{"id":21743240,"url":"https://github.com/para-droid-ai/scratchpad","last_synced_at":"2025-07-18T23:30:40.221Z","repository":{"id":258241430,"uuid":"804935764","full_name":"para-droid-ai/scratchpad","owner":"para-droid-ai","description":"Scratchpad","archived":false,"fork":false,"pushed_at":"2025-07-18T11:37:24.000Z","size":58598,"stargazers_count":93,"open_issues_count":5,"forks_count":12,"subscribers_count":5,"default_branch":"main","last_synced_at":"2025-07-18T13:41:44.831Z","etag":null,"topics":["logic","model","reasoning","scratchpad"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/para-droid-ai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"license.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-05-23T14:57:46.000Z","updated_at":"2025-07-18T11:37:28.000Z","dependencies_parsed_at":"2025-07-18T11:42:38.883Z","dependency_job_id":null,"html_url":"https://github.com/para-droid-ai/scratchpad","commit_stats":null,"previous_names":["para-droid-ai/scratchpad"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/para-droid-ai/scratchpad","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/para-droid-ai%2Fscratchpad","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/para-droid-ai%2Fscratchpad/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/para-droid-ai%2Fscratchpad/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/para-droid-ai%2Fscratchpad/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/para-droid-ai","download_url":"https://codeload.github.com/para-droid-ai/scratchpad/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/para-droid-ai%2Fscratchpad/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265853179,"owners_count":23839124,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["logic","model","reasoning","scratchpad"],"created_at":"2024-11-26T07:03:18.327Z","updated_at":"2025-07-18T23:30:35.212Z","avatar_url":"https://github.com/para-droid-ai.png","language":null,"funding_links":[],"categories":["Others"],"sub_categories":[],"readme":"# Scratchpad\n\nScratchpad is a user-defined framework designed for a sophisticated AI assistant capable of deep reasoning and providing insightful responses to user inquiries. The framework works as a form of \"user/machine\" calibration, with a focus on user-context and user-intent. This README provides an overview, installation instructions, usage guidelines, and contribution information.\n\n## Table of Contents\n- [Overview](#overview)\n- [Features](#features)\n- [Showcase](#showcase)\n- [Installation](#installation)\n- [Usage](#usage)\n- [Contributing](#contributing)\n- [License](#license)\n\n## Overview\n\nScratchpad aims to facilitate advanced reasoning by systematically processing user inputs through various cognitive operations. It dissects the intent behind user queries and formulates logical pathways to reach accurate conclusions.\n\n## Features\n\n- **Focus on User Intent and Context**: Breaks down user intent and context to provide more relevant and accurate responses.\n- **Dynamic Contextual Adaptation**: Adapts to changes in user context dynamically, ensuring ongoing relevance in responses.\n- **Transparent Reasoning \"Blackbox\"**: Establishes a \"blackbox\" for the model's reasoning, enabling users to verify the model's logic and confirm its understanding of user context.\n- **Multi-Step Reasoning**: Identifies key elements, analyzes user perspectives, and applies cognitive operations like abstraction, comparison, and inference.\n- **Calibration of User Intent**: Aims to calibrate the model to align closely with the user's intent and context, enhancing the relevance and accuracy of responses.\n- **Advanced Logic**: Utilizes advanced reasoning to connect the dots and provide insightful responses.\n- **Error Detection and Correction**: Detects and corrects potential errors in reasoning, enhancing response reliability.\n- **User Feedback Integration**: Integrates user feedback into the reasoning process, improving performance over time.\n- **Interactive Learning**: Refines reasoning capabilities through continuous user interaction.\n- **Scalable Reasoning Processes**: Maintains performance and accuracy across complex queries and diverse topics.\n- **Clarity and Accuracy**: Strives for clear and accurate reasoning, demonstrating advanced artificial intelligence capabilities.\n\n## Showcase\n\n### Links\n\n- [Scratchpad Canvas Best Practices](https://www.perplexity.ai/page/chain-of-thought-reasoning-via-22CYSxmhTMSFr1gJIXM4dg)\n- [Deep Dive into the Scratchpad Framework](https://www.perplexity.ai/page/scratchpad-ai-reasoning-framew-790vL5qORlyvX7VSwMYmzg)\n- [Reddit Link with Demo GIFs](https://www.reddit.com/r/perplexity_ai/comments/1fm55ha/using_cot_canvas_via_the_complexity_browser/)\n- [Podcast Update!](https://open.spotify.com/episode/2CLWkrUKJ1sBf8Li8tigQ7?si=_Z2_MOcaQWmya2T9kw9oBg)\n\n### Demos\n\n- **Image Analysis:**\n  ![4 Images](showcase/4%20images.png)\n  *Caption: A breakdown of four sky images showcasing the analysis capabilities.*\n\n- **Scratchpad in Action:**\n  ![Scratchpad from main_new](showcase/scratchpad%20from%20main_new.gif)\n  *Caption: Demonstration of using CPLX with Scratchpad Canvas from, from the PPLX homepage.*\n\n- **Creating the Scratchpad Collection in PPLX:**\n  ![Create Scratchpad collection for PPLX](showcase/create%20scratchpad%20collection.gif)\n  *Caption: Step-by-step guide to creating a Scratchpad collection for PPLX.*\n\n- **Model Adaptation:**\n  ![Showcasing the model adapting to the framework](showcase/TLDR%20Task%20with%20Canvas.png)\n  *Caption: Demonstration of the model's adaptation to the Scratchpad framework.*\n\n## Installation\n\n- For AI Profile, copy/paste the prompt from: [AI Profile Prompt](https://github.com/para-droid-ai/scratchpad/blob/main/prompt_AI-Profile.md)\n- For PPLX Spaces, copy/paste the prompt from: [PPLX Space Prompt](https://github.com/para-droid-ai/scratchpad/blob/main/prompt_space.md)\n\n## Usage\n\nOnce Scratchpad is added to your AI Profile/PPLX Space (via Space Prompt or File), it will enhance your AI's reasoning capabilities. Here’s how it works:\n\n1. **Automatic Activation**:\n    - Scratchpad will be automatically triggered during interactions, enhancing the AI's ability to reason and provide insightful responses.\n\n2. **Behind the Scenes**:\n    - The framework will process user inputs through cognitive operations like abstraction, comparison, and inference without manual intervention.\n\n3. **Output Enhancement**:\n    - Responses will be structured and logical, aiming for clarity and accuracy in reasoning.\n\n4. **Cognitive Operations**:\n    - Automatically identifies key elements, restates questions, analyzes perspectives, and applies advanced reasoning processes to generate high-quality answers.\n\nBy integrating Scratchpad into your AI Profile/PPLX Space, the framework seamlessly improves the AI's performance, ensuring sophisticated and insightful responses.\n\n## Contributing\n\nWe welcome contributions to enhance Scratchpad. To contribute:\n\n1. **Fork the repository.**\n2. **Create a new branch:**\n    ```bash\n    git checkout -b feature-branch\n    ```\n3. **Make your changes and commit them:**\n    ```bash\n    git commit -m \"Description of changes\"\n    ```\n4. **Push to the branch:**\n    ```bash\n    git push origin feature-branch\n    ```\n5. **Open a pull request.**\n\nFor questions or further guidance, feel free to contact the maintainers.\n\n## License\n\nScratchpad is licensed under the MIT License. See the [LICENSE](https://github.com/para-droid-ai/scratchpad/blob/main/LICENSE) file for more details.\n\n---\n\nThis README.md provides a clear overview, installation steps, usage instructions, and contribution guidelines, making it easier for users to understand and utilize the Scratchpad framework.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpara-droid-ai%2Fscratchpad","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpara-droid-ai%2Fscratchpad","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpara-droid-ai%2Fscratchpad/lists"}