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Correction-batch surfaces: creation, corrections, and asset→batches (G1, G2, G7) #312

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JArmandoAnaya merged 2 commits into from
Aug 4, 2026
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Correction-batch surfaces: creation, corrections, and asset→batches (G1, G2, G7) #312

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feat(kernel): correction batches, and the membership edge walked back…
JArmandoAnaya Aug 4, 2026
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feat(wire): batch creation, corrections, and which batches hold an asset
JArmandoAnaya Aug 4, 2026
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4 changes: 3 additions & 1 deletion docs/mcp-tools.md
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Expand Up @@ -11,7 +11,7 @@ error envelope, and the three gate words.

## Always offered

35 tools, in the order an agent meets them: make a project, give it a schema, put images in it, work through them, promote, publish, export.
37 tools, in the order an agent meets them: make a project, give it a schema, put images in it, work through them, promote, publish, export.

| Tool | Takes | What it does |
| --- | --- | --- |
Expand All @@ -31,6 +31,7 @@ error envelope, and the three gate words.
| `start_batch` | `batch_id` | Open an approved batch for annotation. |
| `repin_batch` | `batch_id`, `allow_destructive`? | Move a batch's schema pin onto the project's *current* active version. |
| `list_batch_assets` | `batch_id`, `limit`?, `offset`? | List a batch's assets, with the job each belongs to and its progress. |
| `create_batch` | `project`, `name`, `asset_ids`? | Start a draft batch over a chosen set of a project's assets. |
| `get_job` | `job_id` | Read a job: its state, its counts, and the batch and schema it answers to. |
| `start_job` | `job_id` | Mark a job as being worked on. Call this before you write anything. |
| `next_pending_assets` | `job_id`, `count`? | Get the next assets in a job that nobody has annotated yet. |
Expand All @@ -43,6 +44,7 @@ error envelope, and the three gate words.
| `complete_job` | `job_id` | Close a job, once every one of its assets has been settled. |
| `complete_batch` | `batch_id` | Close a batch, once every one of its jobs is complete. |
| `promote_batch` | `batch_id` | Move a completed batch's finished assets into the project's dataset. |
| `create_correction_batch` | `batch_id`, `name`, `asset_ids`? | Start a draft batch that corrects a completed one. |
| `dataset_stats` | `project` | Count what is in a project's dataset, class by class. |
| `publish_release` | `project`, `tag`, `split`? | Freeze the project's dataset as an immutable, tagged release. |
| `list_releases` | `project` | List a project's releases, newest last, with everything each one publishes. |
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