paper-driven-plan-prompt

name	paper-driven-plan-prompt
description	Create self-contained plan prompts that index papers and code repos without implementing anything
triggers	["plan prompt","论文索引","不要实现代码","只要plan","docs/plans/dna-sequence"]

Paper-Driven Plan Prompt

Purpose

Create self-contained "plan prompt" documents that index papers and code repos without implementing anything. These prompts are designed for other agents to execute.

When to Use

• User asks for a "plan" about integrating external research into ict-engine
• User says "不要实现代码，只要plan prompt"
• User references docs/plans/dna-sequence-inspired-pda-clustering-plan.md as format template

Format Template

# [Topic] Plan

> [One-line summary with paper sources]

## 核心洞察
| 痛点 | 解法 | 映射 |
|------|------|------|

## 核心类比
| 概念 | 现状 | 目标 |

## [N]篇论文可吸收机制
### 1. [Paper/Repo Name] → [Mechanism]
**核心机制**: bullet points
**对 ict-engine 的价值**: bullet points
**可落点**: specific file paths
**代码索引**: repo URL + key files + line counts

## 公式索引
[actual formulas, not just names]

## 实施路径
### Phase 0: PoC (Python)
### Phase 1: Rust 实现
### Phase 2: 集成

## 约束
[numbered list of hard constraints]

## 对接映射
| 新模块 | 对接点 | 角色 |

## 成功标准
[phase-by-phase criteria]

## 参考文献
[numbered, with full URLs - arxiv/doi/github]

Critical Rules

1. NO CODE IMPLEMENTATION — only reference paths to existing repos/files
2. Paper links must be full URLs — arxiv.org, doi.org, github.com
3. Repo references need key file paths + line counts — e.g. hybrid_regime_infer.py (1005行)
4. Formulas must be included — not just paper names, actual math
5. Integration steps are conceptual — not Rust code blocks

User Correction Pattern

If user says "你不应该代码实现任何东西" — you went too far. Clean up any created files and stick to indexing only.

Output Location

docs/plans/[topic]-plan.md — not docs/ root level.