promptify-skillOptimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub-agents for codebase research, clarifying questions, or web search as needed.
Install via ClawdBot CLI:
clawdbot install tolibear/promptify-skillTransform prompts into clear, effective ones. Model-agnostic.
No modifiers? Auto-detect what's needed.
| Trigger | Signals |
|---------|---------|
| codebase-researcher | "this project", "our API", specific files/functions, "integrate", "extend", "refactor" |
| clarifier | Ambiguous ("make it better"), multiple interpretations, missing constraints, vague pronouns |
| web-researcher | "best practices", "latest", external APIs/libraries, framework patterns, year references |
When agents needed:
| Element | If Missing |
|---------|------------|
| Role | Add persona with expertise |
| Task | Make action specific |
| Constraints | Infer from context |
| Output | Specify format/structure |
echo 'PROMPT' | pbcopyGenerated Mar 1, 2026
A development team working on a new feature needs to generate clear prompts for AI coding assistance. The skill auto-detects references to codebases, APIs, or functions, routing to codebase research to ensure prompts include specific technical context and constraints, improving code generation accuracy.
A marketing professional crafting social media posts or blog content uses the skill to refine vague prompts like 'make this engaging.' It detects writing type, applies tone and audience constraints, and may route to web search for best practices, resulting in structured prompts for consistent brand voice.
A researcher analyzing data sets needs precise prompts for AI-driven analysis. The skill identifies analysis type, adds criteria and depth constraints, and can force clarifying questions to resolve ambiguities, ensuring outputs meet academic standards and reduce misinterpretation.
A creative team generating ideas for campaigns uses the skill to optimize prompts for novelty and constraints. It detects creative type, strips filler language, and adds structure with XML tags for complex prompts, facilitating efficient AI-assisted ideation with clear creative boundaries.
A support team automating responses to customer queries applies the skill to improve prompts for handling vague or ambiguous requests. It routes to clarifier agents to resolve missing details, ensuring prompts include role, task, and output specifications for reliable automated support.
Offer the skill as part of a subscription-based platform for businesses, providing access to prompt optimization and agent routing. Revenue comes from monthly or annual fees per user or team, with tiers based on usage limits and advanced features like custom modifiers.
Deploy a free version with basic auto-detection and core contract application, attracting individual users. Monetize through premium upgrades offering forced modifiers (e.g., +deep, +web), parallel agent dispatch, and integration with external tools, driving revenue from power users and enterprises.
Sell customized integrations of the skill into existing enterprise workflows, such as CRM or project management systems. Revenue is generated through one-time setup fees, ongoing support contracts, and training services to optimize prompts for specific industry use cases.
💬 Integration Tip
Integrate the skill via API calls to trigger auto-detection based on user input, ensuring seamless routing to sub-agents for enhanced context gathering in real-time applications.
Summarize URLs or files with the summarize CLI (web, PDFs, images, audio, YouTube).
AI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
This skill should be used when users need to search the web for information, find current content, look up news articles, search for images, or find videos. It uses DuckDuckGo's search API to return results in clean, formatted output (text, markdown, or JSON). Use for research, fact-checking, finding recent information, or gathering web resources.
Web search and content extraction via Brave Search API. Use for searching documentation, facts, or any web content. Lightweight, no browser required.
Search indexed Discord community discussions via Answer Overflow. Find solutions to coding problems, library issues, and community Q&A that only exist in Discord conversations.
Multi search engine integration with 17 engines (8 CN + 9 Global). Supports advanced search operators, time filters, site search, privacy engines, and WolframAlpha knowledge queries. No API keys required.