TimLai666

@timlai666 source repo

258 skills
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1 repo stars
3 weeks ago last updated

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Defuddle · timlai666
Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. This skill MUST be used instead of WebFetch when the user provides a URL to read or analyze, for online documentation, articles, blog posts, or any standard web page. MUST NOT be used for URLs ending in .md — those are already markdown, use WebFetch directly.

1 repo stars
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Obsidian CLI · timlai666
Interact with Obsidian vaults using the Obsidian CLI to read, create, search, and manage notes, tasks, properties, and more. Also supports plugin and theme development with commands to reload plugins, run JavaScript, capture errors, take screenshots, and inspect the DOM. This skill MUST be used when the user asks to interact with their Obsidian vault, manage notes, search vault content, perform vault operations from the command line, or develop and debug Obsidian plugins and themes.

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Obsidian Bases · timlai666 bundle
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. This skill MUST be used when working with .base files, creating database-like views of notes, or when the user mentions Bases, table views, card views, filters, or formulas in Obsidian.

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Write Appcipe · timlai666
撰寫或修正 Chefer 的 appcipe.yml（把 Docker/OCI 映像打包成免容器引擎單檔的食譜）。當使用者要把某個服務／一組容器打包成 Chefer 單檔、新增或修改 appcipe.yml、或詢問 appcipe 欄位、image 來源、ports、persist、depends_on、內部網路等時使用。涵蓋實測得到的「真陷阱」（format 連字號、官方映像 chown/uid、db 暴露、persist 規則）。

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Ship It · timlai666
Prepare and ship a feature branch: sync, test, open PR. This skill MUST be invoked on the triggers below, and SHOULD be invoked when the user sounds ready to merge without saying so outright. Triggers on: 可以上了嗎, 準備上線, 開 PR, ship this, deploy, release, 上線, merge, push this, 準備好了嗎, ready to go

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Tutor · timlai666 bundle
Interactive quiz tutor for Obsidian StudyVault learning. This skill MUST be used when the user wants to: (1) Take a diagnostic assessment of their knowledge, (2) Study or review specific sections/topics, (3) Drill weak areas identified in previous sessions, (4) Check their learning progress or dashboard, or says things like "quiz me", "test me", "let's study", "/tutor", "學習", "測驗", "評量".

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Arxiv · timlai666 bundle
Search arXiv papers by keyword, author, category, or ID. This skill MUST be used when the user asks for papers, preprints, or related work, and SHOULD be used for any academic literature lookup. Find related work via Semantic Scholar citations and recommendations.

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Investigate · timlai666
Systematic debugger. Root cause before any fix. Iron Law: no fixes without investigation. This skill MUST be invoked when the user reports a bug, and MUST NOT be skipped because the cause looks obvious. SHOULD also be invoked on 為什麼會這樣, 壞掉了, failing, broken, or flaky. Hypothesis-driven — form 3-5 hypotheses, test them cheaply before touching code. Stop after 3 failed fix attempts and escalate.

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LLM Wiki · timlai666
Karpathy's LLM Wiki: build/query interlinked markdown KB with Zettelkasten note discipline. This skill MUST be used for building or querying such a knowledge base. MUST trigger on: 知識庫, 建 wiki, wiki 筆記, 研究筆記, ingest sources, knowledge base.

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Openclaw Ops · timlai666 bundle
Operate, configure, and debug a running OpenClaw installation from a host machine (locally or over SSH). Covers the whole runtime surface **except** building agent personalities/workspaces — channels, gateway, daemon/service, config (`openclaw.json`), models + auth, cron, hooks, plugins, sandbox, sessions, security audit, doctor, reset, uninstall. This skill MUST be invoked on any mention of `openclaw` CLI commands, `~/.openclaw`, `openclaw.json`, "restart gateway", "add a channel", "check why my bot isn't responding", "openclaw doctor", "channels status", "ssh into the OpenClaw box", and similar — also whenever a host has `~/.openclaw/openclaw.json` and OpenClaw work is implied even if not named. MUST hand off to **openclaw-agent-builder** for any work that creates or edits an agent's workspace files (SOUL.md / AGENTS.md / IDENTITY.md / USER.md / RAG knowledge / `agents.list[]` entries / `bindings[]`).

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Test And Fix · timlai666
Run tests, find failures, fix them, verify. Diff-aware: tests affected behavior in web apps, APIs, CLIs, and libraries. This skill MUST be invoked on the triggers below, and SHOULD be invoked after any code change the user has not yet verified. Triggers on: 跑測試, 測一下, 有沒有壞掉, run tests, test this, 跑一下 tests, 測試, check if broken

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Eng Architect · timlai666 bundle
Design architecture, then cut the work into tickets. This skill MUST be used before implementation of a non-trivial feature begins, and MUST be used when a plan or spec has to become tickets. SHOULD be used whenever the user is unsure how to split modules. Tickets MUST be cut by what someone can do and MUST NOT be one per technical layer, so this skill MUST NOT be replaced by an ad hoc task list. Produces architecture diagrams, error maps, tickets with blocking edges, and convergence artifacts (ENG.md, delivery-status.md, AGENTS.md). Triggers on: 技術方案, 架構設計, 怎麼切模組, 拆任務, 切票, 拆成 ticket, 排開發順序, eng planning, architecture design, break into tickets, 技術規劃, 這個功能技術上怎麼做, design review, UI review, AI slop scan

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Scamper · timlai666 bundle
This skill MUST be used when applying the SCAMPER creative thinking framework to systematically generate innovation ideas for products, services, processes, or concepts. Trigger on requests involving 奔馳法、SCAMPER、創意發想、創新思考、產品改良、服務優化、創意激盪、系統化創新, and SHOULD be used when the user wants to explore multiple creative angles for an existing object/service/business model.

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Folder Organizer · timlai666
This skill MUST be used when a user wants to scan, audit, analyze, or tidy up a folder or collection of files — whether uploaded directly to the conversation, specified by local path, or described verbally. Trigger on requests like 整理檔案、掃描資料夾、幫我分類檔案、檔案整理計畫、資料夾結構建議、file organization, folder audit, help me sort my files, clean up my downloads, rename and categorize files, suggest a folder structure. MUST follow a plan-first, execute-later pattern, and MUST NOT rename, move, or delete anything before the user confirms the full plan.

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DB Engineering · timlai666 bundle
Universal database engineering rules covering migration discipline, audit logging, soft delete, performance, and data integrity. This skill MUST be loaded before any database work, and MUST NOT be skipped because a schema change looks small or obvious. Triggers on: 任何資料庫相關工作, 建表, 改 schema, 寫 migration, DB design, database development, 設計資料庫, 改 DB 結構, 加欄位, 加索引, 改 table, SQL, 寫 trigger, 設計 API 的 DB 層, 查詢很慢, N+1, 效能優化, 資料完整性, CASCADE, 外鍵, 新增 table, 刪除資料, backup, 環境分離, dev prod 分開

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Diff Inspector · timlai666
Inspect code diffs before opening a pull request or merging. This skill MUST be used when the user provides a code diff, pastes code changes, asks for a code or PR review, or when code is about to be submitted as a PR or merged. It MUST NOT be skipped solely because the diff is small. It SHOULD also be used before committing or handing back substantial or high-risk code changes. It MUST NOT be used when changes are limited to non-code content such as documentation, prose, images, or formatting. For small, low-risk self-changes, perform only a lightweight review without specialist dispatch. Checks requirement scope, correctness, security, compatibility, and test coverage. Triggers on: 幫我看程式 diff, 看一下程式改了什麼, review 程式碼, PR review, diff review, code review, 看看程式有沒有問題

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Project Memory · timlai666 bundle
Shared cross-agent project memory — pitfalls, patterns and preferences recorded once and readable by any agent that installs this skill. This skill MUST be invoked before starting work in an existing project, to load what was already learned there, and MUST be invoked again as that work wraps up, to record what this session learned before it ends. MUST also be invoked on the triggers below to record something new, and SHOULD be invoked whenever the user states something worth remembering about how this project behaves. MUST NOT be used for task lists or open bugs, which belong in the issue tracker or AGENTS.md. Triggers on: 記一下, 之前踩過什麼雷, 學到什麼, 有什麼教訓, remember this, lesson learned, project learnings, 記錄一下, 之前遇過的, 把這個記起來

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Tutor Setup · timlai666 bundle
Transforms knowledge sources into an Obsidian StudyVault. This skill MUST be used when the user asks to build a StudyVault from documents, a codebase, or an llm-wiki. Three modes: (1) Document Mode — PDF/text/web sources → study notes with practice questions. (2) Codebase Mode — source code project → onboarding vault for new developers. (3) Wiki Mode — llm-wiki knowledge base → StudyVault with incremental sync. Mode is auto-detected based on project markers and wiki presence.

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Zettelkasten · timlai666 bundle
This skill MUST be used when building, maintaining, or auditing a Zettelkasten (slip-box) note system, or when applying atomic-note discipline to an existing markdown knowledge base — atomicity checks, card-splitting decisions, linking rules, note-type workflow. Trigger on 卡片盒筆記法、卡片盒、Zettelkasten、原子筆記、永久筆記、文獻筆記、結構筆記、拆卡、筆記連結、smart notes、atomic notes、permanent notes、slip-box, and SHOULD be used when another skill (e.g. llm-wiki) needs per-change note-discipline checks.

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Ultrathink · timlai666 bundle
This skill MUST be used when the user requests ultrathink, 深度思考, or 深入思考. It SHOULD be used when substantive uncertainty or trade-offs remain, including questions of meaning, tone, or reader interpretation. Unless explicitly requested, it MUST NOT be used for routine work with no substantive uncertainty or trade-offs.

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Swot Analysis · timlai666
This skill MUST be used when designing, executing, or facilitating a complete SWOT strategic analysis workflow — especially when the task involves environment scanning (PEST/industry analysis), competitive positioning, S/W/O/T identification and validation, strategy formulation via SO/ST/WO/WT collision, and strategy selection. Trigger on requests like SWOT分析、優劣勢分析、機會威脅分析、策略定調、外部環境分析、競爭策略、TOWS矩陣、SWOT到策略、PEST分析、or any combination of competitive analysis and strategy direction. SHOULD also be used when the user uploads a case, company description, or product brief and asks for strategic analysis or positioning.

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Theory Analysis · timlai666 bundle
Code cross-source evidence — interview notes, support tickets, social posts, research notes, observations — into theory dimensions with auditable quotes. This skill MUST be used when the user names Product Positioning Theory, Purchase Motivation Theory, or Word-of-Mouth Motivation Theory, and SHOULD be used when classifying evidence into product attributes, functions, benefits, usage context, purchase drivers, or sharing motives. 觸發詞：產品定位理論、購買動機理論、口碑動機理論、證據編碼、質性編碼、理論標註、跨來源證據分析。One evidence item can carry annotations from several theories at once — they are different questions, not duplicates. This skill MUST NOT be used for generic sentiment tagging, and its output MUST NOT be pasted straight into a review-mining-stp dimension_catalog, which is attribute-level and needs the handoff steps in references/06-stp-handoff.md.

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Design Studio · timlai666 bundle
Unified design skill for ALL design work — websites, apps, presentations, animations, prototypes, infographics, branding. Creates or updates DESIGN.md (Google format) when establishing or changing the project's visual identity. Routes to cinematic-ui or practical engines based on task. This skill MUST be used for any design task. MUST trigger on: 設計, design, 原型, prototype, PPT, 投影片, slides, 動畫, animation, 簡報, deck, landing page, website, UI, mockup, MP4, GIF, infographic, branding, logo, 評審, critique, film-inspired, cinematic.

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Human Writing · timlai666 bundle
This skill MUST be used by default for any user-facing writing, including answers to users, emails, documents, formal correspondence, reports, proposals, landing-page copy, social posts, essays, commentary, explanations, summaries, product copy, internal updates, and other prose intended to be read by people. Apply it whenever the output contains human-readable text. This skill MUST NOT be skipped unless another skill explicitly owns the writing style or the output is purely code, structured data, or a command. Supports Chinese and English.

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Pestel Analysis · timlai666
This skill MUST be used when conducting external environment analysis for strategic planning, market entry, competitive assessment, or feeding into SWOT. Trigger on requests like PESTEL分析、PEST分析、總體環境分析、外部環境掃描、宏觀環境分析、macro environment、political economic social technological environmental legal、總經分析、產業環境、市場進入分析、or when the user provides a company/industry/product and needs external environment mapped before strategy work. Also trigger when the swot-analysis skill reaches 階段一 and needs PESTEL data as input. MUST NOT generate factors without evidence-based sourcing and scoring — every factor MUST be rated on importance and impact before being carried forward.

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Obsidian Markdown · timlai666 bundle
Create and edit Obsidian Flavored Markdown. When tasked with creating, structuring, or initializing a new Obsidian vault or knowledge base, MUST default to the llm-wiki structure (comprising SCHEMA.md, index.md, log.md, raw/, topics/, entities/, concepts/, comparisons/, queries/). This skill MUST be used when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

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Plan Grilling · timlai666
Grill a plan before anyone commits to it — a feature, a campaign, a proposal, a process change, a personal decision. Reframes the problem, challenges the scope, and locks decisions one at a time. This skill MUST be invoked on the triggers below, and SHOULD be invoked whenever the user thinks aloud about something they want to build, launch, or decide. MUST NOT be skipped because the plan already sounds settled — a plan that sounds settled is exactly where unexamined decisions hide. Triggers on: 幫我規劃, 規劃一下, 幫我想一下, 這個怎麼做, 逼問我, 壓力測試這個計畫, 幫我想這個功能, grill me, planning mode, 動手之前先想清楚

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Review Mining Stp · timlai666 bundle
This skill MUST be used when customer reviews, support tickets, app store feedback, or other review-like text must be converted into STP analysis through a review scoring workflow upstream and statistical scripts downstream.

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Excalidraw Diagram · timlai666 bundle
Generate hand-drawn style Excalidraw diagrams from text content. Supports three output modes - Obsidian (.md), Standard (.excalidraw), and Animated (.excalidraw with animation order). This skill MUST be used when the user names Excalidraw, and SHOULD be used when the user wants a hand-drawn whiteboard style. For standard Mermaid diagrams (flowcharts, sequence diagrams, etc.), MUST use the mermaid-visualizer skill instead. Triggers on "Excalidraw", "畫圖", "Excalidraw流程圖", "Excalidraw心智圖", "標準Excalidraw", "standard excalidraw", "Excalidraw動畫", "動畫圖".

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Mermaid Visualizer · timlai666 bundle
Transform text content into professional Mermaid diagrams for presentations and documentation. This skill MUST be used when the user names Mermaid, and SHOULD be used when they ask to visualize concepts, create flowcharts, or make diagrams from text. For hand-drawn whiteboard style, use excalidraw-diagram. For interactive Obsidian Canvas with spatial organization, use obsidian-canvas-creator. Supports process flows, system architectures, comparisons, mindmaps, and more with built-in syntax error prevention.

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Openclaw Agent Builder · timlai666 bundle
Create, configure, and edit OpenClaw agents from a host machine (locally or over SSH). This skill MUST be used whenever the user wants to add a new OpenClaw agent, build an agent for a business or organization (customer service, internal helpdesk, booking bot, etc.), scaffold agent workspace files (SOUL.md / AGENTS.md / IDENTITY.md / USER.md), wire channels (LINE / WhatsApp / Discord / Telegram / Slack and others) and bindings, set up an agent knowledge base (RAG), harden an agent against prompt injection and identity confusion, or edit / reconfigure / retune an existing OpenClaw agent. MUST trigger on any mention of OpenClaw agents, openclaw.json, agent bindings, agent workspace, "add an agent", "build a bot", "編一個 agent", "做一個客服 bot" — and also whenever ~/.openclaw or an openclaw.json file is present in the working host even if OpenClaw is not named.

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Postgrest Baas Builder · timlai666 bundle
Build services on PostgREST-compatible BaaS (Supabase / InsForge) — RLS, Auth, PostgREST queries, MCP settings. This skill MUST be loaded before writing any RLS policy or PostgREST query, and MUST NOT be skipped because the query looks like ordinary SQL. Triggers on: 用 Supabase / InsForge 做後端, 設計 RLS policy, 寫 PostgREST query, 處理 BaaS Auth, 設定 MCP, 推 Supabase production, 自架 Supabase, InsForge

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Set Zeabur Conventions · timlai666 bundle
在專案中建立並維護 Zeabur 部署規範，會在專案根目錄的 AGENTS.md 寫入一段部署約束（Zeabur 只支援 Dockerfile、不支援 docker-compose；compose 僅供本地開發測試）。僅在使用者明確指定專案要部署到 Zeabur 時才使用 — 例如使用者明說「這個專案要部署到 Zeabur」「要上 Zeabur」「設定 Zeabur 部署」，或直接呼叫此 skill。不要在僅僅提到 Docker、寫 Dockerfile、討論部署平台、或泛泛談到 Zeabur 時觸發；必須有明確的「部署到 Zeabur」意圖。This skill MUST be used only when the user explicitly states the project deploys to Zeabur, and MUST NOT be triggered by Docker usage, Dockerfile work, or general deployment talk.

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Windows Rescue From Linux · timlai666 bundle
This skill MUST be used when repairing a broken Windows PC from a Linux Live USB. Handles boot failure, BCD or UEFI corruption, NTFS damage, lost partitions, forgotten passwords, malware infection, profile corruption, BitLocker decryption, failing disks, and data backup before destructive repair. Also bootstraps the rescue USB itself with Node.js, Claude Code, and tools like ntfsfix, chntpw, testdisk, photorec, ddrescue, smartctl, clamav, dislocker, efibootmgr. MUST trigger on Windows 開不了機, BSOD 救援, 救資料, BitLocker, chntpw, ntfsfix, testdisk, photorec, ddrescue, BCD 修復, 重設 Windows 密碼, 離線掃毒, 隨身碟救援系統, Live USB rescue Windows, fix Windows from Ubuntu, 把 Ubuntu 弄成救援碟, 救援工具安裝. Default language is Traditional Chinese for Taiwan.

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Review Scoring DOCX · timlai666 bundle
This skill MUST be used whenever the user has one or more product review files and wants to (1) extract product attributes from the reviews, (2) score each product on those attributes, and (3) export the results into a Word document (.docx). Trigger on requests like 「從評論歸納屬性」、「幫我評分每個產品」、「做成 Word」、「產品屬性分析」、「評論轉評分表」, or any combination of "reviews → attributes → scores → Word/docx". MUST also be used when the user uploads review files (CSV, JSON, TXT, or similar) and asks for comparative analysis, attribute extraction, or scoring — even without mentioning Maslow or Word explicitly.

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Open Slide Studio · timlai666
Deliver web-based slide decks on open-slide, the React slide framework for agents, with present mode, one-command static deploy, and PDF export. This skill MUST be used when the user names open-slide, and SHOULD be used when a 簡報/deck request emphasizes live presenting, a shareable URL, deployment, or presenter mode. Visual style comes from design-studio (DESIGN.md + style library) and is written into the workspace as an open-slide theme; deck authoring is handed off to the workspace's built-in skills (create-slide, slide-authoring, apply-comments). MUST NOT be used when the deliverable is an editable .pptx file — that is design-studio's PPTX route — and MUST NOT be used without a local Node.js environment. 觸發詞：open-slide、網頁簡報、簡報網站、簡報部署、線上簡報、presenter mode。

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Review Salience XLSX · timlai666 bundle
This skill MUST be used when the user has product review files and wants to: (1) score each review on a set of attributes using a salience scale (0–7) and export a review × attribute matrix as .xlsx; (2) run PCA to reduce attributes into latent dimensions; (3) cluster reviews into customer segments with K-means. Trigger on requests like 「逐則評論評分」、「顯著度矩陣」、「salience scoring」、「主成分分析」、「PCA」、「顧客分群」、「K-means」、「評論×屬性 Excel」, or any combination thereof. Also trigger when this step follows an attribute-discovery workflow and the user wants scored data, dimensionality reduction, or segmentation. MUST be used even if the user only mentions part of the pipeline.

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Landing Page Studio · timlai666 bundle
This skill MUST be used when creating high-conversion landing pages with modern visual effects, including SVG/WebGL animation, autonomous multi-iteration optimization, and dual output modes (single-file HTML or React project). MUST trigger on requests like landing page, LP, hero section build, animated marketing page, or conversion page redesign. Visual style comes from the design-studio style library; this skill owns conversion structure, autonomous iteration, and delivery contracts.

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Obsidian Canvas Creator · timlai666 bundle
Create native Obsidian Canvas files (.canvas) from text content, supporting both MindMap and freeform layouts. This skill MUST be used when the user names Obsidian Canvas, and SHOULD be used when they want spatial organization of notes and cards. For hand-drawn whiteboard style, use excalidraw-diagram. For standard flowcharts/sequence diagrams, use mermaid-visualizer. Triggers on "Canvas", "Obsidian Canvas", "畫Canvas", "Canvas心智圖", "Canvas佈局".

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Threads Viral Growth · timlai666 bundle
Produce viral, high-engagement Threads (脆) posts in Traditional Chinese for Taiwan audiences. This skill MUST be used whenever the user wants to write, plan, draft, or improve Threads posts — whether for personal brands, products, campuses, departments, course assignments, retail stores, or company accounts. MUST trigger when the user mentions 脆、Threads、社群貼文、社群小編、社群行銷、社群文案、爆文、貼文設計、社群提案、社群圖卡, or any phrasing that points at writing for the Threads platform. SHOULD also be used when the user uploads a brief, course task, brand positioning sheet, or pitch deck about Threads and wants posts produced from it. This skill is opinionated — it forces a trend research step BEFORE any post is drafted, applies Hook-driven structures, designs for the Threads algorithm (留言、引用、分享、讚由重到輕), and outputs ready-to-post drafts plus engagement tactics, not vague advice. Default output is Traditional Chinese (Taiwan).

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Customer Journey Mapper · timlai666 bundle
This skill MUST be used when the final customer journey map, CJM, or touchpoint-based journey table must be produced from a completed persona, product or service, or a `handoff_to_customer_journey_mapper` block, especially when the user asks for 顧客旅程地圖, CJM, final journey table, or wants prior persona/framing work turned into the finished map. SHOULD also be used when the user asks for 情緒分數, 情緒曲線, 加減分原因, sparkline, or wants emotion scoring added to an existing CJM.

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Customer Persona Framer · timlai666 bundle
This skill MUST be used when building a persona, customer profile, or journey-prep brief from a product, audience clue, or usage context, especially for persona、人物誌、顧客輪廓、使用者輪廓、目標客群、5W1H、接觸點盤點、顧客旅程前置分析、或需要簡報化的顧客研究摘要。

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Data Analysis Workflow · timlai666 bundle
This skill MUST be used when planning or executing a full data analysis workflow, including schema inspection, data quality audit, data cleaning, EDA, relationship analysis, feature engineering, modeling, evaluation, and report generation. MUST trigger on requests like 資料分析流程, EDA 到建模, 數據分析規劃, 分析報告產出, or end-to-end analytics workflow.

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Content Growth Studio · timlai666 bundle
This skill MUST be used when planning, analyzing, rewriting, packaging, producing, or systemizing growth-oriented content across article, video, and social channels. MUST trigger on requests involving content research from URLs, transcripts, existing articles or scripts, competitor examples, uploaded notes, topic ideation, positioning, title and hook generation, article rewrites, video scripting, repurposing, thumbnail or CTA concepts, editorial workflow design, or repeatable content SOPs. Supports both source-led and brief-led work. Default output is Traditional Chinese for Taiwan unless the user's material clearly indicates another language.

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Subtraction Thinking · timlai666 bundle
對抗「只會加東西」的預設偏誤，在任何輸出前、途中、之後 MUST 強制執行減法審查。減法有兩個方向：移除沒有存在理由的東西、簡化現有的東西讓它更直接有效。適用於所有需要「做出某個東西」或「改善某個東西」的場合——商業決策、服務規劃、組織設計、行銷方案、提案、流程、產品、報告、程式開發皆適用。當使用者要新增、改善、或問「還缺什麼」時 MUST 自動觸發。

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Bcg Growth Share Matrix · timlai666 bundle
This skill MUST be used when the user names the BCG growth-share matrix, and SHOULD be used when analyzing a group, business-unit, product-line, or brand portfolio with the BCG growth-share matrix, especially when the task involves relative market share, market growth, quadrant classification, capital allocation, portfolio prioritization, or deciding whether to invest, maintain, harvest, reposition, or exit.

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Sor Marketing Strategy · timlai666 bundle
This skill MUST be used when the user wants to apply the S-O-R model, Stimulus-Organism-Response, 消費者行為分析, 行銷心理, 刺激-有機體-反應, or to turn 廣告、CRM、落地頁、電商、會員、回購、KPI、A/B 測試 ideas into a structured marketing strategy, psychology map, measurement plan, or experiment brief.

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Business Model Architect · timlai666 bundle
This skill MUST be used when designing, evaluating, or refining a business model with nine elements, and SHOULD be used for new products, pivots, monetization, and go-to-market decisions. Starts with Epicenter Selection (震央選擇) — choosing one of four innovation starting points (資源／產品／顧客／財務導向) to anchor design before filling the nine boxes.

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Product Conjoint Analysis · timlai666 bundle
Run a product-analysis focused revealed-preference logistic conjoint workflow (product specs + reviews/transactions, stacked binary choice, logistic estimation) — from attribute design through business insights (importance, willingness-to-pay, optimal product configuration, pricing and cost-benefit). This skill MUST be used when the goal is to analyze products and infer multi-attribute preferences from observed market behavior, and MUST NOT be used for a generic survey-only conjoint setup.

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Service Design Workshop · timlai666 bundle
This skill MUST be used when turning a service design problem into a structured workshop output, especially for 服務設計, 服務藍圖, 服務流程, 接觸點, 前台後台, 服務實證, 顧客體驗, 利害關係人, 服務概念, or 服務架構. Trigger when the task asks for a practical service design brief, blueprint-ready structure, touchpoint analysis, or prototype and validation next steps rather than only theory review.

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Red Flag Contract Scanner · timlai666 bundle
本 skill MUST 用於對任何契約、條款或法律文件做「對使用者不利條款」掃描,白話翻譯每一條陷阱。適用於各種合約審閱情境:一般商業合約、公寓租約、健身房/補習班/訂閱服務會員合約、工作 Offer/聘僱契約、App 或網站服務條款 ToS、隱私權政策、保險合約、貸款合約、保固條款等。觸發關鍵詞:幫我看合約、審合約、合約紅旗、紅旗條款、檢查合約、租約、會員合約、退會條款、聘僱契約、競業條款、服務條款、ToS、隱私政策、自動續約、隱藏費用、違約金、責任免除、不平等條約、契約陷阱、貸款合約、保險合約。也 MUST 在以下情況主動觸發:使用者上傳/貼上看起來像契約或條款的文字並問「這份有沒有問題」「我該簽嗎」「有什麼要注意的」「對方有沒有偷塞東西」,或想知道某條款「正常嗎」。預設輸出繁體中文,英文合約原文也能直接讀取分析。

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Orchestrating Mixed Methods · timlai666 bundle
This skill MUST be used when research, analysis, evaluation, diagnosis, discovery, insight, or study-design tasks require deciding between qualitative, quantitative, or mixed-methods approaches, and SHOULD be used whenever the user does not specify a method or the work needs both measurement and explanation.

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Software Engineering Guidelines · timlai666 bundle
Software Engineering Guidelines

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Investment Research Prompts · timlai666 bundle
This skill MUST be used when the user needs stock screening, portfolio risk review, dividend portfolio design, pre-earnings analysis, industry competition analysis, DCF valuation, technical analysis, or stock trend/anomaly detection. MUST trigger on requests like 選股, 投資組合風險, 股息策略, 財報前瞻, DCF 估值, 技術面分析, 產業競爭研究, 趨勢識別, or investment research prompts.

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Maslow Five Needs Marketing · timlai666 bundle
This skill MUST be used when designing or optimizing layered emotional marketing and copy messaging frameworks based on Maslow needs, including 五情疊加行銷、想打動消費者、訂定文案方向、主訴求設計、CTA 設計、跨通路訊息框架、品牌故事訴求、品牌忠誠提升與會員策略。

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Ecosystem Map And Blueprint · timlai666
This skill MUST be used when designing, analyzing, teaching, or facilitating service design tools — especially the Ecosystem Map (生態系地圖) and Service Blueprint (服務藍圖). Trigger on requests involving 服務設計、服務藍圖、生態系地圖、前台後台分析、利害關係人地圖、服務流程優化、服務旅程、接觸點、 service blueprint, ecosystem map, stakeholder mapping, service design workshop, CJM to blueprint, or any request to diagram/analyze/teach service delivery systems. SHOULD also be used when someone uploads a service blueprint PDF or asks to turn a service journey into a blueprint structure.

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Service Innovation Workshop · timlai666 bundle
This skill MUST be used when turning a service innovation problem into concept options, prototype testing, and risk checks, especially for 服務創新, 創新機會, 價值共創, 服務原型, SCAMPER, 購買者效用矩陣, 創新流程, 創新困境, or 服務體驗工程. Trigger when the task asks for practical innovation directions, concept generation, opportunity framing, or validation planning rather than only concept definitions.

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Commercial Proposal Writing · timlai666 bundle
This skill MUST be used when drafting or reviewing internal proposals, fundraising decks, partnership proposals, proposal rewrites, and decision-oriented business plans that must persuade a specific audience to approve resources, invest money, or commit to collaboration. MUST trigger on requests such as 商業企劃, 內部提案, 募資提案, 合作提案, 提案優化, 提案審稿, 董事會版本, 投資人版本, ask 撰寫, 資料不足處理.

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Decision Bias Quality Control · timlai666 bundle
This skill MUST be used when evaluating high-stakes decisions with bias-aware quality control, including proposal review, decision meeting facilitation, and personal coaching. MUST trigger on requests such as 重大決策、偏誤檢查、提案審查、決策會議引導、決策教練、go/no-go 決策。

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Service Innovation Case Study · timlai666 bundle
本 skill MUST 用於完整的服務創新案例分析報告。MUST 觸發於使用者要求研究某品牌、App、平台或服務,要求依課堂格式完成案例分析,指定做一份某案例風格的服務創新研究, 或要求以 PESTEL、五力、SWOT、STP、BMC、persona、服務藍圖、CJM 等一種以上框架分析服務創新案例。必讀子文件（依需要載入）： - `references/01-research-protocol.md` — 資料查核標準與來源驗證流程 - `references/02-analysis-chain.md` — 分析鏈完整邏輯（PESTEL→五力→SWOT→STP→BMC→Persona→藍圖→CJM） - `references/03-section-specs.md` — 各報告區段的詳細規格與品質標準 - `references/04-quality-checklist.md` — 輸出前的自我檢查清單 - `assets/report-template.md` — 空白報告模板每次開始新案例前，MUST 先讀 `references/01-research-protocol.md` 和 `references/02-analysis-chain.md`。

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Psychological Trigger Marketing · timlai666 bundle
This skill MUST be used when generating high-conversion marketing angles, campaign hooks, landing page messaging, promotional copy directions, social post hooks, or CTA concepts with psychological triggers such as FOMO, justification, desire, priming, anchoring, and framing, especially for offers, launches, limited-time promotions, and Traditional Chinese marketing for Taiwan audiences.

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Experiential Guerrilla Marketing · timlai666
本 skill MUST 用於體驗行銷與游擊行銷的策略規劃、創意發想與成效評估。MUST 觸發於體驗行銷、游擊行銷、快閃活動、品牌體驗、沉浸式體驗、低預算行銷、Ambient Marketing、行銷 KPI、體驗 × 游擊矩陣設計等需求,或使用者想做讓人拍照分享、低預算高效果、可評估成效的品牌活動。

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Subagent Driven Development · timlai666 bundle
Use when executing implementation plans with independent tasks in the current session

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Clinvar Database · timlai666 bundle
Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classifications, access via E-utilities API or FTP, annotate VCFs, for genomic medicine.

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Analytics Tracking · timlai666
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," or "tracking plan." For A/B test measurement, see ab-test-setup.

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Free Tool Strategy · timlai666
When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," or "free resource." This skill bridges engineering and marketing — useful for founders and technical marketers.

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Paywall Upgrade Cro · timlai666
When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," or "in-app pricing." Distinct from public pricing pages (see page-cro) — this skill focuses on in-product upgrade moments where the user has already experienced value.

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Marketing Psychology · timlai666
When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when the user mentions 'psychology,' 'mental models,' 'cognitive bias,' 'persuasion,' 'behavioral science,' 'why people buy,' 'decision-making,' or 'consumer behavior.' This skill provides 70+ mental models organized for marketing application.

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Dnanexus Integration · timlai666 bundle
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

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Benchling Integration · timlai666 bundle
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.

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Clinical Reports · timlai666 bundle
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.

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Clinpgx Database · timlai666 bundle
Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

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Ensembl Database · timlai666 bundle
Query Ensembl genome database REST API for 250+ species. Gene lookups, sequence retrieval, variant analysis, comparative genomics, orthologs, VEP predictions, for genomic research.

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Pubchem Database · timlai666 bundle
Query PubChem via PUG-REST API/PubChemPy (110M+ compounds). Search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics.

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Drugbank Database · timlai666 bundle
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.

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Literature Review · timlai666 bundle
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

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Omero Integration · timlai666 bundle
Microscopy data management platform. Access images via Python, retrieve datasets, analyze pixels, manage ROIs/annotations, batch processing, for high-content screening and microscopy workflows.

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Openalex Database · timlai666 bundle
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academic papers, analyzing research trends, finding works by authors or institutions, tracking citations, discovering open access publications, or conducting bibliometric analysis across 240M+ scholarly works. Use for literature searches, research output analysis, citation analysis, and academic database queries.

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Perplexity Search · timlai666 bundle
Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This skill should be used when conducting web searches for current information, finding recent scientific literature, getting grounded answers with source citations, or accessing information beyond the model knowledge cutoff. Provides access to multiple Perplexity models including Sonar Pro, Sonar Pro Search (advanced agentic search), and Sonar Reasoning Pro through a single OpenRouter API key.

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Alphafold Database · timlai666 bundle
Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

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Datacommons Client · timlai666 bundle
Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.

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Fred Economic Data · timlai666 bundle
Query FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring U.S. and international economic indicators.

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Citation Management · timlai666 bundle
Comprehensive citation management for academic research. Search Google Scholar and PubMed for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill should be used when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.

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Imaging Data Commons · timlai666 bundle
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. No authentication required. Query by metadata, visualize in browser, check licenses.

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Latchbio Integration · timlai666 bundle
Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

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Neuropixels Analysis · timlai666 bundle
Neuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.

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Opentargets Database · timlai666 bundle
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.

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Hypothesis Generation · timlai666 bundle
Structured hypothesis formulation from observations. Use when you have experimental observations or data and need to formulate testable hypotheses with predictions, propose mechanisms, and design experiments to test them. Follows scientific method framework. For open-ended ideation use scientific-brainstorming; for automated LLM-driven hypothesis testing on datasets use hypogenic.

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Opentrons Integration · timlai666 bundle
Official Opentrons Protocol API for OT-2 and Flex robots. Use when writing protocols specifically for Opentrons hardware with full access to Protocol API v2 features. Best for production Opentrons protocols, official API compatibility. For multi-vendor automation or broader equipment control use pylabrobot.

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Labarchive Integration · timlai666 bundle
Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows.

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Clinicaltrials Database · timlai666 bundle
Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

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Get Available Resources · timlai666 bundle
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.

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Iso 13485 Certification · timlai666 bundle
Comprehensive toolkit for preparing ISO 13485 certification documentation for medical device Quality Management Systems. Use when users need help with ISO 13485 QMS documentation, including (1) conducting gap analysis of existing documentation, (2) creating Quality Manuals, (3) developing required procedures and work instructions, (4) preparing Medical Device Files, (5) understanding ISO 13485 requirements, or (6) identifying missing documentation for medical device certification. Also use when users mention medical device regulations, QMS certification, FDA QMSR, EU MDR, or need help with quality system documentation.

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Market Research Reports · timlai666 bundle
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.

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Protocolsio Integration · timlai666 bundle
Integration with protocols.io API for managing scientific protocols. This skill should be used when working with protocols.io to search, create, update, or publish protocols; manage protocol steps and materials; handle discussions and comments; organize workspaces; upload and manage files; or integrate protocols.io functionality into workflows. Applicable for protocol discovery, collaborative protocol development, experiment tracking, lab protocol management, and scientific documentation.

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Clinical Decision Support · timlai666 bundle
Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.

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Exploratory Data Analysis · timlai666 bundle
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.

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Metabolomics Workbench Database · timlai666 bundle
Access NIH Metabolomics Workbench via REST API (4,200+ studies). Query metabolites, RefMet nomenclature, MS/NMR data, m/z searches, study metadata, for metabolomics and biomarker discovery.

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Modal · timlai666 bundle
Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.

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Pymoo · timlai666 bundle
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint handling, benchmarks (ZDT, DTLZ), for engineering design and optimization problems.

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258 published skills · page 1 of 3