…/finetune/deploy

- Add `bl deploy pause` and `bl deploy resume` (console domain, first
  console-auth commands in deploy group) via modelInstance start/stop APIs
- Add core deploy/lifecycle.ts with input-wrapped console gateway calls
- Switch all dataset/finetune/deploy commands to JSON-only output, removing
  text formatting logic
- Expose usage/charge_type in finetune get, model_name/expire_time in
  finetune checkpoints with near-expiry warning
- Update deploy delete hint to suggest `bl deploy pause`

- Rename for clarity: finetune --model → --base-model (create/price/
  capability/list); deploy create --model → --model-name, --name →
  --display-name
- Add `finetune price` (console domain) for pre-training cost estimate
  (sft/dpo/cpt)
- Add actual training cost (fee.ts) enriched into finetune get/watch
  from catalog price × reported usage

…ulation

- Add finetune video create subcommand (wan2.7/2.5/2.2 i2v + kf2v)
- Align video hyperparams with official docs (n_epochs=50, per-model batch_size/max_pixels)
- Add --last-frame flag to video generate for kf2v (image2video endpoint)
- Fix wan2.1-2.6 i2v input format (img_url instead of media[])
- Add training_cost field to finetune get/watch (catalog ft price, API-key domain only)
- Add --aigc-* flags to deploy create (optional, for video LoRA prompt config)

…an-out

Previously, fan-out skipped any existing real directory not recorded in
the lock file, treating it as user content. This left stale skill copies
installed by other tools (e.g. npx skills add) permanently out of date.

Now: if the directory contains a SKILL.md, it is recognized as a skill
artifact and replaced with a symlink to the canonical dir. Directories
without SKILL.md are still preserved (user content safety boundary).

finetune video create passed a fixed modality "video" to the profile
validator without probing the data for last_frame_path. This caused a
false KF2V_DATA_MISMATCH error when training kf2v models (wan2.2-kf2v-*)
with datasets that correctly contain last_frame_path.

Add sub-variant detection symmetric to the existing image-i2i upgrade:
when a local file is provided, detectModality() inspects the first record
and upgrades "video" → "video-kf2v" if last_frame_path is present.