Orchestrate autonomous agent teams to execute multi-unit development workflows.
npx skills add https://github.com/bjcoombs/ai-native-toolkit --skill marathon
Please help me install this Agent Skill. Skill: marathon Source: https://github.com/bjcoombs/ai-native-toolkit/tree/main/skills/marathon Command: npx skills add https://github.com/bjcoombs/ai-native-toolkit --skill marathon
This skill solves the challenge of managing complex, multi-task development projects by automating the orchestration of ephemeral agent teams to drive work units to completion.
Trigger the marathon skill by invoking it through your task master or issue queue command to begin autonomous orchestration of your work units.
High-intent search queries and answers about installing and using this skill.
Automating parallel development workflows involves orchestrating autonomous agent teams to execute complex, multi-unit tasks by deriving dependency DAGs and hot-file maps to spawn ephemeral teammates for parallel work execution.
Autonomous multi-unit team orchestration manages dependency analysis, hot-file conflict mitigation, and parallel PR lifecycle tracking across ephemeral agent sessions to drive multi-task development projects to completion.
Yes, you can use marathon for CI/CD orchestration when executing a large backlog of tickets or complex features requiring multiple parallel PRs, dependency management, and automated review cycles.
Yes, autonomous agent orchestration requires a caller-supplied work-source adapter to enumerate tasks, track progress, and handle source-of-truth state updates throughout the workflow lifecycle.
Smart-merging and crash recovery handle parallel PR lifecycle tracking by smart-merging work in waves, executing retrospective logging, and recovering crashed sessions to ensure project continuity.
Limitations of ephemeral agent sessions include the need for a caller-supplied work-source adapter for state updates and dependency on gh, jq, and python environments to manage complex multi-unit development workflows.
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