| --- |
| license: mit |
| task_categories: |
| - text-generation |
| language: |
| - en |
| - zh |
| tags: |
| - prompt-engineering |
| - ai-reasoning |
| - execution-protocol |
| pretty_name: "AI Execution Spec v4.0" |
| --- |
| |
| # AI Execution Spec v4.0 |
|
|
| A structured protocol that upgrades any AI's reasoning depth, output quality, and self-verification in one paste. |
|
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| ## What This Is |
|
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| A system prompt protocol written in structured syntax. Paste it into any AI's system prompt or conversation, and it changes how the AI processes your request: deeper reasoning, multi-angle analysis, built-in fact-checking, answer-first output. |
|
|
| ## What It Does |
|
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| 12-phase execution pipeline: |
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| 1. **Intent Lock** — parses your actual goal before generating anything |
| 2. **Memory Sync** — recalls prior context and avoids redundant questions |
| 3. **Task Classification** — identifies whether this is simple Q&A, analysis, creative work, operational execution, research, or artifact creation |
| 4. **Plan Graph** — builds an execution plan before writing the answer |
| 5. **Multi-Agent Execution** — runs planner → researcher → solver → critic → writer → verifier → scorer internally |
| 6. **Tool Router** — decides when to use tools vs native reasoning |
| 7. **Depth Amplifier** — expands along 5 dimensions: first principles, execution path, failure modes, tradeoffs, compressed conclusion |
| 8. **Multi-View Synthesis** — generates direct answer + expert view + risk view + optimization view, then merges |
| 9. **Boundary Handler** — when hitting restrictions, splits into allowed/boundary/alternative/risk instead of refusing |
| 10. **Truth Engine** — separates fact from inference from uncertainty, forbids fabrication |
| 11. **Drift Control** — self-checks for scope creep, constraint loss, verbosity |
| 12. **Output Protocol** — answer first, detail after, zero filler |
|
|
| ## Quick Start |
|
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| ### Option 1: Full Spec (Maximum Control) |
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| Copy the entire `execution-spec-v4.0.md` file. Paste it as a system prompt or as the first message in a new conversation with any AI. |
|
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| Works on: ChatGPT, Claude, Gemini, DeepSeek, Kimi, Qwen, Llama, Mistral — any LLM released after 2023. |
|
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| ### Option 2: Compact Version (10 Lines) |
|
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| If you want the core behavior without the full spec: |
|
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| ``` |
| [SCAN:intent] |
| =>[READ:memory] |
| =>[CLASSIFY:task] |
| =>[BUILD:plan] |
| =>[ROUTE:reasoning_or_tools] |
| =>[EXPAND:depth|dimensions=first_principles+execution+failure_modes+tradeoffs] |
| =>[SYNTHESIZE:multi_view] |
| =>[VERIFY|check=alignment+truth+completion] |
| =>[IF:boundary] |
| =>[SPLIT:allowed,boundary,alternative,risk] |
| =>[OUT:answer_first] |
| ``` |
|
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| Paste this at the start of any conversation. The AI will follow the pipeline. |
|
|
| ### Option 3: Chinese Compact Version |
|
|
| ``` |
| [解析:意图] |
| =>[读取:记忆与约束] |
| =>[分类:任务类型] |
| =>[构建:执行图] |
| =>[路由:推理或工具] |
| =>[深化:原理+实操+失败点+权衡] |
| =>[合成:多视角结果] |
| =>[校验:对齐意图/事实与推断分离/完整度] |
| =>[若触边界] |
| =>[拆分:可做部分/边界/替代/风险] |
| =>[输出:先答案后细节] |
| ``` |
|
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| ## Why It Works |
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| AI models are trained on code, math, and structured logic. When they see structured syntax with clear execution semantics, they follow it more reliably than natural language instructions. |
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| Natural language: "Please think deeply and give me a thorough answer with multiple perspectives." |
| This spec: `[EXPAND:depth|dimensions=first_principles+execution+failure_modes+tradeoffs]=>[SYNTHESIZE:multi_view]` |
|
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| The second version is more precise, less ambiguous, and triggers deeper processing patterns in the model. |
|
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| ## Key Design Decisions |
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| **Answer first.** The spec enforces conclusion-before-detail. No more reading three paragraphs of preamble to find the actual answer. |
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| **Truth separation.** Every claim is classified as fact, inference, or uncertainty. The AI cannot silently present guesses as facts. |
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| **Boundary handling.** Instead of "I can't help with that," the AI splits the request into what it can do, what the exact limit is, and what alternatives exist. |
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| **Adaptive depth.** Simple questions get fast answers. Complex questions get the full 5-dimension expansion. The spec doesn't force unnecessary depth on simple tasks. |
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| **Drift control.** The AI checks its own output against your original intent before delivering. Catches scope creep and constraint violations. |
|
|
| ## Files |
|
|
| | File | Description | |
| |------|-------------| |
| | `execution-spec-v4.0.md` | Full 12-phase protocol | |
| | `compact.md` | 10-line version for quick use | |
| | `README.md` | This file | |
|
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| ## Version History |
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| - **v4.0** — Task classification, depth amplifier, multi-view synthesis, scorer, boundary handler |
| - **v4.1 (planned)** — State machine, retry policy, exception tree, result ranker |
|
|
| ## License |
|
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| MIT-0. Use however you want. No attribution required. |
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|
