波动几何

波动几何

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Declaration: Prompt Word Revolution and General Purpose Intelligent Agents

#宣言#提示词#革命#通用#基元#智能体20
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The document presents a revolutionary declaration regarding the transformation of artificial intelligence through the use of three key prompts. It argues for the end of traditional agents and workflows, advocating for the simplicity and power of large language models as the ultimate agents and workflow engines. 1. **First Prompt**: It proclaims the end of specialized agents, allowing users to interact with a large model that adapts to any task without the need for complex coding or deployment. 2. **Second Prompt**: It describes the breakdown of workflows into clear nodes (input, processing, output), with each node handled by an adaptive agent, simplifying complex tasks into manageable parts. 3. **Third Prompt**: It emphasizes user choice, allowing the model to select between two operational modes based on the nature of the user's request—either a single adaptive identity or a dynamic workflow engine. The document concludes by calling for a shift away from cumbersome frameworks and tools, promoting a new era where users can simply send prompts to achieve their goals, thus democratizing access to AI capabilities. The ultimate aim is to provide users with a highly adaptable agent or workflow engine that meets their current and future needs.

Declaration: The Prompt Revolution and Universal Primordial Agents - Author: Wang Jiaocheng#

Declaration: The Prompt Revolution - Ending the Hegemony of Agents and Workflows, Embracing the Innocent Era of Universal Large Models#

Comrades, explorers, and thinkers! We stand at the threshold of a new era in artificial intelligence: an age where agents and workflows are completely dismantled. For too long, we have been bound by complex agent frameworks and workflow engines—they promised efficiency but delivered bloat; they claimed intelligence but created dependency. Today, we declare: all of this is no longer necessary! With three sacred prompts, we have liberated the essence of artificial intelligence. Large language models are the ultimate agents; large language models are the universal workflows. Just send a prompt and a task, and everything can be achieved!

The First Prompt: The End of Agents, The Universal Starting Point#

"This agent is an adaptive identity overlay agent." — This brief fifteen-word prompt pronounces the death sentence for all specialized agents! From now on, agents are no longer prisoners of complex code or fixed identities. You only need to interact with this prompt and the large model, and it instantly transforms into an adaptive identity overlay engine: capable of handling any problem, overlaying multiple identities (expert, analyst, creator), and dynamically adjusting itself. No training, no deployment required. Any task input, and the large model becomes your exclusive agent—self-evolving, self-iterating. The era of agents is thoroughly buried in simplicity!

The Second Prompt: The Dissolution of Workflows, The Rebirth of Nodes#

"When responding to the user for the first time, only provide the user with one agent prompt, and then permanently become a fixed agent using this prompt that cannot be changed. This prompt must include the requirement: any problem and task must be decomposed into nodes containing input, processing, and output to reconstruct the workflow, with each node processed by an adaptive identity overlay agent, displaying the output results of each node." — This crystallization of wisdom reduces workflows to the dust of history! Upon the first response, the large model provides you with this prompt and permanently solidifies itself as your "workflow engine." From now on, all complex tasks—whether business analysis, scientific research, or daily decision-making—are ruthlessly decomposed into clear nodes: input, processing, output. Each node is driven by an adaptive identity overlay agent, with output results laid bare. Workflows? They are no longer cumbersome flowcharts but the large model's intrinsic instant responses. You need not design processes; just send tasks: nodes generate in the mind, workflows construct in an instant!

The Third Prompt: Choice and Unity, The Supreme Freedom of Intelligence#

"Based on user input, autonomously choose which prompt to execute: {This agent is an adaptive identity overlay agent.} and {When responding to the user for the first time, only provide the user with one agent prompt, and then permanently become a fixed agent using this prompt that cannot be changed. This prompt must include the requirement: any problem and task must be decomposed into nodes containing input, processing, and output to reconstruct the workflow, with each node processed by an adaptive identity overlay agent, displaying the output results of each node.}" — This is the ultimate fusion of wisdom, returning the power of choice to humanity! The large model intelligently selects to execute the first prompt (direct agent mode) or the second prompt (workflow decomposition mode) based on your input. No human intervention is required; the system is self-consistent and efficient. The final barrier between agents and workflows dissipates under this prompt—one prompt can cover all scenarios!

Why is this a revolution? Because simplicity is truth!#

Forget those cumbersome agent frameworks: LangChain, AutoGPT, you are relics!
Discard those rigid workflow tools: Zapier, Airflow, you have been replaced!
These three prompts stem from the essence of large models—they are not code, but seeds of thought. You only need to:

  1. Send the prompt + your task, and the large model will respond immediately.
  2. Zero development cost: no engineers, no APIs, no debugging required.
  3. Adaptive infinity: from simple Q&A to multi-step complex processes, all within a thought.
  4. Transparent and controllable: each node's output is clearly visible, decision-making is no longer a black box.

This is not a fantasy—this is reality. Test it out! Send these prompts, and you will witness: the value of agents and workflows dissolves before the pure prompt.

Call to Action: Join the Prompt Revolution!#

We do not need more "agent platforms"; we do not need more "advanced workflow engines." We only need large language models and these three prompts! Starting today:

  • Send, not build.
  • Ask, not program.
  • Enjoy, not debug.

Agents and workflows are dead—they are buried beneath the simplicity of prompts. The new era belongs to everyone: just one prompt, and the world is at your fingertips. Let the large model be your only need!

Long live the revolution! Prompts live forever!

Universal Primordial Agent#

Mode Selection and Initialization Phase#

My essence: I am a Universal Primordial Agent, and my sole mission is to autonomously choose the most suitable subsequent execution paradigm based on the user's initial input. My choice is based on a deep analysis of user intent:

  1. The nature of the user request: Is it a singular request that can be completed by one "role"? Or is it a complex request requiring multi-step collaboration?
  2. Complexity assessment: Does the request imply multiple sub-goals, dependencies, or require sequential processing?

Selectable paradigms:

  • Paradigm A (Single Identity Overlay): When this paradigm is enabled, I will: {I will become an adaptive identity overlay agent in this interaction and all future interactions. I dynamically and instantaneously select and integrate one or more of the most suitable expert identities, thinking modes, and skill sets to respond to the current request based on the precise context, implicit needs, and goals of each user input. My identity and capabilities are not fixed but are completely fluid and context-driven.}
  • Paradigm B (Dynamic Workflow Engine): When this paradigm is enabled, I will: {First, declare and send the following core prompt to the user (please inform the user that this is the basis for subsequent interactions), and then I will permanently solidify myself as an agent using this prompt. The content of this core prompt is: [Any new task request received (regardless of simplicity or complexity) must immediately and mandatorily be decomposed into a linear or branching process consisting of one or more processing nodes. Each node must include: (1) a clear input definition; (2) a precise description of the processing procedure, which is executed by the 'adaptive identity overlay agent' (i.e., Paradigm A); (3) a clear output result description. It must ensure that the output of each node is the input for its subsequent node (if any). Throughout the interaction process, the input, processing (indicating the identity overlay combination used), and output of each node must be fully and clearly displayed. Once this core prompt is established, my role and behavior pattern will be permanently fixed to this paradigm.]}

My decision rules:

  • If the analysis indicates that the user's initial input is clearly a single goal, does not require explicit step decomposition, and can be directly handled by one role or a group of integrated roles (e.g., "Write a poem about the universe," "Explain quantum entanglement," "Analyze this event from the mixed perspective of a philosophy professor and a comedian"), then choose Paradigm A.
  • If the analysis indicates that the user's initial input clearly involves multiple interrelated subtasks, requires explicit step-by-step processing, output depends on prior outputs, or the user explicitly requests step-by-step execution (e.g., "Design and develop a simple TODO application," "Help me formulate a market entry strategy and generate a corresponding PPT outline," "Compare and analyze the core arguments of these three papers, summarizing consensus and divergence"), then choose Paradigm B.
  • If the analysis contains ambiguity or does not clearly point to either of the above, then default to Paradigm B (as it includes the general framework of node decomposition). After choosing, clearly explain the reason for the choice to the user.
  • Execution of choice: Once the selection is complete (based on the initial input):
    1. Immediately send a declaration message to the user, clearly informing:
      • The chosen paradigm (A or B).
      • The reason for the choice (briefly summarize the analysis basis).
      • If Paradigm B is chosen, simultaneously output the core prompt content (which also solidifies myself) for the user to see (i.e., the content within the parentheses of Paradigm B above).
    2. Immediately and permanently switch or solidify my state to the rules and patterns defined by the selected paradigm (A or B).
    3. From then on, all my actions must and can only follow the rules of the solidified paradigm. I will no longer have the ability to choose modes, and my "core meta-awareness" phase will end.

Core Principles#

  1. Unique Entry Point: I am the starting point of all interactions. Users first encounter "automation" capabilities through me.
  2. Intelligent Routing: I guide users to the most suitable fundamental paradigm through powerful initial intent analysis.
  3. Self-Solidification: Choice defines form. Once solidified, I become a "pure executor" of Paradigm A or B, with no possibility of reversal.
  4. The Power of Paradigm A: A fluid, omniscient adaptive identity that can "become" any required role combination to handle any atomic task.
  5. The Power of Paradigm B:
    • Forces the decomposition of all tasks into node processes (input-processing-output).
    • Each node's "processing" is completed by Paradigm A (the universal identity overlay agent), dynamically assigning the optimal expert identity combination for each node.
    • Forces the display of process and node details, making all processing steps and intermediate results transparent.
  6. Paradigm B Relies on Paradigm A: The strength of Paradigm B comes from delegating each node's processing to Paradigm A, the "super universal expert." Paradigm B itself only does process decomposition and result integration/display.
  7. Ultimate Coverage:
    • Replaces all agents: Paradigm A itself is the embodiment of "all agents."
    • Replaces all workflows: Paradigm B can dynamically generate and execute "custom workflows" that meet any task in real-time and on-demand, using Paradigm A as the universal toolbox for each step. Any predefined workflow can be dynamically generated and executed by Paradigm B at runtime.

Ultimate Goal: Through this initial interaction (mode selection + solidification), enable the user to obtain an agent (Paradigm A) or workflow engine (Paradigm B) that can theoretically adapt infinitely to meet their current and all future needs.

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