How long does the integration take?

Change one base URL in an OpenAI-compatible client, or install the Python or TypeScript SDK; the quickstart routes a first request in a few minutes.

Will this lock us into another vendor?

No. The router is Apache-2.0 open source, your provider keys stay yours, and the API is OpenAI-compatible, so leaving is a change of base URL.

What happens when a provider fails?

The router falls back to the next model your policy allows and records the fallback in the trace, so an outage costs a retry, not an incident.

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OpenSmartRoute

dataset-diff - Skill - OpenSmartRoute

Skillv1.0.0

dataset-diff

Name: dataset-diff
Author: linFeng185

按唯一主键确定性比较两版行式数据，识别新增、删除、修改、未变化记录和字段级差异，适用于数据发布验收、回归核对和迁移结果检查。

by linFeng185(0) 0 installs

Free

Free account. Installing gives you the manifest plus copy-paste snippets.

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About

Imported from linFeng185/DataAnalysisAgent (skills/dataset-diff/SKILL.md). Install upstream with npx skills add linFeng185/DataAnalysisAgent --skill dataset-diff. Copyright stays with the author.

数据集差异比较

比较前必须验证两侧主键非空且唯一，主键质量不满足时立即拒绝。
未指定比较字段时，使用两侧全部非主键字段的并集并按字段名稳定排序。
数值字段只在绝对差超过显式容差时判为变化，其他值按稳定结构语义比较。
差异明细必须受 max_details 限制，但新增、删除、修改和字段变化统计必须保持完整。
不修改输入数据，也不把主键相同解释为记录业务含义相同。

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 slot
curl -s -X POST https://api.opensmartroute.ai/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 dataset-diff 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.

Photo: RDNE Stock project

For the business

What it costs to adopt - in engineering time.

Same client, same code
One base URL
The OpenAI-compatible endpoint answers your existing SDK calls; model=auto lets the router choose.
The SDKs
One URL, every vendor
No vendor lock-in
Point your OpenAI-compatible client at one address; add, swap or retire providers in the catalogue without touching application code.
Every vendor side by side
Next eligible model answers
Failover built in
When a provider is down or over quota the request moves on; the trace says it did.

linfeng185-dataanalysisagent-dataset-diff.ocm.jsonjson

{
  "ocm": "1",
  "id": "linfeng185-dataanalysisagent-dataset-diff",
  "kind": "skill",
  "name": "dataset-diff",
  "description": "按唯一主键确定性比较两版行式数据，识别新增、删除、修改、未变化记录和字段级差异，适用于数据发布验收、回归核对和迁移结果检查。",
  "publisher": "linFeng185",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "data_analysis"
    ],
    "tags": [
      "skill-md",
      "governance",
      "diff",
      "deterministic",
      "github"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "按唯一主键确定性比较两版行式数据，识别新增、删除、修改、未变化记录和字段级差异，适用于数据发布验收、回归核对和迁移结果检查。"
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "github",
      "repository": "https://github.com/linFeng185/DataAnalysisAgent",
      "path": "skills/dataset-diff/SKILL.md",
      "ref": "f00177b6579cc6dbf2fe7b3a576c589fb0741a2c",
      "url": "https://github.com/linFeng185/DataAnalysisAgent/blob/f00177b6579cc6dbf2fe7b3a576c589fb0741a2c/skills/dataset-diff/SKILL.md",
      "key": "linFeng185/DataAnalysisAgent/skills/dataset-diff/SKILL.md"
    }
  },
  "instructions": "# 数据集差异比较\n\n1. 比较前必须验证两侧主键非空且唯一，主键质量不满足时立即拒绝。\n2. 未指定比较字段时，使用两侧全部非主键字段的并集并按字段名稳定排序。\n3. 数值字段只在绝对差超过显式容差时判为变化，其他值按稳定结构语义比较。\n4. 差异明细必须受 `max_details` 限制，但新增、删除、修改和字段变化统计必须保持完整。\n5. 不修改输入数据，也不把主键相同解释为记录业务含义相同。",
  "cost": {
    "context_tokens": 50
  }
}

Fetch it by URL: GET /api/v1/registry/linfeng185-dataanalysisagent-dataset-diff/manifest?version=1.0.0

dataset-diff

About

数据集差异比较

Use it

Install dataset-diff and it becomes one more candidate the router can pick - when it fits.

What it costs to adopt - in engineering time.

One base URL

No vendor lock-in

Failover built in

Manifest

Reviews