Inbox-to-Action Closer

Purpose

Process raw pending-work data from multiple sources, deduplicate and score the items, and present one unified action board. This skill does not fetch data from external APIs. It expects raw source data to be supplied by the caller, by other OpenClaw skills, or by tools that have already retrieved it. All output is draft-only until the user explicitly confirms a write action.

Data Acquisition

This skill does not include API connectors or manage credentials. To use it:

• Supply raw JSON data from each source (Slack messages, GitHub PRs, calendar events, etc.)
• Use existing OpenClaw tools or installed skills that already connect to these services
• Or pipe output from CLI tools (gh, himalaya, slack-cli, etc.) into the normalisation pipeline

The skill handles everything after data retrieval: normalisation, deduplication, scoring, and rendering.

Supported Source Formats