Goal-driven improvement loop: understand what needs improving, forge a /goal completion condition, then race a different-model Claude against Codex (each in its own git worktree) round by round until the goal is met, summarize, and ship a PR.
6 skills
Solo long-horizon goal loop: sharpen a spec (grill if vague), forge a /goal completion condition, then haul toward it turn after turn in a git worktree — each turn deciding explore (a fresh approach off the base) vs exploit (refine the incumbent), keeping only measured wins on a ratcheting incumbent branch, until the goal holds or the round cap trips. Then wrap up with a PR.
5 skills
Product design loop for an existing Next.js/React app: define the problem, explore competing UX flows, validate the direction, prototype in the real codebase, and hand off a developer-ready behavior spec. Five skills, each usable alone, sharing one experiment record that keeps proposed, done, approved and unverified apart.
5 skills