business-ops-monthly-review

Business

Pull the month's metrics from the provided data sources and draft a monthly business review, with trend continuity from the prior monthly review when available. Use when the user wants an automated monthly business review assembled from the month's data sources. Do NOT use for weekly or quarterly reviews, or when there is no underlying data to pull metrics from.

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Source SKILL.md: https://github.com/FerroxLabs/wayland/blob/HEAD/src/process/resources/bundled-workflows/bodies/business-ops-monthly-review/SKILL.md

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Monthly Review

Estimated time: about 60 seconds

This workflow pulls the month's metrics from the provided data sources and drafts a monthly business review, carrying trend continuity forward from the prior monthly review when one is supplied. It runs as a deterministic two-action pipeline once the inputs are known.

Steps

Step 1: Gather the Data Sources

Confirm the inputs before pulling anything. You need data_dirs: the paths to the monthly data sources. This input is required, so if it is missing, ask the user for it and wait. Optionally accept prior_review_path: a file path to the prior monthly review for trend continuity. If it is not provided, proceed without it.

Input: data_dirs (required), prior_review_path (optional)
Output: confirmed source paths for the metrics pull
Key focus: do not proceed without a valid data_dirs path

Step 2: Pull the Monthly Metrics (uses: ops-report)

Pull the month's metrics from the confirmed data sources in monthly-metrics mode. Read the sources and extract the month's key numbers. If the pull fails (unreadable or missing sources), halt and report the error rather than fabricating numbers; do not advance to the draft.

Input: data_dirs from Step 1
Output: the pulled monthly metrics
Key focus: real numbers from the sources; halt on a pull failure

Step 3: Draft the Monthly Review (uses: ops-report)

Draft the monthly business review from the pulled metrics in monthly-review-draft mode. If a prior monthly review path was provided, read it and carry trends forward so the draft shows month-over-month movement rather than a standalone snapshot. Output the metrics alongside the draft.

Input: monthly metrics from Step 2, prior_review_path from Step 1 (optional)
Output: the metrics plus the drafted monthly business review
Key focus: month-over-month trends and a clear business-review narrative