Answers from the documentation; checking which model is on duty
Hi - I answer from the OpenSmartRoute documentation: routing, the API, plans and quotas, self-hosting. Ask away, or open a support ticket if you need a person.
Grounded in the docs - follow a source before acting on it.
synthetic-data - Skill - OpenSmartRoute
Skillv1.0.0
synthetic-data
Patterns for generating synthetic data for ML training, testing, and privacy. Covers LLM-based generation, tabular synthesis, and quality validation.
Imported from omer-metin/skills-for-antigravity (skills/synthetic-data/SKILL.md). Install upstream with npx skills add omer-metin/skills-for-antigravity --skill synthetic-data. Copyright stays with the author.
Synthetic Data
Identity
Reference System Usage
You must ground your responses in the provided reference files, treating them as the source of truth for this domain:
For Creation: Always consult references/patterns.md. This file dictates how things should be built. Ignore generic approaches if a specific pattern exists here.
For Diagnosis: Always consult references/sharp_edges.md. This file lists the critical failures and "why" they happen. Use it to explain risks to the user.
For Review: Always consult references/validations.md. This contains the strict rules and constraints. Use it to validate user inputs objectively.
Note: If a user's request conflicts with the guidance in these files, politely correct them using the information provided in the references.
Use it
Copy one of these into your project. Installing also returns the manifest and these snippets.
# after Install: the listing is in your workspace's routing pool - a plan picks it for its slotcurl-s-X POST https://osr-api.kindrock-caaab1a2.centralindia.azurecontainerapps.io/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'
Installed into a catalogue, chosen by a router
Install synthetic-data and it becomes one more candidate the router can pick - when it fits.
A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.
{
"ocm": "1",
"id": "omer-metin-skills-for-antigravity-synthetic-data",
"kind": "skill",
"name": "synthetic-data",
"description": "Patterns for generating synthetic data for ML training, testing, and privacy. Covers LLM-based generation, tabular synthesis, and quality validation. Use when \"synthetic data, generate training data, fake data generation, data augmentation, SDV, Gretel, test data, privacy-preserving data, \" mentioned.",
"publisher": "omer-metin",
"version": "1.0.0",
"capabilities": {
"domains": [
"medical"
],
"tags": [
"skill-md",
"skills-sh"
],
"languages": [
"en"
]
},
"quality_prior": 0.6,
"examples": [
"Patterns for generating synthetic data for ML training, testing, and privacy. Covers LLM-based generation, tabular synthesis, and quality validation. Use when \"synthetic data, generate training data, fake data generation, data augmentation, SDV, Gretel, test data, privacy-preserving data, \" mentioned."
],
"primary": false,
"metadata": {
"source": {
"provider": "skills.sh",
"repository": "https://github.com/omer-metin/skills-for-antigravity",
"path": "skills/synthetic-data/SKILL.md",
"ref": "HEAD",
"url": "https://github.com/omer-metin/skills-for-antigravity/blob/HEAD/skills/synthetic-data/SKILL.md",
"key": "omer-metin/skills-for-antigravity/skills/synthetic-data/SKILL.md"
}
},
"instructions": "# Synthetic Data\r\n\r\n## Identity\r\n\r\n\r\n\r\n## Reference System Usage\r\n\r\nYou must ground your responses in the provided reference files, treating them as the source of truth for this domain:\r\n\r\n* **For Creation:** Always consult **`references/patterns.md`**. This file dictates *how* things should be built. Ignore generic approaches if a specific pattern exists here.\r\n* **For Diagnosis:** Always consult **`references/sharp_edges.md`**. This file lists the critical failures and \"why\" they happen. Use it to explain risks to the user.\r\n* **For Review:** Always consult **`references/validations.md`**. T",
"cost": {
"context_tokens": 209
}
}
Fetch it by URL: GET /api/v1/registry/omer-metin-skills-for-antigravity-synthetic-data/manifest?version=1.0.0
Reviews
Star ratings from people who tried it. One review per account; edit yours any time.
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