://agentmods.dev/skills/kastalien-research/thoughtbox/coolify-compose"><img src="https://agentmods.dev/badge/skills/kastalien-research/thoughtbox/coolify-compose.svg" alt="Measured on agentmods" 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 | $0.00046 | $0.02846 |
| Opus 5 | $0.00023 | $0.01423 |
| Sonnet 5 | $0.00009 | $0.00569 |
| Haiku 4.5 | $0.00005 | $0.00285 |
Grade A, and why
coolify-compose 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 yesterday.
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.
test: ["CMD", "wget", "-q", "--spider", "http://localhost:3000/health"] Copies of this mod
1 near-identical copy found in the catalogue:
- coolify-compose — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 390 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Coolify Docker Compose
Convert standard Docker Compose files into Coolify-compatible templates with automatic credential generation, dynamic URLs, and one-click deployment.
Two Deployment Modes
Coolify supports two ways to deploy compose files with different capabilities:
1. Raw Compose (Paste Content)
Paste compose YAML directly into Coolify's UI. Limited feature set:
| Feature | Supported |
|---|---|
image: |
✅ Yes |
build: |
❌ No - must use pre-built images |
| External config files | ❌ No - must use inline content: |
YAML anchors (&, *) |
✅ Yes - resolved by YAML parser |
| Coolify magic variables | ✅ Yes |
content: for inline files |
✅ Yes |
Use when: Quick deployments, simple services, no custom images needed.
2. Repository Mode (Git URL)
Point Coolify to a Git repository containing your compose file. Full Docker Compose features:
| Feature | Supported |
|---|---|
image: |
✅ Yes |
build: |
✅ Yes - builds from Dockerfile in repo |
| External config files | ✅ Yes - relative paths work |
| Coolify magic variables | ✅ Yes |
content: for inline files |
✅ Yes |
Use when: Custom images needed, complex multi-file setups, existing docker-compose.yml in a repo.
Repository setup:
my-service/
├── compose.yml # or docker-compose.yml
├── custom-image/
│ ├── Dockerfile
│ └── config.sql
└── other-files/
# compose.yml - can use build:
services:
app:
build:
context: ./custom-image
dockerfile: Dockerfile
Which Mode to Use?
| Original compose has... | Recommended mode |
|---|---|
Only image: references |
Either works |
build: directives |
Repository mode |
| External config files to mount | Repository mode (or use content: in raw) |
| Single simple service | Raw mode is faster |
Quick Start
Every Coolify template needs a header and magic variables:
# documentation: https://example.com/docs
# slogan: Brief description of the service
# category: backend
# tags: api, database, docker
# logo: svgs/myservice.svg
# port: 3000
services:
app:
image: myapp:latest
environment:
- SERVICE_URL_APP_3000 # Generates URL, routes proxy to port 3000
- DATABASE_URL=postgres://${SERVICE_USER_POSTGRES}:${SERVICE_PASSWORD_POSTGRES}@db:5432/mydb
depends_on:
db:
condition: service_healthy
healthcheck:
test: ["CMD", "wget", "-q", "--spider", "http://localhost:3000/health"]
interval: 5s
timeout: 10s
retries: 10
db:
image: postgres:16-alpine
environment:
- POSTGRES_USER=$SERVICE_USER_POSTGRES
- POSTGRES_PASSWORD=$SERVICE_PASSWORD_POSTGRES
healthcheck:
test: ["CMD-SHELL", "pg_isready -U $${POSTGRES_USER}"]
interval: 5s
timeout: 10s
retries: 10
What ships with it
13 files 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.
- examples/multi-service/after.yml 2.9 KB
- examples/multi-service/before.yml 1.3 KB
- examples/multi-service/notes.md 2.7 KB
- examples/README.md 1.2 KB
- examples/simple/after.yml 569 B
- examples/simple/before.yml 249 B
- examples/simple/notes.md 992 B
- examples/with-database/after.yml 1.4 KB
- examples/with-database/before.yml 743 B
- examples/with-database/notes.md 1.6 KB
- references/categories.md 1.6 KB
- references/magic-variables.md 4.6 KB
- references/official-docs.md 3.2 KB
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.
- yesterday First seen · 390 lines · 46 tokens per session scan A 835a30dcba61
coolify-compose is a skill published in the GitHub repository Kastalien-Research/thoughtbox (64 stars, last pushed 1mo ago), licensed MIT. It adds 46 tokens to every session and 2,846 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 2026-09-03.
Other skills, from other repositories
deploy
Build, deploy, verify, or roll back this server on the host. Use when asked to ship a change, rebuild a container, update nginx, or diagnose why the service is down. Covers the memory-capped build, the reload-not-restart rule, and the unhealthy-container failure mode.
talos-operations
Operate a Talos Linux Kubernetes cluster with talosctl: health checks, etcd snapshot and restore, node upgrade, and kubeconfig rotation.
k8s-ops
Opinionated multi-step Kubernetes workflows on top of the k8s-mcp server. Encodes tool-sequencing logic and failure-mode decision trees for deploying from a repo, debugging pods/rollouts, performing safe restarts, and auditing cluster posture. Use when the user asks to deploy, diagnose, restart, roll out, or audit…
infra-deploy
Infrastructure deployment for VPS, Docker, and cloud platforms. Activates for "deploy", "setup server", "docker", "coolify", "VPS", "SSH", "nginx", "production", "hosting" requests.
openshell-cli
Guide agents through using the OpenShell CLI (openshell) for sandbox management, gateway registration, provider configuration and refresh, policy iteration, settings, service exposure, BYOC workflows, and inference routing. Covers basic through advanced multi-step workflows. Trigger keywords - openshell, sandbox…
langbot-deploy
Deploy and configure a LangBot instance — Docker / Docker Compose, Kubernetes, the config.yaml model, the Box sandbox runtime, the plugin runtime, and the global API key. Use when installing, deploying, upgrading, or configuring LangBot in production or self-hosted environments. Triggers on "deploy langbot", "langbot…