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GitHub Repo Analysis: Generic


Project Analysis: ChatGPT AutoExpert

Current State

ChatGPT AutoExpert is an actively developed project enhancing GPT-3.5-Turbo, and GPT-4 AI's. The aim is to improve not just the AI's answers, but the user's input for better interaction. Additional features in the latest v5 release aim to enhance user experience in both the non-coding "Standard Edition" and the more robust "Developer Edition".

The project is licensed under Attribution-NonCommercial-ShareAlike 4.0 International, and supports additional user engagement via a paid Substack subscription.

Active Issues

Currently, the project has four active issues:

  1. Non-functional AutoDev: A severe issue, requiring immediate attention.
  2. Interference of Custom Instructions with System Prompt Recovery: The conflict affects user-system interaction quality.
  3. Ctag support request: Need more clarity to assess the requirement's seriousness.
  4. Positive message to "Dustin": Does not relate to any software issue, perhaps a friendly acknowledgement.

Closed Issues

The closed issues indicate the project's continued maintenance, enhancement, and engagement with user feedback:

  1. Markdown files and README updates show improved documentation.
  2. New "coupon payment dates" feature, along with modifications to system prompts, show feature enhancements.
  3. Issues like "AutoDev: Verbosity changes on its own" indicate bug fixes.

Overall, the project shows signs of active development and maintenance, with good user feedback, but needs more clarity on active issues and further transparency in change documentation.

Detailed Reports

Report on open issues



As per the information given, we have four active issues in our software project:

  1. AutoDev not running: This issue is significant as AutoDev is not functioning as expected. There is a need to delve into the details of this problem, diagnose the cause why AutoDev has stopped working and apply necessary fixes. There is currently no additional detail provided to gauge the extent of this problem.

  2. Interference of Custom Instructions with System Prompt Recovery: This issue is causing a conflict between custom user instructions and system prompt recovery. This can negatively affect user interactions and system usability. The details of the specific custom instructions causing the issue or the aspects of the system prompt recovery they are interfering with, are not specified.

  3. 'Ctag' support: This is a request or issue related to the support of 'ctag'. Based on this brief description, we don't know if 'ctag' is a feature that is currently unsupported, or if there are existing problems with the current support. More details are necessary to fully understand what actions need to be taken.

  4. "Hey Dustin, you are the best": This seems out of place in this list of software issues, as it appears to be a positive message directed at a person named Dustin. It is possibly an inside joke or a form of a kudos statement rather than a software project issue. In case it is a coded issue or request, more details would be required to decipher its meaning.

The list doesn't offer previous versions for comparison so chances to evaluate progress or recurring problems are unattainable. The issues currently listed vary widely in terms of clarity and urgency, and it would be beneficial to follow up for more information on each issue.

Report on closed issues



Summary of Closed Issues

  1. Changed file System Prompts.md: Seems like the system prompt file is revised which might have included modifying the prompts or content in it.

  2. docs: fix typos in markdown files: Error corrections have been made in the project's markdown documentation. This indicates attention to details.

  3. Update README.md: The README file, usually containing the overview and set-up information, has been updated. The details of the changes aren't mentioned.

  4. Capture the coupon payment dates: It looks like a feature was added or updated to track coupon payment dates.

  5. Tables and Graphs: May have addressed issues related to displaying or processing tables and graphs; without more information, it's uncertain what changes were made or the specific issues addressed.

  6. AutoDev: Verbosity changes on its own: An issue related to the automated development tool's verbosity reportedly changing without user input was closed.

  7. Update vision.md: Changes have been made to the project vision articulated in the vision.md file.

  8. Add "take a deep breath" before "step-by-step" Within Prompts: Perhaps added an additional prompt or verbiage to help guide users through the interface.

  9. Add Android system prompt: An Android system prompt was added, probably allowing more user interaction or displaying additional alerts.

  10. Separates sys. messages for easier change tracking: Changes were made to simplify the tracing of system changes; this is an important improvement, as it would ease the debugging process.

  11. More prompt updates: More updates were made to system prompts to improve user interaction and experience.

  12. Cosmetic updates to ada prompt: Some minor visual or non-functional changes were made to the ada prompt.

  13. add Substack for funding/support: The integration of Substack might facilitate increased funding/support for the project.

  14. Fix spelling: Spelling corrections have been made, demonstrating attention to detail.

  15. Typo fix: Additional typographical errors have been corrected.

  16. Just an amazing example and a thank you!: This doesn't seem to correspond to a specific issue, but more of a positive feedback from a user or team member.

While most issues indicate overall project health and progress, there are no specific indications of any issues being closed without being resolved.

Report on README



Software Project README Summary

The ChatGPT AutoExpert software project, developed by Dustin Miller, enhances the capabilities of GPT-4 and GPT-3.5-Turbo conversational models. The aim is to boost the depth and nuance in the AI's responses while minimizing irrelevant disclaimers. The project is under the Attribution-NonCommercial-ShareAlike 4.0 International license.

The software is divided into two sections: the "Standard Edition" and the "Developer Edition".

The "Standard Edition" targets non-coding tasks. It includes several new features in v5, including automatic improvement of user's questions for clarity, the introduction of slash commands for streamlined interactions, and auto-selection of appropriate frameworks for responses. It also offers multi-turn responses (only in GPT-4), automatic identification of the best expert for particular questions, and explicit reasoning for each answer.

The "Developer Edition" requires a professional ChatGPT subscription for access to GPT-4 and Advanced Data Analysis. It supports verbosity selection, Python wheel installation, and is powered by the Jupyter kernel. It also offers several commands that simplify interactions such as conversation history download, automatic memory de-hydration, and code back up. Notably, it can handle complex requirements and break them down over multiple turns.

The software project is in active development, with v5 versions of both editions recently released, but there are no TODOs, anomalies, or significant problems reported in the README document. The project encourages user support through a paid Substack subscription.