cursor-local-dev-loop
Optimize daily development workflow with Cursor IDE using Chat, Composer, Tab, and Git integration. Triggers on "cursor workflow", "cursor development loop", "cursor productivity", "cursor daily workflow", "cursor dev flow".
65
58%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./plugins/saas-packs/cursor-pack/skills/cursor-local-dev-loop/SKILL.mdQuality
Discovery
40%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
The description identifies the tool (Cursor IDE) and lists some feature areas but fails to describe concrete actions or capabilities. The trigger terms are explicitly listed but feel artificial rather than matching natural user language. The description would benefit significantly from specifying what concrete tasks it helps with and broadening the trigger term coverage.
Suggestions
Replace the vague 'Optimize daily development workflow' with specific concrete actions like 'Configure Composer agents for multi-file edits, set up Tab completion preferences, manage git workflows within Cursor, and use Chat for code review'.
Add a 'Use when...' clause describing scenarios such as 'Use when the user asks about Cursor IDE setup, Cursor tips, improving Cursor productivity, or configuring Cursor features like Composer, Tab, or Chat'.
Expand trigger terms to include natural user phrases like 'Cursor tips', 'Cursor IDE setup', 'how to use Cursor', 'Cursor Composer', 'Cursor Tab completion' rather than only compound phrases.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description says 'Optimize daily development workflow' which is vague. It names features (Chat, Composer, Tab, Git integration) but doesn't describe concrete actions like 'configure keybindings', 'set up composer agents', or 'manage git commits'. The listed features are more like nouns than actionable capabilities. | 1 / 3 |
Completeness | The 'what' is weakly stated (optimize workflow with specific Cursor features), and the 'when' is addressed through explicit trigger terms rather than a natural 'Use when...' clause. The trigger terms serve as a partial substitute but don't describe scenarios or user needs clearly. | 2 / 3 |
Trigger Term Quality | The explicit trigger terms ('cursor workflow', 'cursor development loop', 'cursor productivity') are reasonable but somewhat formulaic and may not match how users naturally phrase requests. Users might say things like 'how to use Cursor efficiently', 'Cursor tips', 'Cursor IDE setup', or 'Cursor Composer tips' which are not covered. | 2 / 3 |
Distinctiveness Conflict Risk | The Cursor IDE focus provides some distinctiveness, but 'daily development workflow' and 'productivity' are generic enough to overlap with other development workflow or IDE skills. The specific mention of Cursor features (Chat, Composer, Tab) helps somewhat but the overall framing is broad. | 2 / 3 |
Total | 7 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-structured, highly actionable skill that walks through a complete Cursor development workflow with concrete examples at every stage. Its main weaknesses are moderate verbosity (enterprise considerations, some explanatory padding) and a monolithic structure that could benefit from splitting reference material into separate files. The consistent use of a single realistic scenario (favorites feature) throughout all stages is a notable strength.
Suggestions
Trim or remove the 'Enterprise Considerations' section—it contains generic advice (human code review, onboarding, ROI tracking) that doesn't teach Claude how to use Cursor.
Extract the keyboard shortcuts table and project rules example into separate reference files (e.g., SHORTCUTS.md, RULES-TEMPLATE.md) to reduce the main file length and improve progressive disclosure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably well-structured but includes some unnecessary padding—e.g., the 'Enterprise Considerations' section with generic advice about onboarding and ROI metrics, and explanations of what Chat 'excels at' that Claude would already understand. The keyboard shortcuts table and daily tips add value but could be tighter. | 2 / 3 |
Actionability | Each stage provides concrete, copy-paste-ready examples with specific prompts, code snippets, keyboard shortcuts, and commands. The examples use a realistic end-to-end scenario (favorites feature) that demonstrates exactly how to use each Cursor feature. | 3 / 3 |
Workflow Clarity | The 7-stage development loop is clearly sequenced with an ASCII diagram overview, each stage logically flows into the next, and there are feedback loops (e.g., paste failing test output back into Chat, review before pushing). The workflow is well-structured for a non-destructive development process. | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear section headers, but it's a long monolithic file (~180 lines of substantive content) with no references to supporting bundle files. The keyboard shortcuts, project rules, and enterprise considerations could be split into separate reference files. External links are provided but only to Cursor docs. | 2 / 3 |
Total | 10 / 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 — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
- Commit
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- Reviewed
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