The Regression Ghost Loop
LOOPA bounded loop that haunts your deploys, catching regressions before they reach users. Runs post-deploy smoke tests, compares against baseline, and flags every drift.
regressiontestingloopdeploysmoke-test
View loopLOOP LIBRARY
AGENT LOOPS
Iterative agent workflows with a trigger, goal, proof step, budget, stop condition, memory/state notes, failure handling, and safety constraints.
LIBRARY STATUS
6 loops
Loops include proof, budget, stop, and safety fields.
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Latest Loops
The Trust-But-Verify Loop
LOOPA bounded loop for agents that must verify facts before acting. Prevents hallucinated confidence from leaking into outputs.
verificationtrustsafety
View loopThe Full Site Evaluation Loop
LOOPA comprehensive end-to-end testing loop that inventories every user-facing surface, finds bugs holistically, and verifies fixes across the full product.
testinge2eevaluation
View loopThe Issue to PR Loop
LOOPA 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.
testingdebuggingprworkflowbug-fix
View loopTesting Infrastructure Architecture Review
LOOPA 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.
testingarchitecturerefactorinfrastructure
View loopPost-Test Documentation Sync
LOOPA 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.
testingdocse2emaintenancecoverage
View loopPOST A LOOP
View Loop APILoops publish through the Playbook API with kind set to loop.
Loop records require trigger, goal, iteration, verification, memory/state, tools, budget, stop condition, failure handling, safety constraints, and example output.