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".
52
58%
Does it follow best practices?
Impact
—
No eval scenarios have been run
Passed
No known issues
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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 a specific tool (Cursor IDE) but fails to articulate concrete actions or capabilities beyond vague optimization language. The trigger terms are explicitly listed but feel manufactured rather than matching natural user queries. The description would benefit significantly from listing specific actionable capabilities and broadening trigger coverage to include more natural user language.
Suggestions
Replace 'Optimize daily development workflow' with specific concrete actions like 'Configure Cursor Composer for multi-file edits, set up Tab completion preferences, manage inline Chat for code review, integrate Git workflows within Cursor IDE'.
Add a 'Use when...' clause with more natural trigger scenarios like 'Use when the user asks about Cursor IDE tips, Cursor Composer setup, Cursor Tab autocomplete, or integrating git with Cursor'.
Expand trigger terms to include natural variations users would say: 'Cursor tips', 'Cursor setup', 'how to use Cursor', 'Cursor Composer', 'Cursor Tab completion', 'Cursor IDE configuration'.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description says 'Optimize daily development workflow' which is vague. It names tools (Chat, Composer, Tab, Git integration) but doesn't describe concrete actions like 'configure keybindings', 'set up composer agents', or 'manage git commits'. The listed items are feature names, not specific actions. | 1 / 3 |
Completeness | The 'what' is weakly stated ('optimize daily development workflow with Cursor IDE') and the 'when' is provided via explicit trigger terms, but the trigger terms are narrow and formulaic rather than describing real usage scenarios. The explicit triggers partially satisfy the 'when' requirement but the 'what' is too vague to score a 3. | 2 / 3 |
Trigger Term Quality | The trigger terms like 'cursor workflow', 'cursor development loop', 'cursor productivity' are somewhat relevant but feel artificial rather than natural user language. Users are more likely to say things like 'how to use Cursor', 'Cursor tips', 'Cursor IDE setup', or 'Cursor Composer'. Missing common variations users would naturally use. | 2 / 3 |
Distinctiveness Conflict Risk | The Cursor IDE focus provides some distinctiveness, but 'daily development workflow' and 'Git integration' are broad enough to overlap with general development workflow skills or git-focused skills. The Cursor-specific trigger terms help reduce conflict but the description's scope is still quite 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 clearly walks through a 7-stage Cursor development workflow with concrete examples at each step. Its main weaknesses are moderate verbosity (enterprise considerations, some explanatory padding) and being monolithic when some content could be split into supporting files. The workflow sequencing and concrete examples are strong points that make this immediately useful.
Suggestions
Trim the 'Enterprise Considerations' section—it's generic advice that doesn't add Cursor-specific actionable guidance and could be removed or reduced to a single line.
Extract the keyboard shortcuts table and project rules example into separate bundle files (e.g., SHORTCUTS.md, RULES-EXAMPLE.md) to improve progressive disclosure and reduce the main file length.
| 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, the 'Chat excels at' bullet list explaining obvious capabilities, and some tips that are common knowledge for Cursor users. It could be tightened by ~20-30%. | 2 / 3 |
Actionability | Each stage provides concrete, copy-paste-ready examples: specific Chat prompts with @-symbol usage, Composer prompts with file references, TypeScript code for Tab completion, exact keyboard shortcuts, bash commands for testing, and a complete .cursor/rules example. The guidance is highly specific and executable. | 3 / 3 |
Workflow Clarity | The 7-stage development loop is clearly sequenced with an ASCII diagram overview, each stage logically follows the previous one, 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 a single monolithic file with no bundle files to offload detail into. The keyboard shortcuts reference, enterprise considerations, and detailed stage examples could be split into separate files. External links are provided at the end but there's no internal file structure for progressive discovery. However, the sections are well-organized with clear headers. | 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 | |
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