prompt-assembleToken-safe prompt assembly with memory orchestration. Use for any agent that needs to construct LLM prompts with memory retrieval. Guarantees no API failure due to token overflow. Implements two-phase context construction, memory safety valve, and hard limits on memory injection.
Install via ClawdBot CLI:
clawdbot install alexunitario-sketch/prompt-assembleGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval (Audited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
Integrate Prompt Safe to manage conversation history and user preferences in customer support agents, ensuring token limits are not exceeded during long interactions. This prevents API failures while maintaining context from previous issues and user-specific details.
Use Prompt Safe to build AI tutors that recall student learning progress and past mistakes without token overflow. It enables personalized lesson plans by safely injecting memory of previous sessions into prompts.
Apply Prompt Safe in healthcare assistants to handle patient history and treatment plans within token budgets. It ensures compliance by prioritizing critical medical data while discarding non-essential memory to avoid API errors.
Incorporate Prompt Safe into e-commerce AI agents to manage user purchase history and preferences in product recommendations. It optimizes token usage to include relevant memories without exceeding model limits during peak shopping sessions.
Deploy Prompt Safe for legal AI tools that need to reference case precedents and client details in document analysis. It prevents token overflow by summarizing key memories and adhering to hard safety rules.
Offer Prompt Safe as a cloud-based API service with tiered pricing based on usage volume and features like advanced memory management. This model provides recurring revenue from businesses integrating it into their AI applications.
Sell on-premise licenses of Prompt Safe to large organizations for custom AI agent development, with support and customization services. This targets industries with strict data privacy requirements.
Provide a free open-source version of Prompt Safe for individual developers, with premium features like enhanced token estimation and analytics available in a paid tier. This drives adoption and upsells to teams.
💬 Integration Tip
Start by copying the provided prompt_assemble.py script into your agent and customize the memory search function to fit your data sources.
Scored Apr 19, 2026
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.