shippy

Cross-source analysis for detecting patterns across data sources. Includes intention-reality gap detection, commitment accountability tracking, and serendipity/convergence analysis. Reads vault.toml and queries normalized SQLite databases (see SCHEMAS.md).

Use when the user asks about their git commit activity, coding stats, co-authorship with Claude, or repository contribution history across projects

Query the notmuch email archive for messages, threads, and patterns. Used by other skills (cross-source-queries, weekly-reflection) or invoked directly. Requires email source enabled and notmuch indexed.

Sync email via mbsync (IMAP) and index via notmuch. Run before email-analyzer queries or as part of data-sync. First-time setup requires ~/.mbsyncrc and notmuch database init — see SETUP.md.

Use when mapping career options for someone whose ideal job title isn't obvious from their background — an academic or PhD exploring industry, a consultant returning from sabbatical, or anyone whose skills transfer to roles they can't yet name. Use when ordinary job-title searches keep returning the same generic roles and you want to surface non-obvious, capability-matched positions across organizations.