[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"project-76333":3},{"id":4,"name":5,"fullName":6,"owner":7,"repo":5,"description":8,"homepage":9,"htmlUrl":9,"language":10,"languages":9,"totalLinesOfCode":9,"stars":11,"forks":12,"watchers":13,"openIssues":14,"contributorsCount":15,"subscribersCount":15,"size":15,"stars1d":16,"stars7d":17,"stars30d":18,"stars90d":15,"forks30d":15,"starsTrendScore":19,"compositeScore":20,"rankGlobal":9,"rankLanguage":9,"license":21,"archived":22,"fork":22,"defaultBranch":23,"hasWiki":24,"hasPages":22,"topics":25,"createdAt":9,"pushedAt":9,"updatedAt":26,"readmeContent":27,"aiSummary":28,"trendingCount":15,"starSnapshotCount":15,"syncStatus":29,"lastSyncTime":30,"discoverSource":31},76333,"AI-Engineering-Coach","microsoft\u002FAI-Engineering-Coach","microsoft","better agentic engineering",null,"TypeScript",1960,267,11,24,0,39,71,1880,117,20.28,"MIT License",false,"main",true,[],"2026-06-12 02:03:41","\u003Ch1 align=\"center\">AI Engineer Coach\u003C\u002Fh1>\n\n\u003Cp align=\"center\">\n\u003Cstrong>better agentic engineering.\u003C\u002Fstrong>\u003Cbr>\nAnalyze your AI coding assistant usage — any harness, one dashboard.\n\u003C\u002Fp>\n\n\u003Cp align=\"center\">\n\u003Ca href=\"LICENSE\">\u003Cimg alt=\"License: MIT\" src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Flicense-MIT-blue.svg\">\u003C\u002Fa>\n\u003Cimg alt=\"VS Code 1.115+\" src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FVS%20Code-1.115%2B-007ACC\">\n\u003C\u002Fp>\n\n\u003Cbr>\n\n\u003Cp align=\"center\">\n  \nhttps:\u002F\u002Fgithub.com\u002Fuser-attachments\u002Fassets\u002F9f0239bf-20e0-459f-b137-17cce0edd1b2\n\n\u003C\u002Fp>\n\n---\n\n## What it does\n\nAI Engineer Coach reads your local AI session logs and turns them into actionable insights — no data leaves your machine.\n\n- **Track progress** -- practice scores, weekly trends, daily activity charts\n- **Detect anti-patterns** -- 45 rules across prompt quality, session hygiene, code review, tool mastery, and context management\n- **Measure output** -- AI-generated code volume by language, workspace, model, and harness\n- **Discover skills** -- find repeated prompts and turn them into reusable skills\n- **Score context health** — agentic readiness checks, instruction-file audits, workspace context maps\n\n\u003Cdetails>\n\u003Csummary>\u003Cstrong>Screenshots\u003C\u002Fstrong>\u003C\u002Fsummary>\n\u003Cbr>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-timeline.png\" alt=\"Timeline\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-output.png\" alt=\"Code Output\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-consumption.png\" alt=\"Premium Request Consumption\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-patterns-projects.png\" alt=\"Activity Patterns - Projects\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-patterns-workhours.png\" alt=\"Activity Patterns - Work Hours\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-antipatterns.png\" alt=\"Anti-Patterns\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-skill-finder.png\" alt=\"Skill Finder\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-context-quality.png\" alt=\"Context Quality\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-context-management.png\" alt=\"Context Management\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-learning.png\" alt=\"Learning Center\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-achievements.png\" alt=\"Achievements\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-sdlc.png\" alt=\"Agentic SDLC\" width=\"820\">\u003C\u002Fp>\n\u003Cp align=\"center\">\u003Cimg src=\"assets\u002Fscreen-share.png\" alt=\"Share Your Stats\" width=\"820\">\u003C\u002Fp>\n\u003C\u002Fdetails>\n\n---\n\n## Quick Start\n\n```bash\ngit clone https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fai-engineering-coach.git\ncd ai-engineering-coach\nnpm install\nnpm run package\n```\n\nThen install the `.vsix`:\n\n**macOS \u002F Linux**\n\n```bash\ncode --install-extension ai-engineer-coach-*.vsix\n```\n\n**Windows \u002F PowerShell**\n\n```powershell\ncode --install-extension (Get-ChildItem . -Filter 'ai-engineer-coach-*.vsix' | Select-Object -First 1).FullName\n```\n\n1. Open the command palette (`Cmd+Shift+P` \u002F `Ctrl+Shift+P`)\n2. Run **AI Engineer Coach: Open Dashboard**\n3. Navigate pages from the sidebar, filter by workspace or harness\n\n---\n\n## Pages\n\n### Observe\n\n| Page | Description |\n|------|-------------|\n| **Dashboard** | Practice scores with week-over-week trends, daily activity chart, top workspace stats |\n| **Timeline** | Gantt-style session timeline with per-day drill-down and overlap detection |\n| **Coding Moments** | Screenshot gallery from AI coding sessions with story reels and workspace filtering |\n\n### Measure\n\n| Page | Description |\n|------|-------------|\n| **Output** | Generated code volume by language, model usage table *(token breakdown temporarily hidden)* |\n| **Burndown** | Monthly AI token budget progress with projections *(temporarily disabled)* |\n| **Patterns** | 7×24 activity heatmap and work-life balance signals |\n\n### Improve\n\n| Page | Description |\n|------|-------------|\n| **Anti-Patterns** | Five practice score cards with severity ratings, concrete actions, and example prompts. 45 editable markdown rules plus a coverage heatmap |\n| **Rule Editor** | Create, edit, and tune detection rules visually or as raw markdown. Live-test against your data |\n| **Rule Playground** | Interactive REPL for the rule DSL with field browser, function catalog, and metric list |\n| **Data Explorer** | Browse session fields, view distributions, run ad-hoc filters |\n| **Skill Finder** | Discover repeated prompt patterns and matching community skills from the open-source catalog |\n| **Context Health** | Overall context score, agentic readiness checklist, workspace context map, AI-powered instruction-file review |\n\n### Level Up\n\n| Page | Description |\n|------|-------------|\n| **Learning Center** | Personalized quizzes and code-comparison rounds generated from your actual usage |\n| **Achievements** | XP-based progression with Bronze → Silver → Gold → Diamond tiers |\n| **Agentic SDLC** | How you use AI across the full software-development lifecycle |\n| **Share** | Generate a shareable stat card |\n\n---\n\n## Privacy\n\n- **Read-only** — the extension never modifies your session files\n- **Local analysis** — all parsing and analytics run entirely on your machine\n- **No proprietary telemetry** — the extension does not phone home or collect usage data\n- **Optional AI features** — some features (rule compiler, skill finder, context review) use the VS Code built-in Copilot language model API when explicitly invoked by the user\n\n---\n\n## Code of Conduct\n\nThis project has adopted the [Microsoft Open Source Code of Conduct](https:\u002F\u002Fopensource.microsoft.com\u002Fcodeofconduct\u002F).\nFor more information see the [Code of Conduct FAQ](https:\u002F\u002Fopensource.microsoft.com\u002Fcodeofconduct\u002Ffaq\u002F) or\ncontact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments.\n\n## Trademarks\n\nThis project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft\ntrademarks or logos is subject to and must follow\n[Microsoft's Trademark & Brand Guidelines](https:\u002F\u002Fwww.microsoft.com\u002Fen-us\u002Flegal\u002Fintellectualproperty\u002Ftrademarks\u002Fusage\u002Fgeneral).\nUse of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.\nAny use of third-party trademarks or logos are subject to those third-party's policies.\n\n## License\n\n[MIT](LICENSE)\n\n## Disclaimer\n\nThis project is an open-source community effort by Microsoft employees. It is **not** an official Microsoft product and is not part of any Microsoft service or support offering. It is provided as-is with no warranties or guarantees.\n","AI Engineer Coach 是一个用于分析和优化AI编码助手使用的工具。它通过读取本地的AI会话日志，生成可操作的见解，所有数据处理均在本地完成，确保隐私安全。其核心功能包括跟踪进度、检测不良模式、衡量代码输出量、发现并复用技能以及评估上下文健康状况。该工具支持45条规则，覆盖提示质量、会话卫生、代码审查、工具掌握度及上下文管理等多个方面。适用于希望提高使用AI辅助编程效率与质量的开发者或团队，在日常开发过程中持续改进编码实践和技术能力。",2,"2026-06-11 03:54:56","CREATED_QUERY"]