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.
Install with Tessl CLI
npx tessl i github:jeremylongshore/claude-code-plugins-plus-skills --skill managing-autonomous-development30
Does it follow best practices?
If you maintain this skill, you can automatically optimize it using the tessl CLI to improve its score:
npx tessl skill review --optimize ./path/to/skillValidation for skill structure
Discovery
17%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This description suffers from truncation and placeholder boilerplate text that renders the 'when to use' guidance completely useless. While it names some specific capabilities around autonomous workflow management, the generic trigger clause and incomplete text significantly undermine its utility for skill selection.
Suggestions
Replace the placeholder 'Use when appropriate context detected. Trigger with relevant phrases based on skill purpose' with actual trigger phrases like 'Use when the user mentions sugar, autonomous tasks, workflow execution, or asks to start/stop autonomous mode'
Complete the truncated description and ensure the full text is included
Add natural user phrases as explicit triggers, such as 'run autonomously', 'create a task', 'check task status', 'sugar workflow'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (autonomous development workflows) and lists some actions (create tasks, view status, review pending tasks, start autonomous execution mode), but the description is truncated and uses somewhat vague terms like 'manage' without fully concrete details. | 2 / 3 |
Completeness | While the 'what' is partially addressed, the 'when' clause is completely boilerplate placeholder text ('Use when appropriate context detected') that provides no actual guidance. The description is also truncated mid-sentence ('develo...'). | 1 / 3 |
Trigger Term Quality | The generic placeholder text 'Use when appropriate context detected. Trigger with relevant phrases based on skill purpose' provides zero actual trigger terms. Natural keywords like 'task', 'workflow', 'autonomous', 'execute' are buried in the capability description but not explicitly called out as triggers. | 1 / 3 |
Distinctiveness Conflict Risk | References a specific system ('sugar') and specific concept ('autonomous development workflows'), which provides some distinctiveness, but terms like 'create tasks' and 'view status' are generic enough to potentially conflict with project management or task tracking skills. | 2 / 3 |
Total | 6 / 12 Passed |
Implementation
12%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is heavily padded with generic boilerplate and meta-explanations about how Claude processes requests, which wastes tokens on information Claude already knows. It lacks concrete, executable examples of the actual sugar CLI commands and their syntax. The content describes what the skill does rather than providing actionable instructions Claude can follow.
Suggestions
Remove all generic boilerplate sections (Prerequisites, Instructions, Output, Error Handling, Resources) and the 'How It Works' meta-explanation - these explain Claude to Claude
Add actual executable command examples showing the real sugar CLI syntax, e.g., `sugar task create 'Implement auth' --type feature --priority 4`
Replace the abstract 'The skill will:' descriptions with concrete command outputs and expected responses
Add explicit validation workflow for autonomous mode: check config -> dry-run -> review output -> execute with safeguards
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose with unnecessary explanations of how Claude works ('Command Recognition', 'Parameter Extraction', 'Response Generation'). Contains generic boilerplate sections ('Prerequisites', 'Instructions', 'Output', 'Error Handling', 'Resources') that add no value and explain things Claude already knows. | 1 / 3 |
Actionability | No executable code or actual commands shown. Examples describe what 'the skill will' do abstractly rather than providing concrete command syntax, actual CLI usage, or copy-paste ready instructions. The actual sugar command interface is never demonstrated. | 1 / 3 |
Workflow Clarity | The 'How It Works' section provides a sequence, and Best Practices mentions using '--dry-run --once' first for safety. However, there are no explicit validation checkpoints or error recovery steps for the autonomous execution mode which is a risky operation. | 2 / 3 |
Progressive Disclosure | Monolithic wall of text with no references to external documentation. Generic placeholder sections ('Resources: Project documentation') provide no actual navigation. Content that could be split (command reference, examples) is all inline but poorly organized. | 1 / 3 |
Total | 5 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 13 / 16 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
metadata_version | 'metadata' field is not a dictionary | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 13 / 16 Passed | |
- Reviewed
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