action-status-updater

You can update action item tracking status from natural language inputs by parsing bilingual text into structured states like completed, delegated, or in-progress. The skill extracts assignee and keyword cues from Japanese or English statements to apply status transitions.

Yes, Japanese natural language statements can be parsed to track delegated action items. The skill performs bilingual intent and person extraction, allowing inputs like "Seanのメールには返信しておいた" to update the action state file accordingly.

Maintaining persistent history logs for workflow action tracking is best achieved using a durable YAML state file. The skill records each status change with timestamps and trigger text using an append-only logging mechanism on every transition.

Yes, action status tracking from natural language requires a persistent YAML state file. This file maintains current action items and records append-only history logs with timestamps and trigger text for each status transition event.

Generate Markdown reports from tracked action item states by processing the persistent YAML state file. The skill creates human-readable Markdown and JSON reports and exports action lists in formats compatible with daily-comms-ops workflows.

A limitation of confidence-based matching for bilingual action parsing is that ambiguous natural language inputs without clear assignee or keyword cues may fail to match existing tracked items. Accurate status updates depend on explicit input text.