Which file to open first

Yes/no per file path, sorted by the probability of yes.

Input

files.txt:

internal/payments/gateway.go
internal/payments/retry.go
cmd/server/main.go
web/src/components/Button.tsx
internal/users/store.go
docs/README.md

Call the local server

curl -s localhost:21118/v1/systemone -d '{"state": "internal/payments/gateway.go", "questions": {"hit": {"type": "noul", "instructions": "Is this file likely where a payment gateway timeout is handled?"}}}'

Real answer for the first input (openjevx v0.4.0 8-bit model, CPU):

{"answers":{"hit":{"action":{"act_probability":1},"answer_confidence":0.7514,"confidence":0.7514,"noul":0.7514,"probabilities":{"false":0.2486,"true":0.7514},"type":"noul"}},"model":"openjevx","usage":{"input_tokens":47,"output_tokens":0}}

Same thing with jevx

jevx rank --profile openjevx --no-context "Is this file likely where a payment gateway timeout is handled?" --top 3 < files.txt

Real output:

0.80  internal/payments/retry.go
0.75  internal/payments/gateway.go
0.48  cmd/server/main.go

What to do with the answer

Read the top files first.

How the local model did

Right: the two payments files come first (retry.go 0.80 just above gateway.go 0.75).