prompt-optimizer-enIterative prompt optimizer for complex tasks. Strictly implements ACON's two-stage iterative optimization + APE automatic prompt engineering. Only triggers w...
Install via ClawdBot CLI:
clawdbot install ucsdzehualiu/prompt-optimizer-enGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Sep 7, 2026
A customer support team uses AI chatbots to handle inquiries. They need to craft prompts that accurately classify issues, retrieve relevant knowledge, and provide empathetic responses while adhering to company policies.
Legal professionals use AI to review contracts and identify risks. The prompts must include detailed constraints on legal terminology, required sections to inspect, and output format for risk summaries.
Healthcare providers employ AI to suggest preliminary diagnoses based on symptoms. Prompts need to be extremely precise, containing role definitions, safety disclaimers, and structured output for symptoms, potential conditions, and recommended actions.
A software development team uses AI to generate code snippets and documentation. They need prompts that specify programming language, framework, coding standards, and edge cases to handle.
Marketing professionals use AI to create blog posts, ad copy, and social media content. Prompts must include brand voice guidelines, target audience details, SEO keywords, and format requirements.
Offer a web-based platform where users can submit prompts and receive optimized versions. Revenue generated via monthly or annual subscription plans with tiered features based on usage and advanced analytics.
Provide expert consulting to enterprises on optimizing AI workflows. Charge a one-time project fee or hourly rate for analyzing existing prompts and delivering tailored optimization recommendations.
Offer basic prompt optimization for free, with premium features like in-depth analysis, multi-round iterations, and priority support for a fee. Revenue from upselling free users to paid plans.
💬 Integration Tip
Integrate the optimizer into existing AI development pipelines via API, and offer SDKs for popular programming languages to streamline adoption.
Scored Sep 7, 2026
Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.
Monitor RSS and Atom feeds for content research. Track blogs, news sites, newsletters, and any feed source. Use when monitoring competitors, tracking industr...
用 MinerU API 解析 PDF/Word/PPT/图片为 Markdown,支持公式、表格、OCR。适用于论文解析、文档提取。
Provides a personalized morning report with today's reminders, undone Notion tasks, and vault storage summary for daily planning.
Extract text from PDFs with OCR support. Perfect for digitizing documents, processing invoices, or analyzing content. Zero dependencies required.
Fetch scheduled economic events and data releases from the FMP API for specified dates, filtering by impact, country, and type, and output a chronological ma...