Research & Search

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Create, search, and update Notion pages/databases using the Notion API. Use for documenting work, generating runbooks, and automating knowledge base updates.

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Detect unknown territory before acting — Research Gate that forces authoritative verification before using unknown APIs or libraries

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Use before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.

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Research prediction markets - base rates, resolution rules, historical data

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When user says "research" (in any form), ALWAYS invoke this skill.

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Execute implementation plans using strict TDD workflow with quality gates. Fifth phase of research-discussion-specification-plan-implement-review workflow. Use when: (1) Implementing a plan from docs/workflow/planning/{topic}.md, (2) User says 'implement', 'build', or 'code this' after planning, (3) Ad hoc coding that should follow TDD and quality standards, (4) Bug fixes or features benefiting from structured implementation. Writes tests first, implements to pass, commits frequently, stops for user approval between phases.

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专业的微信公众号文章创作助手。当用户提供网站链接、文本素材或图像，需要创作微信公众号文章时使用。支持多种写作风格——企业官号文案、个人技术博客、社区活动回顾、产品评测等。擅长AI/技术话题的深度内容创作，也能产出规范的企业宣传文案。通过搜索工具丰富内容，优化标题和结构。当用户提到"公众号"、"微信文章"、"写一篇推文"、"帮我写篇文章发公众号"等场景时触发。即使用户没有明确说"公众号"，但在要求创作中文长文（技术博客、产品介绍、活动回顾等）时也应考虑触发。不用于：带引用的研究报告（用deep-research）、把内容做成图或PPT（用deck-studio）、英文文章、只润色一小段文字。

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Transform research findings into actionable implementation plans with stakes-based rigor, test-first strategy, and granular task decomposition.

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Manus-style planning with persistent markdown files

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Feature specification creation from codebase research. Produces requirements, acceptance criteria, architecture decisions, implementation plans, and risk analysis.

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Meta skill explaining the RPI workflow. Auto-injected on session start. Covers Research-Plan-Implement workflow, Knowledge Flywheel, and skill catalog.

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Research and publish a daily AI news edition (The AI Dispatch)

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Deep research before design — 3-5 parallel research agents survey papers, production systems, failure modes, and prior art, then a synthesizer compiles evidence, and an integrator maps findings to a concrete codebase plan with citations

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Summarize vault learnings and activity for today or a date range.

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PhD-level academic manuscript and research proposal review.

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Step through versioning, tagging, and verification

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Lưu trữ và phân tích user research cho PikaRobot: interviews, surveys, observations. TRIGGERS: "user research", "interview notes", "survey results", "phỏng vấn user", "parent feedback". NOT FOR: Quantitative metrics (→4_Measure/), feature spec (→2_Define/).

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Core specification workflow engine. Triggers stage agents (CREATE, RESEARCH, PLAN, IMPLEMENT, REVIEW, TEST, etc.) for structured development. Triggers on keywords: spec, specification, plan spec, implement spec, review spec

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Systematic search methodology, taxonomy construction, citation graph exploration, and related work synthesis for ML research.

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Perform iterative research document review using Rule of 5 methodology. Reviews accuracy, completeness, clarity, actionability, and integration with project context.

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Generates or refreshes research artifacts and RLM evidence for a ticket. Use when research stage should produce or update canonical RLM outputs.

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Database operations, queries, migrations, and optimization.

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UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient. Integrations: shadcn/ui MCP for component search and examples.

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Fix bugs and broken behavior when there is enough evidence to act on a repair path. Use for errors, crashes, incorrect results, API failures (500, 404, 403), CORS problems, database exceptions, broken rendering, duplicated or wrong data, off-by-one mistakes, timezone/date bugs, broken forms, config-caused runtime failures, and regressions. Trigger when the user wants the bug repaired and the conversation already contains a clear failing area, a reproducible failing test, a concrete error path, or a prior diagnosis to implement. Do NOT use for new features, pure explanation, architecture discussion, broad research, or bug reports where the main need is figuring out why the behavior happens — use diagnose for that.

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End of session wrap-up - summarize work, update docs, and commit

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Run company research using Primr. Use when the user asks to research, analyze, or investigate a company, or provides a company URL.

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Assess research quality with systematic confidence scoring, source validation, and uncertainty quantification.

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Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic multi-angle research methodology instead of single superficial searches. Use this proactively when the user's question needs online information.

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Deep research and fresh perspective on current blockers. Use when stuck, for methodology validation, or auto-triggered during long optimization runs.

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Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

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Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.

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actor: {{actor}} | mandate: Conduct systematic investigation and analysis | bounds: Research and analysis only

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Create atomic research project notes with minimal overhead

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Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Zero hallucinations, just your knowledge base.

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For skills that aggregate information from multiple sources.

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Use when researching complex topics, evaluating technologies, investigating domains, or answering multi-faceted questions requiring web research. Triggers: "research X", "investigate Y", "evaluate options for Z", "what are the best approaches to", "help me understand", "deep dive into", "compare alternatives".