Automate iterative implementation review using an adversarial generator-evaluator loop.
npx skills add https://github.com/onblueroses/strata --skill harness-onblueroses
Please help me install this Agent Skill. Skill: harness Source: https://github.com/onblueroses/strata/tree/main/skills/harness Command: npx skills add https://github.com/onblueroses/strata --skill harness-onblueroses
This Skill automates the iterative review and refinement of high-stakes implementation tasks using an adversarial generator-evaluator loop, reducing manual errors and improving consistency.
Run the harness with the current spec as the criteria and a specific framing.
High-intent search queries and answers about installing and using this skill.
Automate iterative code review by running an adversarial generator-evaluator loop that generates implementation candidates and evaluates them using a different-model-family evaluator to refine critical development tasks.
An adversarial generator-evaluator loop is an automated process that generates implementation candidates and subjects them to evaluation by a different model family, using rotating adversarial framings to address different blindspots in each iteration.
Use an automated iterative review loop for critical bug fixes, security audits, or complex feature implementations where multiple perspectives and iterative refinement are required to reduce manual errors and improve consistency.
Yes, running the harness requires a compatible evaluator and a spec to define the criteria, enabling the system to automate the iterative review and refinement of your implementation tasks.
The adversarial loop uses convergence-based termination, stopping automatically when Stage A passes and Stage B has no CRITICAL findings, or when a specific convergence signal fires during the iterative review.
Yes, competitive mode spawns multiple generators with different strategies per iteration, selecting the best candidate before evaluation to ensure high-quality implementation outputs for critical development tasks.
dsifryOrchestrate a 4-phase execution loop with implementation, validation, adversarial review, and commit.
garagonCreate PRs, run CI checks, deploy builds, and verify production with rollback.
lookatitudeEnforce an adversarial architect-researcher loop to surface assumptions and unresolved questions.
verivus-ossSubmit code changes to Codex for review until approval.
