playbook builder. turns your team's past matters into a playbook: the preferred position for each kind of decision, the fallbacks you have actually used, the lines you don't cross, and when to escalate. it reviews every rule with you, tests the rules on matters you kept back, and exports them as a skill your agents follow and a markdown file for any ai model.

how to use it. in claude code: /plugin marketplace add taskoutai/skills, then /plugin install taskout@taskout. in any other agent: npx skills add https://github.com/taskoutai/skills. put each past matter in its own folder, then ask your agent to build a playbook from them.