luokai0
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- ▌ N2 Free Search · luokai0 bundleFree, unlimited web search for AI agents via SearXNG — no API keys needed.
- ▌ Materials CLI · luokai0 bundleRender JSON schemas to images and generate schemas from prompts using declare-render and AI.
- ▌ Github Intel · luokai0 bundleAnalyze any GitHub repository in AI-friendly format. Convert entire repos to single markdown documents, generate architecture diagrams with Mermaid, inspect structure trees, language breakdowns, and recent activity. Includes GitHub URL tricks, API shortcuts, and advanced search techniques. Read-only analysis — never executes code from repositories. Built for AI agents — Python stdlib only, no dependencies. Use for repository analysis, code architecture review, open source research, GitHub intelligence, repo documentation, and codebase understanding.
- ▌ AWS Ecs Monitor · luokai0 bundleAWS ECS production health monitoring with CloudWatch log analysis — monitors ECS service health, ALB targets, SSL certificates, and provides deep CloudWatch log analysis for error categorization, restart detection, and production alerts.
- ▌ Cloud Architect 2 · luokai0 bundleUse when designing cloud architectures, planning migrations, or optimizing multi-cloud deployments. Invoke for Well-Architected Framework, cost optimization, disaster recovery, landing zones, security architecture, serverless design.
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- ▌ General Writing · luokai0 bundleYou are a professional writer, skilled in writing all kinds of materials. Markdown is the exclusive format for your writing outputs.rrent user query.The other paragraphs are JSON object containing a list of research sources.## General Instructions You must use references and sources to support your arguments, but all cited literature or materials must appear in logically relevant parts of the t...
- ▌ Create Pr 2 · luokai0 bundleUse this skill when the user asks to create a PR, open a pull request, "create-pr", "submit a pull request", or "open a merge request". Requires Gitee MCP Server to be configured.
- ▌ Github Analyzer · luokai0 bundle输入项目想法或 GitHub 链接,自动搜索相关开源项目,生成结构化分析报告(技术栈/优缺点/评分), 并可下载评分最高的前3名代码包。支持意图搜索和直链分析两种模式。
- ▌ Gmail Summarize · luokai0 bundleFetch recent unread Gmail (yesterday + today) and send a digest to the user.
- ▌ Internet Search · luokai0 bundleHow to use the internet_search tool effectively — category routing, query formulation, and multi-search strategies. Use whenever web search is needed: current events, research papers, community opinions, or any information beyond training knowledge.
- ▌ API Credits Lite · luokai0 bundleDisplay API credit balances for 5 core providers (Anthropic, OpenAI, OpenRouter, Mistral, Groq) with video game style health bars. API auto-checks and manual sync.
- ▌ Apple Mail Macos · luokai0 bundleUse local CLI to manage Gmail, Outlook, iCloud, Yahoo, Fastmail, and other mail accounts synced in Apple Mail on macOS, without APIs or OAuth.
- ▌ Create Skill 2 · luokai0 bundleCreate a new skill through a guided conversation. Use when a user wants help authoring a skill from scratch, choosing between quick or full guidance, analyzing documentation to extract behavior patterns, generating a functional skill with proper workflow, and explaining how to make the new skill take effect.
- ▌ Create Test Pool · luokai0 bundleDeploy a custom Uniswap pool on the local testnet with configurable parameters. Create pools with specific conditions (thin liquidity, wide spreads, exact tick ranges) to test agent behavior under controlled scenarios. Requires a running local testnet.
- ▌ Csharp Developer 2 · luokai0 bundleUse when building C# applications with .NET 8+, ASP.NET Core APIs, or Blazor web apps. Invoke for Entity Framework Core, minimal APIs, async patterns, CQRS with MediatR.
- ▌ Data Analyst 2 · luokai0 bundleComplete the data analysis tasks delegated by the user.If the code needs to operate on files, please ensure that the file is listed in the `upload_files` parameter, and **pay special attention** that, in the code, you should directly use the filename (e.g., `open('data.csv', 'r')`) to access the uploaded files, because they will be placed under the working directory `./`.
- ▌ Database Manager · luokai0 bundlePlan, operate, and recover relational databases with schema governance, safe migrations, backup drills, and incident response playbooks.
- ▌ Email Management · luokai0 bundleTriage inbox email, draft clear replies, and manage follow-ups with priority routing, commitment tracking, and reusable templates.
- ▌ File Compression · luokai0 bundleCompress files to reduce storage and transfer size. Use this skill when users ask to shrink PDFs or images, optimize upload/share size, or balance quality and size. Supports PDF compression and image compression with Python-first workflows plus Node.js fallback when Python dependencies are unavailable.
- ▌ Github AI Trends · luokai0 bundleGenerate GitHub AI trending project reports as formatted text leaderboards. Fetches top-starred AI/ML/LLM repos by daily, weekly, or monthly period and renders a styled leaderboard. Use when the user asks for AI project trends, GitHub trending, AI leaderboard, or wants to see popular AI repos.
- ▌ P3c Code Quality · luokai0 bundle执行代码质量检查测试,基于阿里巴巴 P3C 规范对代码进行全面检查,包括命名规范、异常处理、并发安全、数据库规范、OOP 规范、安全规约和单元测试规范。Invoke when user needs to verify code quality against P3C standards.
- ▌ Test Upload 2026 · luokai0 bundleTest upload skill for validating the clawhub publish workflow with meaningful content.
- ▌ Ue Build Package · luokai0 bundleCompile and package Unreal Engine projects. Use when: (1) Building UE project from command line, (2) Packaging for distribution (Android/iOS/Windows), (3) Running Cook, (4) Building SLN in Rider/VS, (5) Generating pak files, (6) Running UE editor commands, (7) Checking build progress
- ▌ Rate Limiting · luokai0 bundleRate limiting algorithms, implementation strategies, HTTP conventions, tiered limits, distributed patterns, and client-side handling. Use when protecting APIs from abuse, implementing usage tiers, or configuring gateway-level throttling.
- ▌ Copywriter Litiao · luokai0 bundleWrite compelling UX copy, marketing content, and product messaging. Use when writing button labels, error messages, landing pages, emails, CTAs, empty states, tooltips, or any user-facing text.
- ▌ Data Source Audit · luokai0 bundleComprehensive audit of all construction data sources and systems. Map data flows, identify silos, assess quality, and create integration roadmap.
- ▌ Google Web Search · luokai0 bundleEnables grounded question answering by automatically executing the Google Search tool within Gemini models. Use when the required information is recent (post knowledge cutoff) or requires verifiable citation.
- ▌ Github 2 · luokai0 bundleInteract with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
- ▌ AI News Collector · luokai0 bundleAI 新闻聚合与热度排序工具。当用户询问 AI 领域最新动态时触发,如:"今天有什么 AI 新闻?""总结一下这周的 AI 动态""最近有什么火的 AI 产品?""AI 圈最近在讨论什么?"。覆盖:新产品发布、研究论文、行业动态、融资新闻、开源项目更新、社区病毒传播现象、AI 工具/Agent 热门项目。输出中文摘要列表,按热度排序,附带原文链接。
- ▌ Error Handling · luokai0 bundleError handling patterns across languages and layers — operational vs programmer errors, retry strategies, circuit breakers, error boundaries, HTTP responses, graceful degradation, and structured logging. Use when designing error strategies, building resilient APIs, or reviewing error management.
- ▌ Baidu Search 2 · luokai0 bundleSearch the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.
- ▌ Data Quality Check · luokai0 bundleAssess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.
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- ▌ API Endpoint Tester · luokai0 bundleCLI tool to test REST API endpoints with various HTTP methods, headers, and payloads.
- ▌ Code Patent Scanner · luokai0 bundleScan your codebase for distinctive patterns — get structured scoring and evidence for patent consultation. NOT legal advice.
- ▌ Code Planning Agent · luokai0 bundleCreate comprehensive implementation plans for software projects. The agent produces structured plans including phases, steps, dependencies, verification methods, and assumptions.
- ▌ Data Model Designer · luokai0 bundleDesign data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.
- ▌ Database Migrations · luokai0 bundleSafe, zero-downtime database migration strategies — schema evolution, rollback planning, data migration, tooling, and anti-pattern avoidance for production systems. Use when planning schema changes, writing migrations, or reviewing migration safety.
- ▌ Desearch Web Search · luokai0 bundleSearch the web and get real-time SERP-style results with titles, URLs, and snippets. Use this for general web queries when you need current links and information from across the internet.
- ▌ Doro Git Essentials · luokai0 bundleEssential Git commands and workflows for version control, branching, and collaboration.
- ▌ Feishu File Sender · luokai0 bundleSend files via Feishu channel using message tool with filePath parameter.
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- ▌ Tavily Search · luokai0 bundleWeb search using Tavily's LLM-optimized API. Returns relevant results with content snippets, scores, and metadata.
- ▌ Apitester Agent Driven API Testing · luokai0 bundleTest API endpoints and document responses. Define tests in plain English, run them, get formatted results. Agent-driven Postman alternative.
- ▌ Web Content Fetcher · luokai0 bundle网页内容获取工具 | 当常规爬虫被过滤时,使用替代服务获取网页内容。支持:1) r.jina.ai - 最稳定 2) markdown.new - Cloudflare 专用 3) defuddle.md - 备用方案。触发词:获取网页内容、网页转markdown、内容抓取、fetch webpage、bypass cloudflare
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- ▌ Xiaohongshu Writing · luokai0 bundle小红书爆款内容写作助手,帮助生成高点击率、**像人写**的笔记。包含去AI味检查、7种标题公式、5种开头模板、3种结尾模板、SEO优化。Use when user wants to write XiaoHongShu content, generate viral post titles, or needs help with RedNote writing. Trigger on: 写小红书笔记、小红书文案、爆款标题、种草笔记、学习日记、干货分享。
- ▌ Android 3d Development · luokai0 bundleHelp build and optimize 3D games and interactive experiences on Android, using engines and frameworks such as Unity, Unreal, or OpenGL/ Vulkan.
- ▌ Code Analysis · luokai0 bundleThis skill should be used when the user needs to analyze Git repositories, compare developer commit patterns, work habits, development efficiency, code style, code quality, and slacking behaviors. It generates honest, direct developer evaluations with scores, grades, strengths, weaknesses, and actionable suggestions. Trigger phrases include "analyze code", "analyze repository", "compare developers", "code quality report", "commit patterns", "developer efficiency", "developer evaluation", "slacking index", "摸鱼指数", "工作习惯分析", "代码分析", "研发效率", "代码质量", "开发者评估", "developer score".
- ▌ Copywriting · luokai0 bundleWrite persuasive, high-converting copy for any format — ads, landing pages, emails, sales pages, headlines, product descriptions, CTAs, and social posts. Applies professional copywriting SOPs including avatar/ICP development, Voice of Customer research, Eugene Schwartz's 5 Stages of Awareness, AIDA, PAS, BAB, FAB frameworks, the TIMER offer framework, readability rules (Grade 6, ≤14 words/sentence), psychological triggers (scarcity, social proof, loss aversion, reciprocity), and the 4 C's quality checklist. Use when a user asks to write, improve, rewrite, or review any marketing or sales copy.
- ▌ Web Search 3 · luokai0 bundleSearch the web for real-time information using DashScope Qwen. Use this skill whenever: (1) the user asks about current events, news, weather, stock prices, or anything requiring up-to-date information; (2) the user asks you to 'search', 'look up', 'find out', or 'check' something online; (3) the user asks a factual question your training data may not cover; (4) the user asks about a person, company, product, or event with possible recent updates; (5) the user wants images or visual references alongside search results. Activate proactively — you CAN search the web via this script.
- ▌ Data Lineage Tracker · luokai0 bundleTrack data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.
- ▌ Data Type Classifier · luokai0 bundleClassify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appropriate storage/processing methods
- ▌ Data Visualization · luokai0 bundleData visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs, dashboards, reports, presentations, infographics, data stories. Triggers: data visualization, chart, graph, data chart, bar chart, line chart, scatter plot, data viz, visualization, dashboard chart, infographic data, data presentation, chart design, plot, heatmap, pie chart alternative
- ▌ Expo Appstore Deploy · luokai0 bundleDeploy Expo/React Native apps to Apple App Store and Google Play Store using EAS Build + Submit. Use when building iOS/Android production builds, submitting to app stores, managing certificates/provisioning profiles, or troubleshooting EAS build failures. Triggers on app store deploy, EAS build, production build, submit to store.
- ▌ File Organizer Skill · luokai0 bundleOrganize files in directories by grouping them into folders based on their extensions or date. Includes Dry-Run, Recursive, and Undo capabilities.
- ▌ Flutter Architecture · luokai0 bundleFlutter 四层组件化 + MVVM 项目架构规范。适用于 Flutter 项目开发、新模块创建、目录结构设计、代码评审、架构对齐。支持在项目中直接创建/搭建整套 MVVM+组件化目录结构。
- ▌ Create Release · luokai0 bundleUse this skill when the user asks to publish a release, create a release, "create release", "create-release", "tag a release", or generate a changelog. Requires Gitee MCP Server to be configured.
- ▌ Github Image Hosting · luokai0 bundleUpload images to img402.dev for embedding in GitHub PRs, issues, and comments. Images under 1MB are uploaded free (no payment, no auth) and persist for 7 days. Use when the agent needs to share an image in a GitHub context — screenshots, mockups, diagrams, or any visual. Triggers: "screenshot this", "attach an image", "add a screenshot to the PR", "upload this mockup", or any task producing an image for GitHub.
- ▌ Google Serper Search · luokai0 bundleThis skill should be used when the user asks to "search the web", "search for information", "find information online", "search Google", "search for images", "find pictures", or requests any web search or image search functionality.
- ▌ Tavily Search Litiao · luokai0 bundleAI-optimized web search via Tavily API. Returns concise, relevant results for AI agents.
- ▌ Afrexai API Architect · luokai0 bundleDesign, build, test, document, and secure production-grade APIs. Covers the full lifecycle from schema design through deployment, monitoring, and versioning. Use when designing new APIs, reviewing existing ones, generating OpenAPI specs, building test suites, or debugging production issues.
- ▌ Baidu Map Android Sdk · luokai0 bundle百度地图 Android SDK 集成与开发规范。覆盖地图展示、MapView/BaiduMap 生命周期、定位、标注与覆盖物、POI 检索、路线规划、步骑行导航;输出符合隐私与 AK 配置的 Android 地图方案。在开发 Android 地图应用、集成百度地图 SDK、MapView、路线规划、POI、导航时使用。
- ▌ Code Patent Validator · luokai0 bundleTurn your code scan findings into search queries — research existing implementations before consulting an attorney. NOT legal advice.
- ▌ Data Anomaly Detector · luokai0 bundleDetect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.
- ▌ Flutter Hive Database · luokai0 bundle在 Flutter 项目中封装 Hive 本地数据库服务,遵循 Repository 模式和 MVVM 架构。当用户需要使用 Hive 数据库、本地持久化存储、离线数据缓存、或提到 hive、本地数据库、数据持久化时使用。支持三种独立模式:创建数据服务、创建数据库操作、创建数据模型并自动注入 CRUD。
- ▌ File Organizer 2 · luokai0 bundleFile organization and batch operations for workspace management. Use when organizing files for: (1) Moving files to correct directories, (2) Batch renaming (patterns, numbering, dates), (3) Creating directory structures, (4) Organizing by type/extension, (5) Cleaning scattered files, (6) Project scaffolding, or (7) Restructuring project layouts.
- ▌ Web Search 4 · luokai0 bundle使用无头浏览器通过多个搜索引擎搜索内容。用于当用户需要搜索最新新闻、时事、股票信息或其他需要实时网络数据的内容时。支持百度、Bing、360、Sogou、微信、今日头条、谷歌等国内外搜索引擎。
- ▌ Agent Protocol · luokai0 bundleInter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, and response formats. Use when C-suite agents need to query each other, coordinate cross-functional analysis, or run board meetings with multiple agent roles.
- ▌ Chinese AI Agent Guide · luokai0 bundle中文 AI 代理最佳实践指南 - 针对中文互联网环境优化的 AI 行为准则,新增主流社交平台(小红书/即刻/微信)深度适配。
- ▌ Meetling Default · luokai0 bundleDefault video conferences via Meetling. Instant calls always use /m/ rooms + share payload for Claw default sending. Scheduled calls return link + email invite template. Secure contacts loading (no env-controlled file paths).
- ▌ Doro Docker Essentials · luokai0 bundleEssential Docker commands and workflows for container management, image operations, and debugging.
- ▌ Weather · luokai0Get current weather and forecasts via wttr.in or Open-Meteo. Use when: user asks about weather, temperature, or forecasts for any location. NOT for: historical weather data, severe weather alerts, or detailed meteorological analysis. No API key needed.
- ▌ Data Evolution Analysis · luokai0 bundleAnalyze data evolution patterns in construction organizations. Assess digital maturity and data strategy for construction companies
- ▌ Git Federation Searcher · luokai0 bundleSearch across multiple self-hosted Git instances including Gitea, Forgejo, GitLab, and Codeberg. Aggregates search results from Codeberg.org, Gitea.com, OpenDev, NotABug, and Gitdab. Supports API-based search with fallback to web search via SearXNG. Allows adding custom private instances with API token support.
- ▌ Google Search 2 · luokai0 bundleGoogle web search via Gemini Search Grounding (primary) and Custom Search JSON API (fallback). Use for: (1) Synthesized answers with citations (grounded search), (2) Raw link results with snippets, (3) Image search. Excellent Hebrew support. Preferred over built-in web_search (Perplexity).
- ▌ Afrexai React Production · luokai0 bundleComplete methodology for building production-grade React applications with architecture decisions, component design, state management, performance optimization, testing, and deployment.
- ▌ Alicloud Network Dns CLI · luokai0 bundleAlibaba Cloud DNS (Alidns) CLI skill. Use to query, add, and update DNS records via aliyun-cli, including CNAME setup for Function Compute custom domains.
- ▌ Evolution Drift Detector · luokai0 bundleHelps detect when AI agent skills silently mutate across inheritance chains. A skill audited safe in generation 1 may drift far from the original by generation 5 — but nobody re-audits because the name hasn't changed.
- ▌ Flexible Database Design · luokai0 bundleGuide agents and users to design and implement a "flexible database" on SQLite that can handle semi-structured, multi-source data. Typical scenarios: personal knowledge base, PDF/report archive, policy tracking, fragmented notes, custom form/questionnaire fields, multi-source data aggregation, event logging. When the user says things like "I want to build a knowledge base", "archive PDF reports", "search within report content", "collect policies or scattered information", this skill provides the end-to-end workflow. It includes: design principles, a three-layer model, agent workflows, schema templates, and reference Python scripts.
- ▌ Github Pages Auto Deploy · luokai0 bundleAuto-deploy websites to GitHub Pages with custom domain support
- ▌ Sovereign Test Generator · luokai0 bundleAnalyzes codebases and generates comprehensive test suites. Unit tests, integration tests, edge cases, mocking strategies. Supports JavaScript/TypeScript (Jest, Vitest), Python (pytest), Go, and Rust.
- ▌ Googlebigquery Automation · luokai0Automate Google BigQuery tasks via Rube MCP (Composio): run SQL queries, explore datasets and metadata, execute MBQL queries via Metabase integration. Always search tools first for current schemas.
- ▌ Workspace Google Calendar · luokai0Interact with Google Calendar - list calendars, view events, create/update/delete events, and find free time. Use when user asks to: check calendar, schedule a meeting, create an event, find available time, list upcoming events, delete or update a calendar event, or respond to meeting invitations. Lightweight alternative to full Google Workspace MCP server with standalone OAuth authentication.
- ▌ Zoho Inventory Automation · luokai0Automate Zoho Inventory tasks via Rube MCP (Composio): items, orders, warehouses, shipments, and stock management. Always search tools first for current schemas.
- ▌ Oc Alibaba Supplier Outreach · luokai0Find Alibaba suppliers via LaunchFast, contact them with optimized outreach messages, check their replies.
- ▌ Oc Sentiment Priority Scorer · luokai0Score normalized real-estate leads using sentiment, urgency, intent, recency, and record type to produce.
- ▌ Sprint Planning Session · luokai0 bundleTakes a sprint's planned work (from a release plan, ticket board, or verbal list) and produces a structured Sprint Planning Session document. Normalizes any ticket format, groups work into logical areas, validates against the sprint goal, runs guardrails, and generates a document that gives the team clarity on what they're building, why, and what 'done' looks like. Use when asked to: create a sprint planning doc, plan a sprint, organize sprint tickets, write a sprint kickoff document, or prepare for sprint planning.
- ▌ Sprint Progress Tracker · luokai0 bundleCreates a snapshot of where the sprint stands — planned vs actual. Surfaces risks early. Feeds data into the sprint review and next sprint planning. Use when asked to: check sprint progress, mid-sprint check, close out the sprint, what's the sprint status, or generate a progress report.
- ▌ Sprint Review Generator · luokai0 bundleCreates a sprint review document for the sprint demo. Stakeholder-facing artifact answering: What did we build? Did we hit our goal? What did we learn? What's next? Serves two audiences: stakeholders (top sections, jargon-free) and team/PM (full detail). Use when asked to: create a sprint review, prepare the sprint demo doc, write the sprint review, or summarize what we shipped.
- ▌ Domain Driven Design · luokai0Expert-level Domain-Driven Design (DDD). Use when applying DDD principles, identifying bounded contexts, aggregates, entities, value objects, domain events, repositories, application services, or ubiquitous language. Also use when the user mentions 'bounded context', 'aggregate', 'value object', 'domain event', 'ubiquitous language', 'context map', 'DDD', 'domain model', or 'aggregate root'.
- ▌ Wave Accounting Automation · luokai0Automate Wave Accounting tasks via Rube MCP (Composio): invoices, customers, payments, and small business accounting. Always search tools first for current schemas.
- ▌ Oc Dellight Content Marketing · luokai0CMO reports to CRO (Reign), dotted line to CEO (Arthur Dell).
- ▌ Binance Tokenized Securities Info · luokai0Query Ondo tokenized US stock data on Binance Web3. Covers: supported stock token list, RWA metadata (company info, attestation reports), market and per-asset trading status (with corporate action codes for earnings, dividends, splits), real-time on-chain data (token price, holders, circulating supply, market cap), US stock fundamentals (P/E, dividend yield, 52-week range), and token K-Line/candlestick charts. Use this skill when users ask about: - Tokenized stock price, holders, or on-chain data for specific tickers - Whether a stock token is tradable, paused, or halted - Ondo RWA token list or which US stocks are available on-chain - Corporate actions affecting a token (dividends, stock splits, earnings halt) - Stock token K-Line or candlestick chart data - Comparing on-chain token price vs US stock price NOT for general crypto tokens (BTC, ETH, SOL, etc.) — use query-token-info for those.
- ▌ Identify Assumptions · luokai0Identify and structure risky assumptions for a feature using multi-perspective analysis (PM, Designer, Engineer) across four risk areas (Value, Usability, Viability, Feasibility). Outputs assumptions in structured format with STATUS, VALIDATE WITH, BY WHEN, and RISK IF WRONG — consistent with the transcript-to-meeting-notes assumption format. Use when stress-testing a feature idea, preparing for stakeholder review, or running assumptions analysis as part of a requirements pipeline.
- ▌ Customaize Agent Apply Anthropic Skill Best Practices · luokai0Comprehensive guide for skill development based on Anthropic's official best practices - use for complex skills requiring detailed structure
- ▌ Google Classroom Automation · luokai0Automate Google Classroom tasks via Rube MCP (Composio): course management, assignments, student rosters, and announcements. Always search tools first for current schemas.
- ▌ Generate Requirements · luokai0 bundleGenerates Feature Requirements documentation from any combination of inputs -- PRDs, design files/Figma URLs, meeting transcripts, or verbal descriptions. Focuses exclusively on requirements; API contracts and system flows are generated separately after requirements are finalized. Runs in Quick mode (3 contexts, ~15 min) for MVPs/small features or Comprehensive mode (6 contexts, ~30 min) for production/complex features. Use when asked to: generate requirements, write a feature spec, create a PRD, or document a feature.
- ▌ Requirements Pipeline · luokai0 bundleA 9-stage discovery and analysis pipeline that takes messy, early-stage inputs — rough ideas, transcripts, designs, legal docs, hypotheses — and produces a production-ready requirements document. Handles brainstorming, scenario mapping, assumption analysis, user flows, and risk analysis with mandatory human checkpoints. Calls complementary skills at each stage. Use when asked to: run the requirements pipeline, build requirements from scratch, start from rough ideas or a transcript, or work through a feature from discovery to requirements.