What it is
Lead is a Claude Code skill that turns AI into a persistent, file-backed management operating system. Not a chatbot. A living system where management context accumulates and compounds over time.
The problem
Management context is valuable but perishable. The insights from a 1:1, the reasoning behind a staffing decision, the patterns you notice across your team. All of this fades if it’s not captured and surfaced at the right moment. Notebooks pile up. Notes go unread.
How it works
- Slash commands.
/lead-sync,/lead-prep,/lead-decide,/lead-draft,/lead-reflect,/lead-review. - File-backed context. Team rosters, priorities, org context, decision logs, 1:1 notes, daily journal entries. All structured markdown.
- Framework grounding. A library of leadership frameworks (Grove, Scott, Brooks). When you say “ground this,” the AI relates your situation to relevant frameworks you’ve learned but aren’t reaching for in the moment.
- Daily workflow. sync → prep for meeting → meeting → debrief → repeat.
- Review cycle. Generates performance feedback drafts from accumulated notes and observations.
Why it matters
This is the most direct expression of the “AI as second mind” philosophy. Built from years of actual management experience, it encodes the patterns and workflows real engineering managers need. The AI doesn’t think for you. It makes sure your best thinking doesn’t get lost.
Current status
In daily use for personal management workflow. Shaped to my workflow, but the underlying pattern is broadly applicable: persistent context + leadership frameworks + structured workflows.