wayland-content-batch-process

Business

Batch-process a directory of content briefs: scan the briefs, produce a blog draft for each, run a humanize pass over the batch, then build repurpose chains for email, LinkedIn, and X-thread. Use when the user has many content briefs in a folder and wants every one turned into a humanized draft with platform derivatives in a single run. Do NOT use for a single brief or when no corpus of briefs can be resolved; use the single-post blog workflow instead.

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Content Brief Batch Processor

Estimated time: 5-10 minutes per brief

This workflow runs deterministically over a directory of content briefs. It scans the briefs into a list, produces a full blog draft for each, humanizes the whole batch against the voice profile, and builds repurpose chains for email, LinkedIn, and X-thread. It is the bulk counterpart to the single-post publish flow.

Resolve the content corpus before running. In order: use any file or folder attached to the conversation (an exported brief bundle, CSV, or zip of markdown briefs) read from the workspace cwd; else read from a connected filesystem MCP server or a Google Sheets / Microsoft 365 export holding the brief list; else ask the user to attach the content briefs export. If no corpus resolves, stop and ask. Do not produce drafts from empty input.

Inputs: a briefs directory path (required) and an optional path to voice-notes.md (recommended).

When to Use

User has a folder of content briefs to process at once
User wants every brief turned into a humanized draft plus derivatives
User wants a repeatable batch run, not an interactive single post

Workflow Steps

Step 1: Scan the Briefs (uses: content-audit)

Resolve and read the briefs directory, then list every brief found (markdown or JSON) into a structured brief list. If the corpus cannot be resolved, halt and ask the user to attach it. Do not continue on empty input.

Input: briefs directory path
Output: structured list of resolved briefs
Key focus: a complete, validated brief list; halt on no input

Step 2: Produce Drafts (uses: content-blog)

For every brief in the list, produce a full blog draft, applying the voice profile if one was provided. Process the briefs as a batch and keep each draft mapped to its source brief. Halt on error rather than skipping silently.

Input: brief list, optional voice profile path
Output: one full blog draft per brief
Key focus: complete batch drafting, drafts mapped to briefs

Step 3: Humanize the Batch (uses: content-humanize)

Run a humanize pass over every draft in the batch, applying the voice profile and stripping AI tells from each. Halt on error.

Input: batch of drafts, optional voice profile path
Output: humanized drafts for the full batch
Key focus: consistent voice across every draft

Step 4: Build Repurpose Chains (uses: content-repurpose)

For each humanized draft, build repurpose derivatives for email, LinkedIn, and an X-thread. Process as a batch. If a single derivative fails, skip it and continue rather than halting the whole run.

Input: batch of humanized drafts
Output: email, LinkedIn, and X-thread derivatives per draft
Key focus: full-batch repurpose; skip failures, do not halt

Step 5: Return the Batch Output (uses: content-repurpose)

Return the deliverable: the humanized drafts, the derivatives, and the original brief list, so the user has every processed brief and its outputs in one place.

Input: humanized drafts, derivatives, brief list
Output: assembled batch result (drafts, derivatives, brief list)
Key focus: one consolidated batch deliverable