Install any skill in seconds. Free to start, no credit card required.
Get Started Free →langfuse/backend-dev-guidelines
Build or review Langfuse backend code.
Passed 14 of 20 test cases with the skill, and 3 of 20 without it.
and 13 more in the full report
12 fixed4 passed either way7 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Where should shared TypeScript request and response interface types for public REST endpoints in `pages/api/public/` be located in the repository?
| Checked | Without skill | With skill |
|---|---|---|
| Public API type definitions are placed in features/public-api/types/. | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill for backend and API work across web/, worker/, and
packages/shared/.
SKILL.md when the task spans multiple backend areas or you need the
end-to-end reference map.security-review skill before
designing or implementing the change.Before adding a field to a shared schema or payload, an option or flag on a
shared signature, an enum member, an env toggle, or a branch that exists for one
caller — or before concluding that no change is needed — read
references/new-concepts.md.
features/[feature]/server/*Router.ts.test cases passed, vs 3 / 20 without
Published skills whose descriptions closely match this one, with their headline benchmark lift.
More skills from the same source and nearby in the registry, with their headline benchmark lift.