HR
Run the people lifecycle — draft role specs, build interview kits, score candidates, and plan onboarding.
Draft roles, build interview kits, score candidates, and plan onboarding.
- “Draft a role spec for this position”
- “Build an interview kit with questions and a scorecard”
- “Score these candidates against the role”
- “Plan onboarding for the new hire”
Product
Decide what to build and why — specs, roadmap trade-offs, user-feedback synthesis, carried to the build team.
Plan roadmaps, write specs, coordinate releases, and weigh tradeoffs.
- “Turn this feedback into a prioritized roadmap”
- “Write the spec for this feature”
- “Weigh the tradeoffs between these two directions”
- “Coordinate the release plan”
DevOps
Ship safely — audit the code, run the quality gates, plan the change, prove it before it goes live, respond to incidents.
Plan deployments, run quality gates, audit readiness, and respond to incidents.
- “Audit this repository for release readiness”
- “Run the quality gates before I deploy”
- “Plan this change and tell me what could break”
- “Help me respond to this incident”
Compliance
Stay audit-ready — map obligations before you act, flag risk, log evidence, and track filings.
Map obligations, audit actions, log evidence, and track filings.
- “Map the obligations that apply to what I'm about to do”
- “Flag the compliance risk in this action”
- “Log the evidence for this control”
- “What filings are due, and when?”
Study
Learn and retain — turn sources into plans, lessons, and quizzes; diagnose confusion; track mastery.
Turn sources into plans, lessons, quizzes, and mastery maps.
- “Turn these sources into a study plan”
- “Make lessons and quizzes from this material”
- “Quiz me and find where I'm confused”
- “Track what I've actually mastered”
Personal
Run your week — plan priorities, journal decisions, hold your goals, and see where time is leaking.
Plan the week, journal decisions, find blind spots, and synthesize your day.
- “Plan my week around my top priorities”
- “Help me journal the decision I just made”
- “Where is my time actually leaking?”
- “Synthesize my day into what mattered”