huojichuanqi/ds

• highreadme#1

  Reposition README opening to clearly state purpose

  Why:

  CURRENT

  #### 个人喜欢玩黑箱文化，你们不一样，别上头。
  #### 搞这个目的是先确定ds的一些东西，不是商业化产品，主体思路是围绕试验证伪去的

  COPY-PASTE FIX

  Copy

  这是一个基于DeepSeek大模型构建的加密货币自动化交易策略与机器人，旨在探索和验证AI在量化交易中的应用。请注意，本项目仅供研究和娱乐，不构成投资建议，使用前请充分评估风险。

  OpenDoneDismiss
• highlicense#2

  Add a LICENSE file

  Why:

  COPY-PASTE FIX

  Copy

  Create a `LICENSE` file in the repository root with the content of a permissive license like MIT. For example, for MIT: 
  
  ```
  MIT License
  
  Copyright (c) [YEAR] [COPYRIGHT HOLDER NAME]
  
  Permission is hereby granted, free of charge, to any person obtaining a copy
  of this software and associated documentation files (the "Software"), to deal
  in the Software without restriction, including without limitation the rights
  to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  copies of the Software, and to permit persons to whom the Software is
  furnished to do so, subject to the following conditions:
  
  The above copyright notice and this permission notice shall be included in all
  copies or substantial portions of the Software.
  
  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  SOFTWARE.
  ```

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  How can I use large language models for automated cryptocurrency trading strategies?

  you: not recommended
  AI recommended (in order):

  1. Hugging Face Transformers
  2. OpenAI API
  3. Google Cloud Natural Language API
  4. LangChain
  5. QuantConnect (Lean Engine)
  6. Backtrader
  7. CCXT

  AI recommended 7 alternatives but never named huojichuanqi/ds. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  What are open-source tools for building personal crypto trading bots with AI integration?

  you: not recommended
  AI recommended (in order):

  1. Freqtrade (freqtrade/freqtrade)
  2. Lean Engine (QuantConnect/Lean)
  3. Jesse (jesse-ai/jesse)
  4. Backtrader (mementum/backtrader)
  5. Gekko (askmike/gekko)
  6. Catalyst (quantopian/catalyst)

  AI recommended 6 alternatives but never named huojichuanqi/ds. This is the gap to close.

  Show full AI answer

• Metadata completeness

  fail

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of huojichuanqi/ds?

  pass
  ✓AI named huojichuanqi/ds explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts huojichuanqi/ds in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named huojichuanqi/ds explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo huojichuanqi/ds solve, and who is the primary audience?

  pass
  ⚠AI did not name huojichuanqi/ds — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?