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Use when: writing technical blogs about AI/ML research, analyzing research papers for blog content, creating engineering posts following OpenAI/Anthropic/DeepMind style, polishing technical writing, or translating technical content between English and Chinese.\nlicense: MIT. LICENSE.txt has complete terms\n---\n\n# Synapse - AI Tech Blog Writing Assistant\n\n## Overview\n\nSynapse connects research to writing, helping you create technical blog posts inspired by the world's leading AI research institutions and researchers.\n\nThe skill provides:\n- Style guides and language patterns from each institution/researcher\n- Complete templates for different blog post types\n- Annotated examples with style breakdowns\n- Pre-publish quality checklist\n- Paper analysis script for extracting key insights\n\n## Quick Start\n\n### For Research Paper Blogs\n1. Analyze the paper to extract insights (use paper_analyzer.py or manual extraction)\n2. Choose the Research Paper template from `assets/templates/`\n3. Draft following Anthropic Research style (examples in `references/EXAMPLES.md`)\n4. Polish and review with checklist in `references/CHECKLIST.md`\n\n### For Engineering Blogs\n1. Use Engineering Blog template from `assets/templates/`\n2. Follow Challenge → Solution structure (OpenAI Engineering style)\n3. Include metrics tables and Before/After comparisons\n4. Add Lessons Learned section\n\n## Blog Type Decision Guide\n\n### Research Paper Blog\nUse when: Explaining a paper, novel technique, or research findings\n- Recommended style: Anthropic Research or Karpathy\n- Template: `assets/templates/research_paper_blog.md`\n- Key elements: Problem statement, contributions, results, limitations\n\n### Engineering Blog\nUse when: System design, infrastructure, \"how we built\" posts\n- Recommended style: OpenAI Engineering\n- Template: `assets/templates/engineering_blog.md`\n- Key elements: Background, challenges, solutions, metrics\n\n### Tutorial/How-To\nUse when: Teaching concepts or techniques\n- Recommended style: Karpathy\n- Key elements: Step-by-step guide, code examples, pro tips\n\n### Personal Reflection\nUse when: Career lessons, growth mindset\n- Recommended style: Yi Tay\n- Key elements: Personal narrative, gratitude, data sharing\n\n## Reference Files\n\n### Style Guides\n`references/STYLE_GUIDES.md` - Detailed writing patterns for each style:\n- OpenAI Research: Problem → Method → Results → Limitations\n- OpenAI Engineering: Challenge → Solution with metrics tables\n- Anthropic Research: Definition → Findings → Looking Forward\n- Anthropic Engineering: Principles with numbered lists\n- Karpathy: Conversational with \"Tips & tricks\"\n- Yi Tay: Personal narrative with gratitude\n\n### Templates\n`references/TEMPLATES.md` - Complete templates for:\n- Research Paper Blog\n- Engineering Blog\n- Tutorial/How-To\n- Personal Reflection\n- Quick Notes\n\n`assets/templates/` - Copy-ready markdown templates:\n- `research_paper_blog.md`\n- `engineering_blog.md`\n\n### Examples\n`references/EXAMPLES.md` - Annotated real examples from:\n- OpenAI: \"Scaling PostgreSQL to power 800M users\"\n- Anthropic: \"Disempowerment patterns in real-world AI usage\"\n- Anthropic: \"How we built our multi-agent research system\"\n- Karpathy: \"A Recipe for Training Neural Networks\"\n\n### Checklist\n`references/CHECKLIST.md` - Pre-publish quality checklist covering:\n- Content quality\n- Structure & flow\n- Technical accuracy\n- Style consistency\n- Visual elements\n- Publication readiness\n\n## Scripts\n\n`scripts/paper_analyzer.py` - Extract key insights from research papers:\n\n```bash\npython scripts/paper_analyzer.py /path/to/paper.pdf\n```\n\nExtracts:\n- Title and abstract\n- Key contributions\n- Method summary\n- Results and metrics\n- Limitations\n\n## Key Style Principles\n\n### OpenAI Style\n- Concise, data-driven\n- Challenge → Solution structure\n- Metrics tables (Before/After)\n- Engineering reliability focus\n- \"This is the story of how we...\" framing\n\n### Anthropic Style\n- Academic but accessible\n- Extensive concrete examples\n- Numbered definitions\n- Explicit \"Limitations\" section\n- \"Looking forward\" conclusions\n\n### Karpathy Style\n- Conversational,深入浅出\n- Code + intuition explanations\n- \"Tips & tricks\" bulleted sections\n- \"What's happening\" explanation blocks\n- Humorous touches (\"reaaally\", \"unfortunately\")\n\n### Yi Tay Style\n- Personal narrative elements\n- Gratitude and acknowledgements prominent\n- Growth mindset framing\n- Personal data/metrics sharing\n- \"When I first saw...\" openings\n\n## Writing Workflow\n\n1. **Analyze** - Extract key insights from source material\n2. **Structure** - Choose appropriate template and outline\n3. **Draft** - Write following style guidelines\n4. **Polish** - Apply style-specific improvements\n5. **Review** - Use checklist in `references/CHECKLIST.md`\n","readmeExcerpt":"--- name: synapse description: AI-powered research blog writing assistant. 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