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This layer provides the backend functionality for the RepoForge application, handling API requests, authentication, and database migrations. Trigger: When working in backend/ — adding, modifying, or debugging server-side logic.
Passed 20 of 22 test cases with the skill, and 11 of 22 without it.
and 7 more in the full report
9 fixed11 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 9/30/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.
Which file path serves as the main application module for the RepoForge HTTP backend server?
| Checked | Without skill | With skill |
|---|---|---|
| Specifies apps/server/app/main.py | Missed | Passed |
The instructions your model reads when the skill loads.
The Python FastAPI backend layer for RepoForge Web, handling HTTP routing, middleware, authentication, rate limiting, and database migrations. Owns all server-side request processing and API endpoints.
Trigger: When working in backend/ directory — adding routes, modifying middleware, debugging authentication, or extending API endpoints.
| Task | Pattern |
|---|---|
| Run migrations | cd apps/server && alembic upgrade head |
| Start server | uvicorn apps.server.main:app --reload |
| Test endpoints | pytest apps/server/tests/ |
call_next to pass control.Settings from config.py validates required env vars on startup; missing vars cause immediate exit.FastAPI middleware executes in declaration order. Each handler must invoke call_next to forward the request; omitting this breaks the chain and returns 500 errors.
@app.middleware("http")
async def security_headers_middleware(request: Request, call_next): # noqa: ANN001
response = await call_next(request)
response.headers["X-Content-Type-Options"] = "nosniff"
return response
from apps.server.app.config import Settings
test cases passed, vs 11 / 22 without
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