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414 prompts across 26 categories and 45 models
AI Agent Memory Design
Design a multi-layer memory system for a persistent AI agent — short-term context, long-term storage, and episodic recall.
Autonomous Task Decomposer
Break any high-level goal into a hierarchical task tree that an autonomous agent can execute step by step.
LLM Evaluation Framework
Design test cases, evaluation metrics, and scoring criteria to systematically measure an LLM-powered feature before shipping.
AI Agent Security Audit
Audit an AI agent system for prompt injection, data leakage, trust boundary violations, and other agentic security risks.
Build a Personal AI Research Assistant
Design an AI agent that autonomously searches, reads, and synthesizes information on [TOPIC] — delivering a structured briefing without manual effort.
Multi-Step Document Processing Workflow
Design an agentic pipeline that ingests [DOCUMENT_TYPE], extracts structured fields, validates the data, and routes it to [DESTINATION_SYSTEM].
Data Analysis Pipeline Agent
Build an AI agent that ingests [DATA_FORMAT] from [SOURCE], analyzes [METRIC_OR_KPI], and generates a plain-language summary report on schedule.
Internal FAQ Knowledge Bot
Build an AI agent that answers employee questions about [INTERNAL_TOPIC] by searching your knowledge base and citing the source document.
Code Deployment Validation Agent
Build an agent that monitors [CI_PIPELINE] deployments for [SERVICE_NAME], runs post-deploy health checks, and triggers a rollback if metrics degrade.
Pull Request Review Agent
Design an AI agent that reviews new pull requests in [REPO], checks for [REVIEW_CRITERIA], and posts structured feedback as inline comments automatically.
Orchestrate a Multi-Agent Research Pipeline
Design a coordinator agent that spawns specialized sub-agents for [RESEARCH_DOMAIN], aggregates findings, and produces a unified structured report.
Write Unit Tests with AI
Use AI to generate comprehensive unit tests for [FUNCTION_OR_MODULE] — covering happy paths, edge cases, and failure scenarios in [TEST_FRAMEWORK].
Refactor Legacy Code with AI
Modernize [LEGACY_MODULE] with AI — improve readability, reduce duplication, and apply current best practices without changing behavior.
Generate API Documentation with AI
Turn [API_ENDPOINTS] into clear, developer-friendly documentation including request/response examples, auth details, and error codes.
Debug Runtime Errors with AI
Share an error message and stack trace with AI to get a root cause analysis, likely fixes, and steps to prevent the bug from recurring.
Build a Full-Stack App with Bolt.new
Prompt Bolt.new to scaffold a complete [APP_TYPE] application with [FRONTEND_STACK] frontend and [BACKEND_STACK] backend in one session.
AI Code Review Session
Run a structured AI code review on [CODE_BLOCK] — surfacing bugs, security issues, style violations, and performance opportunities with actionable fixes.
Generate Database Schema from Requirements
Describe your application in plain language and have AI design a normalized database schema with tables, relationships, indexes, and migration SQL.