{"id":50585729,"url":"https://github.com/sidmohan0/gdm-hackathon","last_synced_at":"2026-06-05T06:02:40.953Z","repository":{"id":359878015,"uuid":"1247714268","full_name":"sidmohan0/gdm-hackathon","owner":"sidmohan0","description":null,"archived":false,"fork":false,"pushed_at":"2026-05-23T23:15:22.000Z","size":7701,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-23T23:22:16.955Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","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/sidmohan0.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":"AGENTS.md","dco":null,"cla":null}},"created_at":"2026-05-23T17:21:15.000Z","updated_at":"2026-05-23T23:15:26.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/sidmohan0/gdm-hackathon","commit_stats":null,"previous_names":["sidmohan0/gdm-hackathon"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/sidmohan0/gdm-hackathon","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sidmohan0%2Fgdm-hackathon","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sidmohan0%2Fgdm-hackathon/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sidmohan0%2Fgdm-hackathon/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sidmohan0%2Fgdm-hackathon/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sidmohan0","download_url":"https://codeload.github.com/sidmohan0/gdm-hackathon/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sidmohan0%2Fgdm-hackathon/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33932046,"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":"2026-06-05T02:00:06.157Z","response_time":120,"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":"2026-06-05T06:02:40.153Z","updated_at":"2026-06-05T06:02:40.945Z","avatar_url":"https://github.com/sidmohan0.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GDM Hackathon\n\nGDM is a map-first golf course GIS operations demo for superintendent and irrigation teams. It shows how a private course map, field photo, asset context, weather, and live Gemini workflows can turn a field observation into prioritized maintenance work.\n\nThe current demo is centered on Presidio Golf Course in San Francisco with synthetic but realistic GIS asset records. It is designed as a local, product-grade hackathon vertical slice rather than a production system.\n\n## What It Does\n\n- Renders a Mapbox satellite workspace with private irrigation assets and issue layers.\n- Lets an operator select an irrigation asset, attach the demo image or upload a field photo, and add a superintendent note.\n- Calls Gemini for structured photo triage and validates the result before changing local demo state.\n- Creates generated issue and work order objects from successful analysis.\n- Calls Gemini to prioritize open work using current issues, generated work orders, Open-Meteo weather, and BMP-style maintenance criteria.\n- Generates a read-only Morning Superintendent Brief through the hosted Gemini managed-agent path.\n- Keeps readiness, weather, AI trace, failure, and validation states visible for live demos.\n\n## Stack\n\n- Next.js App Router\n- React and TypeScript\n- Mapbox GL JS\n- Gemini API and Gemini managed agents\n- Open-Meteo weather context\n- Zustand local demo state\n- Vitest and ESLint\n\n## Local Setup\n\nInstall dependencies:\n\n```bash\nnpm install\n```\n\nCreate a local `.env` file:\n\n```bash\nNEXT_PUBLIC_MAPBOX_TOKEN=your_mapbox_token\nGEMINI_API_KEY=your_gemini_api_key\n```\n\nOptional:\n\n```bash\nGEMINI_HEALTH_MODEL=gemini-2.5-flash-lite\n```\n\nRun the development server:\n\n```bash\nnpm run dev\n```\n\nOpen [http://localhost:3000](http://localhost:3000).\n\n## Demo Flow\n\n1. Select an asset on the map or in the Assets inspector.\n2. Use `upload photo` to attach the included demo image, or choose your own image.\n3. Run `analyze` to create a validated issue and draft work order from Gemini triage.\n4. Run `prioritize` to rank current open work and highlight the top map issue.\n5. Run `generate brief` to produce the Morning Superintendent Brief with the managed-agent flow.\n\nThe demo is intentionally honest about AI failures: if a Gemini response cannot be parsed or validated, the UI shows the failure and preserves the rest of the workspace.\n\n## Scripts\n\n```bash\nnpm run dev\nnpm test\nnpm run lint\nnpm run build\n```\n\n## Notes\n\n- The Presidio GIS data in this repository is synthetic demo data.\n- The app stores local demo state in browser storage and can be reset from the command bar.\n- Vercel deployment is not required for the hackathon submission path.\n\n## License\n\nMIT\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsidmohan0%2Fgdm-hackathon","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsidmohan0%2Fgdm-hackathon","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsidmohan0%2Fgdm-hackathon/lists"}