Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Kastalien-Research/thoughtboxnpx agentmods add skills/kastalien-research/thoughtbox/coolify-composeWrote 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/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/skills/kastalien-research/thoughtbox/coolify-compose"><img src="https://agentmods.dev/badge/skills/kastalien-research/thoughtbox/coolify-compose.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00046 | $0.02846 |
| Opus 5.5 | $0.00018 | $0.01138 |
| Sonnet 5.5 | $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 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.
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
2 near-identical copies found in the catalogue:
- coolify-compose — 100% identical, 0 lines differ
- 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.
- 1mo ago First seen · 390 lines · 46 tokens per session scan A 835a30dcba61
coolify-compose is a skill published in the GitHub repository Kastalien-Research/thoughtbox (65 stars, last pushed 3mo ago), licensed MIT. It adds 46 tokens to every session and 2,846 once invoked, about $0.0002 per session on Opus 5.5. 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.
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