promptify
Transform user requests into detailed, precise prompts for AI models. Use when users say "promptify", "promptify this", or explicitly request prompt engineering or improvement of their request for better AI responses.
90
87%
Does it follow best practices?
Impact
94%
1.02xAverage score across 3 eval scenarios
Passed
No known issues
Quality
Discovery
89%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 is a well-crafted skill description with strong trigger terms and clear completeness. The explicit 'Use when...' clause with the distinctive 'promptify' keyword makes it highly selectable. The main weakness is that the capability description could be more specific about what transformations are performed.
Suggestions
Add 2-3 more specific actions to improve specificity, e.g., 'adds context, structures instructions, specifies output formats, and clarifies constraints'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (prompt engineering) and describes the core action ('Transform user requests into detailed, precise prompts'), but lacks multiple specific concrete actions like 'add context', 'structure instructions', 'specify output format'. | 2 / 3 |
Completeness | Clearly answers both what ('Transform user requests into detailed, precise prompts for AI models') and when ('Use when users say "promptify"...or explicitly request prompt engineering'). Has explicit 'Use when...' clause with specific triggers. | 3 / 3 |
Trigger Term Quality | Includes natural trigger terms users would actually say: 'promptify', 'promptify this', 'prompt engineering', 'improvement of their request', 'better AI responses'. Good coverage of variations. | 3 / 3 |
Distinctiveness Conflict Risk | The unique trigger term 'promptify' creates a clear niche. The focus on transforming requests into prompts for AI models is distinct from general writing or editing skills, unlikely to conflict with other skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
85%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, concise skill that clearly defines the promptify task. The main weakness is the lack of concrete input/output examples demonstrating the transformation process, which would make the skill more actionable. The writing guidelines are specific and useful, but showing them applied to a real example would strengthen the skill significantly.
Suggestions
Add 1-2 concrete examples showing a vague user request transformed into a detailed prompt, demonstrating the guidelines in action
Include a brief example of the expected output format to clarify what 'specification language' looks like in practice
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is lean and efficient, with no unnecessary explanations of concepts Claude already knows. Every section serves a clear purpose and the guidelines are direct without padding. | 3 / 3 |
Actionability | Provides clear guidelines and structure but lacks concrete examples of input/output transformations. A before/after example showing a vague request transformed into a detailed prompt would significantly improve actionability. | 2 / 3 |
Workflow Clarity | For this simple, single-purpose skill, the 3-step process (read, plan, rewrite) is clear and unambiguous. No validation checkpoints are needed since this is a text transformation task with no destructive operations. | 3 / 3 |
Progressive Disclosure | For a skill under 50 lines with no need for external references, the content is well-organized with clear sections (Core Task, Process, Writing Guidelines, Output). The structure is appropriate for the skill's scope. | 3 / 3 |
Total | 11 / 12 Passed |
Validation
100%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
- Repository
- intellectronica/agent-skills
- Commit
9f7f750
- Reviewed
Table of Contents
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