Weekly Cadence

Weekly work catches slower-moving drift: calendar state, capability changes, cross-project lessons, research signals, recruiting, licensing, and scheduler health.

Weekly jobs should consolidate patterns instead of producing fresh noise. If a weekly scan has no durable signal, record No durable wiki update needed and update state. Source: Scheduling Operating Model; automations/_schema.md

Weekly Jobs

Job Purpose Durable behavior
calendar-sync Refresh calendar context when credentials exist. Update raw/calendar and durable schedule facts when useful.
capability-harvest Discover new tools, MCPs, CLIs, and agent capabilities. Update Active Stack (What to Actually Use), tool pages, and routing when promoted.
cross-project-learning Extract reusable lessons across projects. Update concepts, skills, postmortems, or workflows.
seo-geo-radar Monitor SEO/GEO/AEO signals. Update SEO/GEO pages and content strategy only when criteria pass.
language-orchestration-radar Track CoTCodec/language-orchestration research. Update research pages and bibliography when relevant.
recruiter-discovery Find recruiters at target companies. Update career/recruiter context when current.
oss-license-audit Review open-source license risk. Update repo/project risk pages or output no-op.
scheduling-audit Inspect automation and scheduler drift. Update Scheduling Operating Model, Operational Heartbeat, or automation files.

Review Question

For each weekly run, ask: did this change what Kevin or future agents should do? If not, keep it output-only.


Timeline