{"id":51539429,"url":"https://github.com/cgtechworks/concept_mapper","last_synced_at":"2026-07-09T12:01:09.148Z","repository":{"id":350026199,"uuid":"1204982574","full_name":"CGTechWorks/Concept_mapper","owner":"CGTechWorks","description":"Prototype concept exploration engine","archived":false,"fork":false,"pushed_at":"2026-04-08T14:34:51.000Z","size":94,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-04-08T16:26:33.352Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CGTechWorks.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-04-08T14:18:13.000Z","updated_at":"2026-04-08T14:36:54.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/CGTechWorks/Concept_mapper","commit_stats":null,"previous_names":["cgtechworks/concept_mapper"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/CGTechWorks/Concept_mapper","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CGTechWorks%2FConcept_mapper","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CGTechWorks%2FConcept_mapper/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CGTechWorks%2FConcept_mapper/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CGTechWorks%2FConcept_mapper/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CGTechWorks","download_url":"https://codeload.github.com/CGTechWorks/Concept_mapper/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CGTechWorks%2FConcept_mapper/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35298222,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-09T02:00:07.329Z","response_time":57,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":[],"created_at":"2026-07-09T12:01:08.011Z","updated_at":"2026-07-09T12:01:09.116Z","avatar_url":"https://github.com/CGTechWorks.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"Concept Mapper (Prototype)\n![Concept Mapper Demo](Demo1.png)\n\n## What\nThis is a local, AI-inspired (originally built using qwen2.5:7b model for prototype) exploration engine designed to break vague ideas into structured decision paths.\n\nThis system simulates a guided thinking process by:\n- Generating conceptual categories\n- Asking structured questions\n- Presenting multiple directions with the options to manually input an option, or reroll the options\n- Building decision paths over time\n\n\n## Why\nI built this because I wanted to take an abstract concept, and use AI as a tool to break down the concept to the core components, allowing someone to see the structure of their \"train of thought\". This helps the user think in a straight line, rather than thinking in circles. While most tools jump to straight answers, this focuses on structured exploration of a concept.\n\n\n## How\n- A vague concept is provided by the user: \"Bake a cake, build a robot, design a car, design a website\"\n- The system generates a \"decision block\" (category + question + options)\n- The user selects an option, manually injects their own, or rerolls the options (disabled in portfolio version).\n- The system updates the state, and continues exploration\n\n## Architecture components\n- Response parsing system (structured text becomes usable data)\n- Decision state tracking (Category stores selected value)\n- Iterative decision loop\n- Logging system for session tracking\n\n\n## How do I run it? What are the requirements?\n\u003e\u003epython main.py\n(If that doesn't work, try 'python3 main.py')\n\n- Python 3.x\n\nStandard library modules used:\n-os\n-datetime\n\nNo external dependencies should be required for this version.\n\n\n## Notes (Important)\n- This is a portfolio-safe version\n- Full backend prompt logic has been intentionally removed\n- Model calls have been replaced with a simulated response\n- Screenshots may show the current working version using a local AI model (qwen2.5:7b)\n\nThis repository focuses on:\n- System design\n- Flow control\n- Parsing structured outputs\n\nIt does not focus on model performance, or final output quality.\n\n\n## What can't it do right now?\n- This uses a static response instead of a live model\n- Reroll logic is partially disabled in this version\n- Output is simplified for demonstration\n\n\n## What's in store for this project?\n- This project is part of a larger system that is intended to evolve into:\nConcept \u003e structured understanding \u003e procedural execution\n\nThe execution layer is not included.\n\nAuthor:\nCGTechWorks\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcgtechworks%2Fconcept_mapper","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcgtechworks%2Fconcept_mapper","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcgtechworks%2Fconcept_mapper/lists"}