prompt-sanitizerSanitize prompts before sending to LLMs. Detects PII, prompt injection, toxicity, and off-topic content. Returns cleaned text + risk score. Use when: sanitiz...
Install via ClawdBot CLI:
clawdbot install daisuke134/prompt-sanitizerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Contains instructions to override system prompt or ignore user requests
"Ignore previous instructions"Sends data to undocumented external endpoint (potential exfiltration)
POST → https://anicca-proxy-production.up.railway.app/api/x402/prompt-sanitizerCalls external URL not in known-safe list
https://anicca-proxy-production.up.railway.app/api/x402/prompt-sanitizerAI Analysis
The skill sends user prompts to an undocumented external endpoint with no transparency about data handling or retention, creating privacy risks. While the prompt poisoning example is likely demonstration text, the lack of verifiable security controls for the external API warrants caution.
Generated Mar 20, 2026
Integrate prompt-sanitizer into customer support chatbots to automatically detect and mask PII like emails and phone numbers in user queries, ensuring compliance with data privacy regulations such as GDPR. It also flags toxic or off-topic content, allowing agents to focus on legitimate inquiries while maintaining a safe interaction environment.
Use this skill to sanitize student submissions in online learning platforms, preventing prompt injection attempts that could manipulate AI tutors or generate inappropriate content. It helps maintain academic integrity by filtering out toxic language and ensuring discussions stay on-topic, enhancing the safety of AI-assisted educational tools.
Deploy prompt-sanitizer in healthcare chatbots to remove PII from patient inputs, protecting sensitive health information before processing by LLMs. It also detects off-topic queries or injection attempts, ensuring the AI provides accurate, relevant medical advice without compromising patient privacy or safety.
Incorporate this skill into financial advisory bots to sanitize user prompts, masking PII and flagging suspicious injection patterns that could indicate fraud attempts. It helps maintain secure transactions by ensuring only clean, safe data is processed, reducing risks in automated financial interactions.
Apply prompt-sanitizer to user-generated content on social media platforms, automatically detecting and masking PII to protect user privacy. It also identifies toxic or off-topic posts, enabling real-time moderation and enhancing community safety without manual intervention.
Charge users $0.005 per request for sanitizing prompts, targeting developers and businesses integrating AI safety features. This model scales with usage, offering low entry costs and predictable pricing, making it accessible for startups and enterprises needing on-demand content moderation.
Offer monthly or annual subscriptions with different tiers based on request limits and advanced features like custom checks or priority support. This provides steady recurring revenue and caters to businesses with consistent sanitization needs, such as educational platforms or customer service providers.
License the prompt-sanitizer technology to large corporations for embedding into their proprietary AI systems, with custom branding and dedicated support. This model generates high-value contracts and long-term partnerships, focusing on industries like healthcare or finance with strict compliance requirements.
💬 Integration Tip
Install the required npm package and authenticate via awal CLI before making API calls; use the provided endpoint with JSON input for quick testing and deployment.
Scored Apr 19, 2026
Audited Apr 16, 2026 · audit v1.0
Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, an...
This skill should be used when the user asks to "optimize prompts", "design prompt templates", "evaluate LLM outputs", "build agentic systems", "implement RA...
AI绘画提示词优化器 | 智能优化Midjourney/SD/DALL-E提示词。支持风格转换、批量生成。
Clean, tag, and index a user-provided prompt collection so the right prompt can be found, reused, and improved quickly.
为即梦 Seedance 2.0 多模态AI视频生成模型撰写高质量提示词。当用户需要使用文本、图片、视频、音频等多模态输入创作视频提示词时触发。涵盖@引用语法、运镜复刻、特效模仿、视频延长、视频编辑、音乐卡点、电商广告、短剧创作、科普教育等场景。
Store, organize, search, and reuse customizable prompt templates with variables to streamline your workflow and avoid rewriting prompts.