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/tolgakisaogullari/SumelaOSnpx agentmods add skills/tolgakisaogullari/sumelaos/init-sumelaWrote 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/tolgakisaogullari/sumelaos/init-sumela)<a href="https://agentmods.dev/skills/tolgakisaogullari/sumelaos/init-sumela"><img src="https://agentmods.dev/badge/skills/tolgakisaogullari/sumelaos/init-sumela/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/tolgakisaogullari/sumelaos/init-sumela"><img src="https://agentmods.dev/badge/skills/tolgakisaogullari/sumelaos/init-sumela.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 | $0.00064 | $0.09830 |
| Opus 5 | $0.00032 | $0.04915 |
| Sonnet 5 | $0.00013 | $0.01966 |
| Haiku 4.5 | $0.00006 | $0.00983 |
Grade A, and why
init-sumela 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 11d 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 — 608 lines — stays where its author put it; the contents beside it link to each section on GitHub.
This is the "zero-config" onboarding experience: one command → fully functional agent framework.
<execution_workflow> Execute these steps strictly in order. STOP and ask for user confirmation before writing any files.
PHASE 1 — Project Reconnaissance (silent)
Read the project structure to build a mental model. Do NOT write anything yet.
Step 1.1: Stack Detection
Scan for manifest/dependency files to identify the tech stack:
| File Found | Stack Detected | Backend | Frontend | Mobile |
|---|---|---|---|---|
*.csproj, *.sln, *.slnx |
.NET | ✅ | ||
package.json with react-native or expo |
React Native / Expo | ✅ | ||
package.json with react + vite/next/cra |
React | ✅ | ||
package.json with vue/nuxt |
Vue | ✅ | ||
package.json with angular |
Angular | ✅ | ||
go.mod |
Go | ✅ | ||
Cargo.toml |
Rust | ✅ | ||
pom.xml, build.gradle |
Java/Kotlin | ✅ | ||
requirements.txt, pyproject.toml, Pipfile |
Python | ✅ | ||
Gemfile |
Ruby | ✅ | ||
pubspec.yaml |
Flutter | ✅ | ||
docker-compose.yml |
Infrastructure | infra | ||
nginx/, terraform/, k8s/ |
Infrastructure | infra |
For each package.json found, read it to extract: framework, key dependencies, scripts (build/test/lint/dev commands).
For each *.csproj found, read it to extract: target framework, key packages, project references.
Step 1.2: Architecture Detection
Analyze directory structure to identify the architecture pattern:
| Pattern | Indicators |
|---|---|
| Clean Architecture | src/Domain/, src/Application/, src/Infrastructure/, src/Api/ or src/Presentation/ |
| MVC | Controllers/, Models/, Views/ or app/, resources/views/ |
| Microservices | services/, gateway/, multiple Dockerfiles, docker-compose.yml with multiple services |
| Monorepo | packages/, apps/, libs/, workspace config (lerna, nx, turborepo, pnpm-workspace) |
| Modular Monolith | modules/, features/, each with own controller/service/repository |
| Hexagonal/Ports-Adapters | ports/, adapters/, domain/ |
| Feature-based | features/auth/, features/users/, each with own files |
| Flat | Single src/ or app/ with files organized by type |
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.
- 11d ago First seen · 608 lines · 64 tokens per session scan A 0a6978f2e96a
init-sumela is a skill published in the GitHub repository tolgakisaogullari/SumelaOS (4 stars, last pushed 17d ago), licensed MIT. It adds 64 tokens to every session and 9,830 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
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