Agent skill · software engineering · jeremylongshore
managing-autonomous-development
Execute enables AI assistant to manage sugar's autonomous development workflows. it allows AI assistant to create tasks, view the status of the system, review pending tasks, and start autonomous execution mode. use this skill when the user asks to create a new develo... Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
Why this skill is useful
Adds executable commands for managing autonomous development workflows with Sugar, which are not commonly known or documented.
What it needs
Requires sugar installed locally. About 2k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Managing Autonomous Development Overview Manage Sugar's autonomous development workflows: create development tasks, check system status, review pending work, and start autonomous execution mode. Sugar orchestrates AI-driven development by queuing tasks with type, priority, and execution parameters, then processing them sequentially or in parallel. Prerequisites Sugar plugin installed and configured in the project Sugar CLI available in the system PATH (sugar --version) Project repository initialized with Sugar configuration file Understanding of task types: feature, bugfix, refactor, test, chore Write access to the project codebase for autonomous execution Instructions 1. Check Sugar system status with /sugar-status to verify the daemon is running and view queue depth 2. Review pending tasks with /sugar-review to see queued work items, their priorities, and estimated complexity 3. Create new tasks with /sugar-task <description> --type <type> --priority <1-5> specifying the task description, type, and priority level 4. Validate Sugar configuration before starting autonomous mode: ensure test commands, lint rules, and commit settings are correct 5. Start autonomous execution in safe mode first: /sugar-run --dry-run --once to preview what Sugar would do without making changes 6. Monitor execution output for errors, test failures, or unexpected behavior during the dry run 7. Start full autonomous execution with /sugar-run when confident in the configuration 8. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/managing-autonomous-development