mAi b282325663 mAi: #3 - Replicate adapter, mai.imagen_usage cost-tracking, usage CLI
Implements the Replicate API backend (FLUX schnell / FLUX dev) per ImaGen
issue #3:

- internal/backend/replicate.go — Backend adapter. Supports model
  refs as "owner/name" (uses /v1/models/{owner}/{name}/predictions) and
  "owner/name:hash" (uses /v1/predictions with explicit version). Polls
  /v1/predictions/{id} every 500ms with model-aware timeout (60s schnell,
  120s dev). Resilience: 401 names api_token_env, 429 with exp backoff
  up to 3 retries (honours Retry-After), 5xx retries once, image
  download retries once on transient failure.
- internal/backend/replicate_pricing.go — hardcoded per-image USD rates
  for known FLUX models, snapshotted from replicate.com/pricing with a
  refresh TODO.
- internal/backend/replicate_test.go — mocked-HTTP unit tests covering
  happy path (model + version-pinned), 401, 429 retry policy, failed
  prediction, poll timeout, image-download retry, ctx cancel, BackendOpts
  passthrough, default_steps, aspect-ratio reduction, sha256 prompt hash.
- internal/usage/usage.go — Supabase REST sink + read-side query for
  mai.imagen_usage. Adapter writes are best-effort: failures warn but
  the image still lands.
- cmd/imagen/usage.go — `imagen usage [--since DATE] [--raw]` reads
  the table and prints a tab-aligned grouped or raw table with totals.
- cmd/imagen/backends.go — instances of type=replicate now report
  "ok" or "not configured (set REPLICATE_API_TOKEN)" depending on env.
- internal/config/config.go — sample adds flux-schnell-replicate +
  flux-dev-replicate; default_backend stays flux-schnell-local.
- Supabase migration mai.imagen_usage (id, created_at, backend, model,
  seed, prompt_hash, latency_ms, cost_usd_estimate, caller) + indexes
  on (created_at DESC) and (caller). The raw prompt is never stored.

Caller identity resolves from MAI_FROM_ID, then the tmux pane's
@mai-name option, mirroring the maimcp identity logic. Prompt hash is
sha256 of the user-facing prompt; raw prompt never reaches the table.
2026-05-08 17:28:29 +02:00
2026-05-08 12:25:21 +00:00

ImaGen

Model-agnostic image-generation framework: pluggable backends (local FLUX on mRock, Replicate, DALL-E, …) behind a single CLI / skill / API.

imagen generate "a cat in a fishbowl" --backend flux-schnell-local --size 1024x1024

See CLAUDE.md for the design — backend contract, registry, config layout, how to add a new adapter.

Install

go install mgit.msbls.de/m/ImaGen/cmd/imagen@latest

Or from a checkout:

make build       # writes ./bin/imagen
make install     # installs into $GOBIN (defaults to ~/go/bin)

First run

mkdir -p ~/.config
imagen config init > ~/.config/imagen.yaml
imagen config validate
imagen backends
imagen generate "test prompt" --backend mock --output /tmp/x.png

The mock backend ships in this repo and produces a deterministic gradient PNG — useful for smoke-testing the pipeline without reaching any model.

Status

Component Status
Backend interface done (#1)
Mock backend done (#1)
ComfyUI / FLUX on mRock open (#2)
Replicate adapter open (#3)
/imagine skill open (#4)
HTTP server stubbed (#1)

Issues live at https://mgit.msbls.de/m/ImaGen/issues.

Description
Model-agnostic image-generation framework: pluggable backends (local FLUX on mRock, Replicate, DALL-E, …) behind a single CLI/API/skill.
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