JustHandled Labs
// model resilience

Model Resilience Linter

Find the LLM integration code that will not survive a provider being pulled or going down. This is about the model disappearing, not the model declining a request.

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What it flags

How to run

Point it at your repo. Read-only, no network.

Good to know

This is heuristic. It flags missing availability handling; it cannot confirm a failover works end to end. Pairs with the Model Inventory Auditor.

// choose with context

Is Model Resilience Linter the right skill?

Best fit

Flags LLM integration code that will not survive a provider being pulled or going down: single-provider lock-in, no failover, missing timeouts, unbounded retries, no degraded-mode default, hardcoded endpoints. Read-only.

It returns

Flags LLM integration code that will not survive a provider being pulled or going down: single-provider lock-in, no failover, missing timeouts, unbounded retries, no degraded-mode default, hardcoded endpoints. Read-only.

Do not use it as

Do not treat a successful run as proof beyond the supplied files, declared scope, and evidence the skill actually checked.

Compatibility, access, version, and licence

Reads or accesses
Only the files or context you deliberately provide; review the listing before granting additional access.
Compatibility
Agents that read the open SKILL.md format. Verify runtime and service requirements at the purchase or install destination.
Version
Verify the current package version at the linked destination.
Licence
Review the package licence and seller terms at the linked destination.

What happens next

The Agensi listing opens at the current offer. Complete purchase there, inspect SKILL.md and its bundled files, then add the complete folder to your agent.

Related jobs

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Questions

How is this different from the Guardrail Fallback Linter?

That one handles a model declining a request. This one handles a provider going away.

Does it change anything?

No. Read-only, no network. It flags gaps; it does not verify a failover end to end.

Survive the provider, not just the prompt.

Current price and purchase option are shown on Agensi. Instant download. Works with any agent that reads SKILL.md.

Get the Model Resilience Linter on Agensi