Workflow Tools

mere-workflow-tools is a shared package that installs six companion commands:

• mere-doc-tools
• mere-media-scrub
• mere-dataset-tools
• mere-transcript-tools
• mere-image-compose
• mere-batch-runner

Each command follows the same plugin fashion:

<tool> manifest --json
<tool> doctor
<tool> plan ...
<tool> run ./run.json
<tool> resume ./run.json
<tool> cleanup ./run.json

The one-shot command for each tool writes a manifest and immediately executes it.

Runtime Boundary

The package does not include OCR, ASR, captioning, anonymization, segmentation, or image-generation runtimes. It shells out to mere.run and records the exact planned steps. Override the executable with MERE_WORKFLOW_TOOLS_MERE_RUN or --mere-run-command.

Commands

Document OCR plus redaction:

mere-doc-tools process \
  --input ./scan.png \
  --output-dir ./doc-out

Media OCR scrub over a frame directory:

mere-media-scrub scrub \
  --input ./frames \
  --output-dir ./scrub-out

Dataset captioning for LoRA prep:

mere-dataset-tools caption \
  --input ./dataset \
  --output-dir ./caption-out \
  --trigger-token STYLE \
  --focus "border" \
  --focus "lighting"

Audio transcription plus redaction:

mere-transcript-tools transcribe \
  --input ./meeting.wav \
  --output-dir ./transcript-out

Image generation composition:

mere-image-compose generate \
  --prompt "a sharp product render" \
  --output-dir ./image-out \
  --model image-klein-9b

Batch execution:

mere-batch-runner run-jobs \
  --jobs ./jobs.jsonl \
  --output-dir ./batch-out

Each JSONL batch row must contain an argv string array. Optional outputs entries tell the runner which artifacts to hash after execution:

{"argv":["text","anonymize","--output","./redacted.txt"],"outputs":{"redacted":"./redacted.txt"}}

Why These Are Plugins

These are local production workflows, not new model capabilities. Keeping them as companion plugins lets mere.run stay focused on inference while users get repeatable, inspectable pipelines for documents, media, datasets, transcripts, image generation, and batch automation.