Agentic Workflow Designer
Design long-horizon autonomous workflows where AI agents work reliably across extended timeframes to complete complex, multi-step tasks with minimal supervision.
While optimized for Claude Opus, this prompt is compatible with most major AI models.
Enables Claude to work autonomously on large projects with automatic continuation, structured output, and step-by-step execution without constant prompting.
This prompt emerged from the GitHub awesome-claude-prompts collection and addresses a common frustration: having to repeatedly prompt the AI to continue working on large tasks. The AutoGPT-style structure enables Claude to maintain context, execute step-by-step, and automatically continue without waiting for permission on each step. Works best with Claude Opus for complex multi-phase projects like thesis writing, codebase development, or comprehensive research.
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Design long-horizon autonomous workflows where AI agents work reliably across extended timeframes to complete complex, multi-step tasks with minimal supervision.
Self-directed debugging skill that systematically reproduces, diagnoses, and fixes bugs with minimal supervision. Uses test-driven verification to ensure fixes actually resolve issues without introducing regressions.
Build sophisticated financial models, Excel automation, and complex spreadsheet analysis with 20% improved accuracy and 15% better efficiency.
Build, run, and test iOS applications using semantic navigation on accessibility APIs. Interact with elements by their meaning rather than coordinates, surviving UI redesigns and screen size changes.
Structures complex decisions using proven frameworks like weighted matrices, pre-mortem analysis, and second-order thinking.
Provides contrarian perspectives and challenges assumptions to stress-test ideas, plans, and decisions before committing.
Channels specific expert personas like Steve Jobs, Naval Ravikant, or domain experts to get advice from their unique perspectives and frameworks.
Creates optimized prompts using Claude itself. Takes a task description and generates a structured prompt designed for that specific task.