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

debug-loop - Prompt - OpenSmartRoute

Promptv1.0.0

debug-loop

Name: debug-loop
Author: AP-ui-GN

Fix this failure properly.

by AP-ui-GN(0) 0 installs

Free

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

See reviews

About

Prompt file imported from AP-ui-GN/BEAI (.cursor/commands/debug-loop.md). Copyright stays with the author.

Debug loop (a test or command fails)

Fix this failure properly.

Reproduce: run the exact failing command and quote the key error lines.
Diagnose: read the relevant code and state the root cause in 2 to 3 sentences with file:line evidence. Do not guess.
Fix the root cause. Do not weaken, skip or delete tests, do not special-case the test input, do not hardcode expected values.
Re-run the failing test, then its module, then the full suite. Report the counts.
If the cause is the environment (missing tool, platform issue), record it in docs/KNOWN_LIMITATIONS.md and make the app degrade gracefully instead.

After three failed fix attempts, stop and summarize what you learned instead of continuing.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

# Debug loop (a test or command fails)

Fix this failure properly.

1. Reproduce: run the exact failing command and quote the key error lines.
2. Diagnose: read the relevant code and state the root cause in 2 to 3 sentences with file:line evidence. Do not guess.
3. Fix the root cause. Do not weaken, skip or delete tests, do not special-case the test input, do not hardcode expected values.
4. Re-run the failing test, then its module, then the full suite. Report the counts.
5. If the cause is the environment (missing tool, platform issue), record it in docs/KNOWN_LIMITATIONS.md and make the app degrade gracefully instead.

After three failed fix attempts, stop and summarize what you learned instead of continuing.

Installed into a catalogue, chosen by a router

Install debug-loop 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.

Manifest

The prompt text and its fill-in variables. Copy it or fetch it by URL from your own code.

ap-ui-gn-beai-debug-loop-cursor-command.prompt.jsonjson

{
  "prompt": "# Debug loop (a test or command fails)\n\nFix this failure properly.\n\n1. Reproduce: run the exact failing command and quote the key error lines.\n2. Diagnose: read the relevant code and state the root cause in 2 to 3 sentences with file:line evidence. Do not guess.\n3. Fix the root cause. Do not weaken, skip or delete tests, do not special-case the test input, do not hardcode expected values.\n4. Re-run the failing test, then its module, then the full suite. Report the counts.\n5. If the cause is the environment (missing tool, platform issue), record it in docs/KNOWN_LIMITATIONS.md and make the app degrade gracefully instead.\n\nAfter three failed fix attempts, stop and summarize what you learned instead of continuing.",
  "variables": [],
  "notes": "Fix this failure properly.",
  "metadata": {
    "source": {
      "provider": "github-cursor-commands",
      "repository": "https://github.com/AP-ui-GN/BEAI",
      "path": ".cursor/commands/debug-loop.md",
      "ref": "c69c731fac935b3359c501a3891291dcf29700c7",
      "url": "https://github.com/AP-ui-GN/BEAI/blob/c69c731fac935b3359c501a3891291dcf29700c7/.cursor/commands/debug-loop.md",
      "key": "AP-ui-GN/BEAI/.cursor/commands/debug-loop.md"
    }
  }
}

Fetch it by URL: GET /api/v1/registry/ap-ui-gn-beai-debug-loop-cursor-command/manifest?version=1.0.0

About

Debug loop (a test or command fails)

Use it

Install debug-loop 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