supernemawashi

Use when user wants to refresh one or more profiles end-to-end - runs nemawashi-collect followed by nemawashi-analyze for each named target (or --all), dispatching one profile-updater agent per target with throttled parallelism.

Use when starting any conversation - establishes how to find and use interpersonal communication skills

Use when user wants to analyze a person's behavioral patterns - reads profile data and adds psychological analysis with actionable DO/DON'T communication rules

Use when user wants to upgrade legacy profile data to a newer on-disk format - lists available migrations, presents the candidate profile counts, and applies each migration via LLM-driven transformation

Use when user needs help replying to someone, crafting a message, or deciding what to say - references profiles to tailor communication strategy

Use when user wants to view, show, list, or display profile data for one or more people - read-only display of profiles stored in PROFILE_DIR

Use when user wants to check which profiles need re-analysis - scans all profiles for staleness and new unanalyzed data

Use when the user wants to file a GitHub issue against this repo from free-form feedback or an idea surfaced in conversation — drafts a house-style body, surfaces duplicates, and files via gh after explicit confirmation.

Use when the user wants to manually add a single observation about a profiled person — typically something that happened off-MCP (in-person conversation, phone call, hallway exchange, lunch comment) that the collect adapters can't see. Appends one fact entry to `facts.jsonl` with `source: manual`.

Use when user wants to create or update a person's profile - collects data from available MCP sources (Slack, Gmail, Calendar, GitHub, and any other discoverable sources via the adapter pattern) and writes to PROFILE_DIR

Use when user wants to find people they interact with but haven't profiled yet - scans available MCP sources (Slack, Gmail, Calendar, GitHub, and any other discoverable sources via the adapter pattern) for untracked contacts