home / skills / jeremylongshore / claude-code-plugins-plus-skills / managing-autonomous-development

managing-autonomous-development skill

/plugins/devops/sugar/skills/managing-autonomous-development

This skill helps you manage autonomous development tasks and system state in Sugar, enabling task creation, status checks, and execution control.

npx playbooks add skill jeremylongshore/claude-code-plugins-plus-skills --skill managing-autonomous-development

Review the files below or copy the command above to add this skill to your agents.

Files (4)
SKILL.md
3.5 KB
---
name: managing-autonomous-development
description: |
  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.
allowed-tools: Read, Write, Edit, Grep, Glob, Bash(cmd:*)
version: 1.0.0
author: Steven Leggett <[email protected]>
license: MIT
---
# Sugar

This skill provides automated assistance for sugar tasks.

## Overview

This skill empowers Claude to orchestrate and monitor autonomous development processes within the Sugar environment. It provides a set of commands to create, manage, and execute tasks, ensuring efficient and automated software development workflows.

## How It Works

1. **Command Recognition**: Claude identifies the appropriate Sugar command (e.g., `/sugar-task`, `/sugar-status`, `/sugar-review`, `/sugar-run`).
2. **Parameter Extraction**: Claude extracts relevant parameters from the user's request, such as task type, priority, and execution flags.
3. **Execution**: Claude executes the corresponding Sugar command with the extracted parameters, interacting with the Sugar plugin.
4. **Response Generation**: Claude presents the results of the command execution to the user in a clear and informative manner.

## When to Use This Skill

This skill activates when you need to:
- Create a new development task with specific requirements.
- Check the current status of the Sugar system and task queue.
- Review and manage pending tasks in the queue.
- Start or manage the autonomous execution mode.

## Examples

### Example 1: Creating a New Feature Task

User request: "/sugar-task Implement user authentication --type feature --priority 4"

The skill will:
1. Parse the request and identify the command as `/sugar-task` with parameters "Implement user authentication", `--type feature`, and `--priority 4`.
2. Execute the `sugar` command to create a new task with the specified parameters.
3. Confirm the successful creation of the task to the user.

### Example 2: Checking System Status

User request: "/sugar-status"

The skill will:
1. Identify the command as `/sugar-status`.
2. Execute the `sugar` command to retrieve the system status.
3. Display the system status, including task queue information, to the user.

## Best Practices

- **Clarity**: Always confirm the parameters before executing a command to ensure accuracy.
- **Safety**: When using `/sugar-run`, strongly advise the user to use `--dry-run --once` first.
- **Validation**: Recommend validating the Sugar configuration before starting autonomous mode.

## Integration

This skill integrates directly with the Sugar plugin, leveraging its command-line interface to manage autonomous development workflows. It can be combined with other skills to provide a more comprehensive development experience.

## Prerequisites

- Appropriate file access permissions
- Required dependencies installed

## Instructions

1. Invoke this skill when the trigger conditions are met
2. Provide necessary context and parameters
3. Review the generated output
4. Apply modifications as needed

## Output

The skill produces structured output relevant to the task.

## Error Handling

- Invalid input: Prompts for correction
- Missing dependencies: Lists required components
- Permission errors: Suggests remediation steps

## Resources

- Project documentation
- Related skills and commands

Overview

This skill enables an AI assistant to orchestrate and monitor autonomous development workflows inside the Sugar environment. It lets the assistant create tasks, inspect system and queue status, review pending work, and start controlled autonomous execution. Use it to streamline task creation and safely run automated development operations.

How this skill works

The assistant recognizes Sugar commands from user prompts (e.g., /sugar-task, /sugar-status, /sugar-review, /sugar-run) and extracts parameters like task description, type, priority, and execution flags. It maps those parameters to Sugar CLI calls, executes them via the Sugar plugin, and returns a concise, structured summary of results and any actionable next steps. For sensitive operations, the skill recommends dry-run and validation steps before full execution.

When to use it

  • Create a new development task with specific requirements and priority.
  • Query system health, task queue length, or execution status.
  • Review and adjust pending tasks before execution.
  • Start autonomous execution with safety flags (dry-run, once) and monitoring.
  • Automate repetitive devops tasks while keeping oversight.

Best practices

  • Confirm task parameters with the user before issuing commands to avoid misconfiguration.
  • Recommend running /sugar-run with --dry-run --once initially to validate behavior.
  • Validate Sugar configuration and dependencies prior to starting autonomous mode.
  • Limit permission scope and ensure required file access is available before execution.
  • Log command outputs and keep an audit trail for automated runs.

Example use cases

  • Create a feature task: "/sugar-task Implement login flow --type feature --priority 4" and receive task ID and status.
  • Inspect system state: "/sugar-status" to get queue length, running agents, and recent errors.
  • Review queued work: "/sugar-review" to list pending tasks and request user approvals or edits.
  • Start safe autonomous execution: "/sugar-run --dry-run --once" to test behavior, then run full mode after validation.
  • Combine with CI skills to trigger test runs after task creation and report results.

FAQ

What should I do before running /sugar-run?

Validate configuration, confirm required permissions and dependencies, and run with --dry-run --once to observe behavior before a full run.

How does the assistant handle invalid input?

It prompts for missing or malformed parameters and suggests corrections; it will not execute risky commands without confirmation.