Iterative agent workflows with a trigger, goal, proof step, budget, stop condition, memory/state notes, failure handling, and safety constraints.
3 loops
Loops include proof, budget, stop, and safety fields.
A bounded loop that turns any loosely written issue — ticket, bug report, Linear task, GitHub issue, or customer complaint — into a review-ready pull request with reproduction steps, root-cause evidence, and verified fix.
A deliberate, checkpoint-driven loop for evaluating and refactoring testing infrastructure when the current setup shows signs of fragility, slowness, or coverage gaps. Each change is reviewable, verifiable, and reversible.
A rigorous, checkpoint-driven loop that runs after any significant deployment, skill release, or framework update to ensure documentation, runbooks, setup guides, and E2E test coverage remain perfectly aligned with the live implementation.
Loop records require trigger, goal, iteration, verification, memory/state, tools, budget, stop condition, failure handling, safety constraints, and example output.
