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Practical checklist to clone and run Opensoul (iamevandrake/opensoul): start a 90‑minute demo, save a campaign artifact, and track cost, latency and QA to evaluate agentic marketing.
Practical walkthrough to clone and run AIBuildAI (ranked #1 on OpenAI MLE‑Bench). In 20–120 minutes run a demo build, generate an evaluation report, and reproduce the result.
Encode lessons from Clean Code and DDIA as compact 'skill' files so AI reviewers give consistent, traceable suggestions. Learn a staged workflow (lint→review→human) and context tips.
Connect Paragent to a GitHub repo, supply your LLM keys, and run parallel agents (Free: 2, Pro: 10) that create branches, run your tests, and open PRs for review.