Execute
alirezarezvani/claude-skills
/cs:execute <decision — Generate a 90-day execution plan with weekly milestones, DRIs, and check-in cadence from an approved decision.
Agent skill
Managing Autonomous Development
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Execute enables AI assistant to manage sugar's autonomous development workflows.
MITAuto-check passed
Install Managing Autonomous Development
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace managing-autonomous-development --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/devops/sugar/skills/managing-autonomous-development .claude/skills/managing-autonomous-development && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "managing-autonomous-development" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-development into .claude/skills/managing-autonomous-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-autonomous-development", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-developmentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace managing-autonomous-development --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/devops/sugar/skills/managing-autonomous-development .agents/skills/managing-autonomous-development && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "managing-autonomous-development" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-development into .agents/skills/managing-autonomous-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-autonomous-development", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace managing-autonomous-development --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/devops/sugar/skills/managing-autonomous-development .cursor/skills/managing-autonomous-development && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "managing-autonomous-development" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-development into .cursor/skills/managing-autonomous-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-autonomous-development", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path plugins/devops/sugar/skills/managing-autonomous-development--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace managing-autonomous-development --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/devops/sugar/skills/managing-autonomous-development .gemini/skills/managing-autonomous-development && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "managing-autonomous-development" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-development into .gemini/skills/managing-autonomous-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-autonomous-development", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace managing-autonomous-developmentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/devops/sugar/skills/managing-autonomous-development .github/skills/managing-autonomous-development && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "managing-autonomous-development" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-development into .github/skills/managing-autonomous-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-autonomous-development", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace managing-autonomous-development --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/devops/sugar/skills/managing-autonomous-development .opencode/skills/managing-autonomous-development && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "managing-autonomous-development" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/plugins/devops/sugar/skills/managing-autonomous-development into .opencode/skills/managing-autonomous-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "managing-autonomous-development", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
managing-autonomous-development- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 440 words
- Files
- 4 (incl. scripts, references, assets)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Execute enables AI assistant to manage sugar's autonomous development workflows.
- Works in 8 steps: Check Sugar system status with… → Review pending tasks with /sugar-review… → Create new tasks with /sugar-task --type… → …
- The user asks to create a new develo..
- SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 3 more sections
- Appropriate context detected
What it does
Managing Autonomous Development is an agent skill from jeremylongshore/tons-of-skills-marketplace. 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.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts, reference files and assets (for example `assets/README.md`, `references/README.md` and `scripts/README.md`). Compatibility notes: Designed for Claude Code, also compatible with Codex and OpenClaw
The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- The user asks to create a new develo..
- Appropriate context detected
- With relevant phrases based on skill purpose
Example prompts
- “/managing-autonomous-development”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code, also compatible with Codex and OpenClaw
- Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Glob, Bash(cmd:*)
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- Check Sugar system status with /sugar-status to verify the daemon is running and view queue depth
- Review pending tasks with /sugar-review to see queued work items, their priorities, and estimated complexity
- Create new tasks with /sugar-task --type --priority <1-5> specifying the task description, type, and priority level
- Validate Sugar configuration before starting autonomous mode: ensure test commands, lint rules, and commit settings are correct
- Start autonomous execution in safe mode first: /sugar-run --dry-run --once to preview what Sugar would do without making changes
- Monitor execution output for errors, test failures, or unexpected behavior during the dry run
- Start full autonomous execution with /sugar-run when confident in the configuration
- Review completed tasks and their outputs: check generated code, test results, and commit messages
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGrepGlobBash(cmd:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code, also compatible with Codex and OpenClaw
From compatibility in the SKILL.md frontmatter.
Context cost
Managing Autonomous Development loads about 1k tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 99 tokens; SKILL.md has 440 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 440 words, ~1,000 tokens.
Download SKILL.mdSave it as
.claude/skills/managing-autonomous-development/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- 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:*)
- compatibility
- Designed for Claude Code, also compatible with Codex and OpenClaw
- version
- 1.0.0
- author
- Steven Leggett <contact@roboticforce.io>
- license
- MIT
- tags
- devops, workflow, autonomous-development
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
- Check Sugar system status with
/sugar-statusto verify the daemon is running and view queue depth - Review pending tasks with
/sugar-reviewto see queued work items, their priorities, and estimated complexity - Create new tasks with
/sugar-task <description> --type <type> --priority <1-5>specifying the task description, type, and priority level - Validate Sugar configuration before starting autonomous mode: ensure test commands, lint rules, and commit settings are correct
- Start autonomous execution in safe mode first:
/sugar-run --dry-run --onceto preview what Sugar would do without making changes - Monitor execution output for errors, test failures, or unexpected behavior during the dry run
- Start full autonomous execution with
/sugar-runwhen confident in the configuration - Review completed tasks and their outputs: check generated code, test results, and commit messages
Output
- Task creation confirmations with task ID, type, priority, and queue position
- System status reports showing queue depth, active tasks, and execution history
- Task review summaries with descriptions, priorities, and estimated effort
- Execution logs showing task processing, code changes, test results, and commits
- Summary reports of completed autonomous development sessions
Show full SKILL.md (171 more words)Show less
Error Handling
| Error | Cause | Solution |
|---|---|---|
Sugar daemon not running | Sugar service not started or crashed | Start with sugar start or check logs for crash reason |
Task creation failed: invalid type | Unsupported task type specified | Use valid types: feature, bugfix, refactor, test, chore |
Autonomous execution failed: tests failing | Generated code does not pass project tests | Review the failing test output; fix the test or adjust the task description for clarity |
Configuration file not found | Sugar config missing from project root | Initialize with sugar init to create the configuration file |
Priority out of range | Priority value not between 1 and 5 | Use priority 1 (lowest) through 5 (highest/critical) |
Examples
- "Create a new Sugar task: 'Add input validation to the user registration endpoint' with type feature and priority 3."
- "Check the current Sugar system status and list all pending tasks in the queue."
- "Start Sugar autonomous mode in dry-run to preview what changes it would make for the next queued task."
Resources
- Sugar plugin documentation: https://github.com/roboticforce/sugar
- Task automation patterns:
- Autonomous development best practices: best-practices/
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (scripts, references, assets) in plugins/devops/sugar/skills/managing-autonomous-development of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- assets/README.md
- references/README.md
- scripts/README.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Managing Autonomous Development next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Managing Autonomous Development this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| Executealirezarezvani/claude-skills | 28k | — | ~831 | Automated safety check: Pass | MIT | |
| Debugging Executionsn8n-io/n8n | 207k | — | ~2.6k | Automated safety check: Pass | Custom licence | |
| Secrets Managementdavila7/claude-code-templates | 33k | 12 repos | ~2k | Automated safety check: Pass | MIT | |
| Persona Exec Assistantgoogleworkspace/cli | 31k | — | ~351 | Automated safety check: Pass | Apache-2.0 | |
| Project ManagerRightNow-AI/openfang | 18k | — | ~960 | Automated safety check: Pass | Apache-2.0 |
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Questions about Managing Autonomous Development
What does Managing Autonomous Development do?
Execute enables AI assistant to manage sugar's autonomous development workflows. Managing Autonomous Development is an agent skill from jeremylongshore/tons-of-skills-marketplace. Execute enables AI assistant to manage sugar's autonomous development workflows.
When should I use Managing Autonomous Development?
Managing Autonomous Development fits situations like: the user asks to create a new develo.; appropriate context detected; with relevant phrases based on skill purpose.
How do I install Managing Autonomous Development in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a claude-code`. Or copy the skill folder (plugins/devops/sugar/skills/managing-autonomous-development in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/managing-autonomous-development in your project. Claude Code loads it when a task matches its description.
How do I install Managing Autonomous Development in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a codex`. Or copy the skill folder (plugins/devops/sugar/skills/managing-autonomous-development in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/managing-autonomous-development in your project. Codex loads it when a task matches its description.
Can I use Managing Autonomous Development in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill managing-autonomous-development -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/managing-autonomous-development, .gemini/skills/managing-autonomous-development, .github/skills/managing-autonomous-development and .opencode/skills/managing-autonomous-development in your project.
What does Managing Autonomous Development need to run?
SKILL.md names no scripts, command-line tools or credentials: Managing Autonomous Development is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Glob, Bash(cmd:*). Compatibility (from SKILL.md): Designed for Claude Code, also compatible with Codex and OpenClaw.
Does Managing Autonomous Development access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Managing Autonomous Development safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Managing Autonomous Development use?
Managing Autonomous Development is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Managing Autonomous Development use?
About 1k tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 146 tokens, read only when the agent opens those files.
What are the alternatives to Managing Autonomous Development?
Skills that share tags, products or a category with Managing Autonomous Development: Execute (alirezarezvani/claude-skills, 28k stars), Debugging Executions (n8n-io/n8n, 207k stars), Secrets Management (davila7/claude-code-templates, 33k stars) and Persona Exec Assistant (googleworkspace/cli, 31k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Managing Autonomous Development?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.