AI Agent Skills

Execute the latest approved SPEC READY from an inherited or forked conversation, keeping implementation work out of the planning thread. Use after to-spec when the final…

Autonomously improve a real artifact (code, training recipe, agent harness, data pipeline, prompt) against an objective and an evaluator, using Hypothesis Tree Refinemen…

Acquire an authenticated session THROUGH MFA/OTP on an in-scope target and emit a reusable session artifact (Playwright storageState + Bearer) so executors can test the…