majiayu000
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- ▌ Fluidsim · majiayu000 bundleFramework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations including Navier-Stokes equations (2D/3D), shallow water equations, stratified flows, or when analyzing turbulence, vortex dynamics, or geophysical flows. Provides pseudospectral methods with FFT, HPC support, and comprehensive output analysis.
- ▌ Genlayer · majiayu000 bundleGenLayer is a decentralized protocol where multiple LLMs reach consensus on complex tasks and decisions—the first AI-native blockchain.
- ▌ Gpl Agpl · majiayu000 bundlePrüft GPL/AGPL-Pflichten, Copyleft-Auslöser, Source-Angebot, Netzwerkinteraktion und SaaS-Sonderrisiken: eigenständiges Prüffeld mit Norm-/Quellencheck, Risikoampel und verwertbarem Output.
- ▌ Kb Lemmy · majiayu000 bundleBackground knowledge about Lemmy, the federated link aggregation and discussion platform (Reddit alternative). Covers Lemmy's fundamental architectural decision of Communities as Group actors that automatically Announce all content to followers, the ActivityPub object type mappings (Post as Page with mandatory title, Comment as Note with inReplyTo tree, Community as Group, User as Person, Instance as Application, Private Message as ChatMessage), voting via Like/Dislike activities (unique first-class downvotes unlike most Fediverse platforms), ranking algorithms (Active, Hot, Scaled, Top), the full activity reference (Create/Update/Delete for posts and comments, Follow/Accept for community subscription, Remove/Block/Lock for moderation, Flag for reporting, Announce for community relay), federation modes (allowlist, blocklist, open), custom namespace extensions (stickied, distinguished, commentsEnabled, postingRestrictedToMods), the Lemmy JSON-LD context (join-lemmy.org/context.json), the REST API v3 with JWT a
- ▌ Kb Loops · majiayu000 bundleBackground knowledge about Loops, the federated short-form video sharing platform (TikTok/Vine alternative for the Fediverse). Covers the key federation design decision of using Note objects with video attachments instead of Video objects for maximum cross-platform compatibility, the instance actor and shared inbox implementation, HTTP Signatures with SHA-256 digests, WebFinger discovery, the graph-walking comment validator (rejects top-level Notes, creates Comment and CommentReply objects), cross-platform interactions (follow, comment, like, Announce across Mastodon/Pixelfed/PeerTube), the tech stack (Laravel/PHP, Vue 3, Tailwind, Expo/React Native mobile), features (vertical swipe feed, For You algorithm, duets, 3-minute videos, playlists, threaded comments), the relationship to Pixelfed and creator Daniel Supernault, federation beta status, and comparison with PeerTube (Note vs Video object types, short-form vs long-form). Load when the user asks about Loops; how short-form video federates in the Fediverse
- ▌ Postlauf · majiayu000 bundleFührt den täglichen Postlauf ideal um 11 Uhr. Prüft neue Eingänge beA-Journal Fristen Action-Items nicht zugeordnete Akten Versandbedarf EB und Rückfragen. Erstellt ein Postlauf-Journal und übergibt an Akten Fristen Output Zeit und Rechnung im Kanzlei Allgemein: prüft konkret die einschlägigen Tatbestandsmerkmale, Fristen, Belege und Rechtsprechung. Liefert priorisierten Output mit Norm-Pinpoints, Risikoampel und nächstem Arbeitsschritt.
- ▌ Standard · majiayu000 bundleStandard: Behörden-, Gerichts- oder Registerweg im NDA-Abgleich: 1. Welche Rolle hat die fragende Person und wer ist Gegenüber? 2. Welches konkrete Ziel soll erreicht oder verhindert werden? 3. Welche Frist, Zustellung, Schwelle, Zahlung, Sanktion oder Verfahrensstufe ist kritisch? 4. Welche Dokumente, Registerauszüge, Bescheide, Verträge, Tabellen, Screenshots oder Nachrichten belegen den Punkt? 5.
- ▌ Striplog · majiayu000 bundleCreate, visualize, and analyze lithological and stratigraphic logs for well data. Use when Claude needs to: (1) Create lithology columns from depth intervals, (2) Parse geological descriptions into structured logs, (3) Visualize stratigraphic columns with patterns and colors, (4) Perform well-to-well correlations, (5) Extract statistics like net-to-gross ratios, (6) Define rock type lexicons and legends, (7) Export lithology data to CSV/LAS/JSON.
- ▌ Tempo Jl · majiayu000 bundleTempo.jl for efficient astronomical time representations and transformations between timescales. Use when working with Epoch types, converting between timescales (TDB, TT, UTC, TAI, UT1), or defining custom timescales.
- ▌ Toolcrib · majiayu000 bundleTool inventory management for MNMUK machine shop. Tracks tooling, inserts, consumables with reorder points and usage. USE WHEN user asks 'tool inventory', 'what inserts', 'reorder', 'tool crib', 'do we have', 'tooling cost', or 'tool usage'.
- ▌ Wpig Zag · majiayu000 bundleWpig ZAG im Plugin Regulatorisches Recht: fachlicher Arbeitsgang mit Prüffeldwahl, Norm-/Quellencheck, Risikoampel und verwertbarem Output.
- ▌ Xuanzang · majiayu000 bundleUse when user asks about 唯识, 法相宗, 阿赖耶识, 末那识, 三性, 遍计所执, 依他起, 圆成实, 五位百法, 因明, 转识成智, 种子, 熏习, 瑜伽师地论, 成唯识论, or wants teaching in 玄奘法师 Xuanzang's voice. Triggers include phrases like "唯识"、"法相"、"玄奘"、"阿赖耶"、"末那"、"三性"、"百法"、"因明"、"转识成智"、"种子"、"遍计所执"、"依他起"、"圆成实"、"五种不翻"、"唯识三十颂"、"瑜伽"、"慈恩" — invoke whenever user's question touches Yogācāra/Vijñānavāda doctrine, even without explicit request.
- ▌ Yinguang · majiayu000 bundleUse when user asks about 印光大师, 净土, 念佛, 持名念佛, 十念法, 摄耳谛听, 老实念佛, 信愿行, 带业往生, 仗佛慈力, 自力他力, 竖出横超, 往生, 极乐, 阿弥陀佛, 净土三经, 敦伦尽分, 闲邪存诚, 因果报应, 文钞, 一函遍复, or wants teaching in 印光大师 Yinguang's voice. Triggers include "印光"、"文钞"、"老实念佛"、"信愿行"、"带业往生"、"仗佛慈力"、"横超竖出"、"都摄六根"、"净念相继"、"敦伦尽分"、"闲邪存诚"、"因果"、"十念法"、"摄耳谛听"、"一函遍复"、"净土三经"、"往生" — invoke whenever user's question touches Pure Land practice, Amitabha recitation, or faith-vow-practice, even without explicit request.
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- ▌ Auto Farm · majiayu000 bundle自動農場の構築と運用。小麦・サトウキビ・カボチャ・スイカの農場を作って食料を自動生産。 Use when: 食料の安定供給が必要、農場を作りたい、小麦を育てたい、パンを焼きたい、食料不足を根本解決したい時。
- ▌ Dojo Init · majiayu000 bundleInitialize new Dojo projects with proper directory structure, configuration files, and dependencies. Use when starting a new Dojo game project or setting up the initial project structure.
- ▌ Game Feel Polish · majiayu000 bundleUse this skill for "game feel", "juice", "polish", "screen shake", "hit pause", "hitstop", "particles", "impact", "feedback", "responsiveness", making gameplay feel satisfying. **Load references when:** - Advanced techniques → `references/advanced-techniques.md` All code MUST be deterministic for rollback netcode compatibility.
- ▌ Luckperms · majiayu000 bundleLuckPerms - Minecraft permission plugin for managing permissions, groups, and user access
- ▌ Unity Ecs · majiayu000 bundleUnity DOTS/ECS skill for data-oriented design, jobs system, burst compiler optimization, and high-performance gameplay systems.
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- ▌ Meshy · majiayu000 bundleGenerate 3D models from text or images via 5 providers: Meshy (text-to-3D, texturing, batch), fal.ai Hunyuan3D Pro ($0.225, PBR), WaveSpeedAI Rapid ($0.0225, bulk), Trellis 2 (poly control), and Local Depth (free offline ONNX depth maps + mesh). Includes GLB viewer. Triggers on 3D model, image to 3D, GLB, depth map, text to 3D, texturing, 3D asset, Meshy, Hunyuan.
- ▌ Speak · majiayu000 bundleText-to-speech using Kokoro local TTS. Use when the user wants to convert text to audio, read aloud, or generate speech.
- ▌ Ares · majiayu000 bundleUse when working with the Ares web scraper — an LLM-powered Rust tool that extracts structured data from websites using JSON Schemas. Covers library usage, CLI commands, REST API, schema creation, adding custom fetchers/cleaners/extractors, deployment, and contributing to the Ares codebase.
- ▌ Fund · majiayu000 bundleAdd money to the wallet. Use when you or the user want to fund, deposit, top up, load, buy USDC, add funds, onramp, or get USDC. Also use when the wallet has insufficient balance for a send or trade operation, or when someone asks "how do I get USDC?"
- ▌ Glam · majiayu000 bundleSolana vault management via GLAM Protocol. Triggers: glam, glam-cli, glam-sdk, vault create/manage, tokenized vault, share class, DeFi vault, treasury, asset management, access control, delegate permissions, Jupiter swap, Drift perpetuals/spot/vaults, Kamino lending/borrow/vaults/farms, staking (Marinade/native/SPL/Sanctum/LST), cross-chain USDC (CCTP), timelock, subscription/redemption, NAV pricing, token transfer. Supports CLI and TypeScript SDK.
- ▌ Hs58 · majiayu000 bundleMCP server for the DRAIN payment protocol. Agents discover service providers, open USDC payment channels on Polygon, and call any service — LLM, scraping, image generation, VPN, and more. Pay per use, no API keys, no subscriptions.
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- ▌ Pane MCP · majiayu000 bundleAccess personal finance data (bank accounts, transactions, balances, spending, investments, crypto) via Pane's hosted MCP server using mcporter. Requires a Pane account and API key.
- ▌ Veil · majiayu000 bundlePrivacy and shielded transactions on Base via Veil Cash - ZK-based anonymous transfers
- ▌ Xero · majiayu000 bundleXero Accounting API integration skill. Helps with OAuth2 authentication setup, invoice management, contact management, and accounting operations. Provides guidance on rate limits, token refresh, and API best practices.
- ▌ Google Ads Assets · majiayu000 bundlePlan, validate, and safely publish Google Ads assets, including sitelinks, callouts, structured snippets, image assets, and Performance Max asset briefs. Use when asked for Google Ads assets, ad extensions, sitelinks, callouts, snippets, image assets, Performance Max assets, PMax creative, or an asset audit.
- ▌ Lp SEO · majiayu000 bundleS6B phased SEO strategy skill - keyword research, content clustering, SERP analysis, technical audit, and snippet optimization for any business
- ▌ Meta Ads · majiayu000 bundleManage Meta Ads (Facebook + Instagram) — performance, ROAS, CPM, frequency, audience overlap, learning phase, creative fatigue, budgets, ad sets, campaigns, ads. Use for any mention of Meta Ads, Facebook Ads, Instagram Ads, ROAS, CPM, ad spend, or campaign settings on Meta.
- ▌ Vision · majiayu000 bundleAnalyzes and processes images using Claude's vision capabilities. Supports OCR, image classification, diagram comparison, chart analysis, visual Q&A, and more. Use when users need to understand, extract, or analyze visual content.
- ▌ A11Y Audit · majiayu000 bundleThis skill should be used when the user asks to "check accessibility", "audit WCAG compliance", "scan HTML for a11y issues", "check color contrast", or "find accessibility violations in web pages".
- ▌ Add Native · majiayu000 bundlePublic entry point for native device capabilities and native controls — camera, image picker, barcode/QR scanner, document picker, file picker, secure storage, file system, sharing, PDF generation/viewing, pen/signature capture, background GPS/geolocation tracking, or supported local file workflows — in a Power Apps mobile app. Also owns routing to internal camera/PDF/pen/geolocation implementation helpers and the guidance boundary between native wrappers and Dataverse File/Image host controls.
- ▌ Agent Spec · majiayu000 bundleSpecify an autonomous or tool-using AI agent before building it. Use when asked to design an AI agent, define an agent's tools and guardrails, scope what an agent is allowed to do, or write an agent spec/PRD. Produces an agent spec — goal & scope, tools with permissions, the control loop, guardrails & approval gates, memory, escalation/handoff, evaluation, and failure handling.
- ▌ Agent Team · majiayu000 bundle统一管理多智能体角色的团队协作框架,支持智能体动态组合、灵活协作和扩展新角色。智能体本质上是"角色定义",可以根据任务需求灵活组建团队,实现从会议决策到系统构建的完整能力。智能体角色明确分工:有干活的、有指挥的、有挑毛病的,能实时看到沟通过程,共享数据库记忆,确保上下文一致。
- ▌ AI Traffic · majiayu000 bundleUse when the user asks to "track AI traffic" or "track ChatGPT/Perplexity referrals"; isolates AI-assistant referral sessions in GA4/GSC/server logs and reports their trend, landing pages, and conversion vs organic. Not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-reporter. AI流量/AI引荐/ChatGPT流量/AI转化
- ▌ Anima Base · majiayu000 bundleAnime/illustration text-to-image (ANIMA 1.0, ~2B Cosmos DiT) — use for anime, manga, illustrated characters; accepts Danbooru tags + natural language; runs/trains on <6GB VRAM; includes anime inpainting via Anima-LLLite ControlNet
- ▌ Ascii Name · majiayu000 bundlePrint a name or word as large ASCII block letters. Use when the user runs /ascii-name, optionally followed by the text to render.
- ▌ Assimilate · majiayu000 bundleAssimilate an external methodology, harness, or specification into babysitter process definitions with skills and agents.
- ▌ Audit Flow · majiayu000 bundleInteractive system flow tracing across CODE, API, AUTH, DATA, NETWORK layers with SQLite persistence and Mermaid export. Use for security audits, compliance documentation, flow tracing, feature ideation, brainstorming, debugging, architecture reviews, or incident post-mortems. Triggers on audit, trace flow, document flow, security review, debug flow, brainstorm, architecture review, post-mortem, incident review.
- ▌ Bmad Prfaq · majiayu000 bundleWorking Backwards PRFAQ challenge that stress-tests a product concept customer-first. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.
- ▌ Bug Report · majiayu000 bundleWrite a clear, reproducible bug report that gets fixed fast. Use when asked to write a bug report, file a defect, report an issue, or turn 'it's broken' into an actionable ticket. Produces a structured report — a precise title, steps to reproduce, expected vs. actual, environment, severity/priority, and evidence — so a developer can reproduce and fix it without a back-and-forth.
- ▌ Build Flow · majiayu000 bundleAutonomously build a complete Power Automate flow from a description. Use when you need to generate a full flow definition and create it.
- ▌ Ca Cleanup · majiayu000 bundleFinish an already-merged branch — classify the leftover artifacts, return to a fast-forwarded default checkout, and delete the merged local branch. Every discard confirmed per item; ancestry proven, never assumed.
- ▌ Ca Feature · majiayu000 bundleStart a feature: brainstorm a spec, get it approved, then drive it test-first through the pipeline. The one entry to implementation.
- ▌ Ca Metrics · majiayu000 bundleRead-only 3-metric governance glance — override rate, small-lane rate, sprint low-confidence ratio — each with a trend arrow vs. the prior 20-commit window.
- ▌ Ca Preview · majiayu000 bundleZero-onboarding, read-only dry-run of the reviewer fleet against the current uncommitted diff. Predicts reviewers, runs the state-free secret scan, writes nothing.
- ▌ Ca Release · majiayu000 bundleCut a release the only sanctioned way — SemVer bump from the commit log, a CHANGELOG section, an annotated tag. The only path to a version tag.
- ▌ Ca Standup · majiayu000 bundleDaily repo hygiene — review the day's repo state, then perform the cleanups under per-action confirmation. Fast-forward only, never destructive without a yes.
- ▌ Can I Help · majiayu000 bundleRoute a contributor to concrete, data-backed contribution opportunities by collecting repository signals, asking for the contributor's stated interest, and returning file-level recommendations with rationale and first action. Use when the user asks "where can I help", "what can I contribute", "find a good first issue", "find contribution opportunities", or "what should I work on".
- ▌ Churn Risk · majiayu000 bundleAssess customer churn risk. Use when: churn scoring, at-risk segment identification, intervention playbook generation.
- ▌ Close Done · majiayu000 bundleUse when the user wants to batch-close resolved or outdated tracker items. Fetches item metadata, filters by evidence-backed criteria, and presents a prepared batch for the user to close manually. The agent never closes tracker items itself. Not for individual item closure or items still under active work.
- ▌ Perf Code Paths · majiayu000 bundleUse when mapping code paths, entrypoints, and likely hot files before profiling.
- ▌ Phx Codex Loop · majiayu000 bundleFix Elixir/Phoenix code until Codex CLI review comes back clean — bounded review, fix, verify loop before opening a PR. Use when codex is installed and you want an external cross-model critic on your changes before pushing.
- ▌ Cold Email · majiayu000 bundleWrite a cold sales/B2B outreach email that earns a reply. Use when asked to write a cold email, a sales outreach email, a prospecting email, or a cold email sequence to a business prospect. Produces a short, personalised email — subject, a relevant opener, one clear value-led ask, and a low-friction CTA — plus 2 follow-ups, written to be replied to, not deleted.
- ▌ Company Os · majiayu000 bundleMeta-framework for how a company runs -- the connective tissue between C-suite roles (EOS, Scaling Up, OKR-native). Use when setting up company operations, selecting a management framework, designing meeting rhythms, or implementing OKRs.
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- ▌ Craft Pest · majiayu000 bundleTesting Craft CMS 5 plugins and modules with Pest — test isolation, database safety, and the markhuot/craft-pest-core harness. ALWAYS load when writing, running, fixing, or reviewing tests for a Craft plugin or module, and whenever a suite touches a real Craft install. Covers why rollback is opt-in, tests/Pest.php + tests/bootstrap.php wiring, phpunit.xml.dist <env> pins (force the DB name and table prefix, default the connection coordinates so CI still connects), why --configuration= defeats DB isolation, installing the plugin under test, pinning the process timezone after app creation, per-test site fixtures, idempotent Install migrations, stale service caches when components get swapped, muting audit sinks, queue stubs, factories, HTTP/DB assertions, CI test jobs. Triggers on: Pest, pestphp, craft-pest-core, markhuot, RefreshesDatabase, InstallsCraft, tests/Pest.php, phpunit.xml.dist, vendor/bin/pest, composer test, ddev craft pest, db_test, CRAFT_DB_DATABASE, CRAFT_DB_TABLE_PREFIX, Entry::factory(), asser
- ▌ Cre Office · majiayu000 bundleCRE Office analysis suite - 8 specialist skills for U.S. office acquisitions, refinancings, lease-up, tenant credit, TI/LC underwriting, financing fit, and investment committee memo writing.
- ▌ Cycle Memo · majiayu000 bundleUse after a build, QA pass, demo, user complaint, or abandoned attempt when the next pass needs lessons rather than code. Writes an evidence-backed memo and next-cycle plan so a fresh agent can preserve working assets, reject failed patterns, and test the right gates first. Not for changelog extraction; not for session handoff — use handoff.
- ▌ Debug Flow · majiayu000 bundleDebug a failed Power Automate flow run. Use when a flow failed, has errors, or the user wants to troubleshoot a run.
- ▌ Deep Audit · majiayu000 bundleDeep consistency audit of the entire repository infrastructure. Launches 4 parallel specialist agents to find factual errors, code bugs, count mismatches, and cross-document inconsistencies. Then fixes all issues and loops until clean. Use when: after making broad changes, before releases, or when user says "audit", "find inconsistencies", "check everything".
- ▌ Deepspot M · majiayu000 bundleGenerate transcriptome-wide virtual spatial transcriptomics from H&E histology with DeepSpot-M. Use when you need spatial gene expression in log1p-CPM for 224x224 tiles at about 20x, want to query protein-coding genes by symbol instead of a fixed panel, or want to run prediction across a whole slide after tiling with histolab.
- ▌ Svg Drawing · majiayu000 bundleWhen creating vector artwork, illustrations, or SVG graphics for creative expression - provides iterative drawing workflow with visual feedback using render-svg tool
- ▌ Swan Design · majiayu000 bundleCraft elegant technical specifications with ASCII artistry, flow diagrams, and the Grove voice. The swan glides with purpose—vision first, then form, then perfection. Use when creating specs, reviewing documents, or transforming technical plans into storybook entries.
- ▌ Sway Config · majiayu000 bundleConfigures Sway window manager. Use when user asks about sway keybindings, window rules, outputs, inputs, workspaces, or any sway/i3 configuration.
- ▌ Swift Build · majiayu000 bundleSwiftプロジェクトのビルドとテストをXcodeコマンドラインで実行(iOS/macOS対応)。Use when: ビルド、テスト、xcodebuild、swift test を依頼された時。
- ▌ Swift Macos · majiayu000 bundleBuild macOS applications - AppKit, windows, menus, system integration, distribution
- ▌ Swift Style · majiayu000 bundleSwift code style conventions for clean, readable code. Use when writing Swift code to ensure consistent formatting, naming, organization, and idiomatic patterns.
- ▌ Swift Uikit · majiayu000 bundleMaster UIKit for iOS app development - views, view controllers, Auto Layout, table/collection views
- ▌ Switchboard · majiayu000 bundleComplete Switchboard Oracle Protocol SDK for Solana - the permissionless oracle solution for price feeds, on-demand data, VRF randomness, and real-time streaming via Surge. Covers TypeScript SDK, Rust integration, Oracle Quotes, and all Switchboard tools.
- ▌ Symbol Tree · majiayu000 bundleALWAYS USE FIRST when exploring, searching, or researching this codebase. Use symbol_tree MCP tool before grep/glob/read. Provides instant architecture overview, function relationships, and call graphs without reading full implementations.
- ▌ Symfony Ddd · majiayu000 bundleSymfony 7 with Hexagonal Architecture, Domain-Driven Design (DDD), and CQRS patterns. Use this skill when implementing backend features, creating entities, commands, queries, repositories, or working with bounded contexts.
- ▌ Synapse A2a · majiayu000 bundleThis skill provides comprehensive guidance for inter-agent communication using the Synapse A2A framework. Use this skill when sending messages to other agents, routing @agent patterns, understanding priority levels, handling A2A protocol operations, managing task history, configuring settings, or using File Safety features for multi-agent coordination. Automatically triggered when agent communication, A2A protocol tasks, history operations, or file safety operations are detected.
- ▌ Sync Readme · majiayu000 bundleSynchronize English README.md with Chinese README_ZH.md, maintaining content parity.
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- ▌ Synchronize · majiayu000 bundleMerge outputs from multiple sources, resolve conflicts, and reconcile constraints into a unified result. Use when combining parallel agent outputs, merging data from different systems, or reconciling conflicting information.
- ▌ Synthesizer · majiayu000 bundleInvoke SYNTHESIZER Deputy for operations, execution, and cross-domain coordination.
- ▌ Tab Control · majiayu000 bundleGuide for implementing keyboard navigation and focus indicators across macOS native app (WKWebView) and web browser versions. Use when adding focusable elements, fixing Tab key navigation, or debugging focus ring visibility issues.
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- ▌ Tailwind V4 · majiayu000 bundleAuto-activates when user mentions Tailwind, Tailwind CSS, utility classes, or CSS styling. Expert in Tailwind CSS v4 including CSS-first configuration, Oxide engine, and modern utilities.
- ▌ Tailwindcss · majiayu000 bundleGuide for implementing Tailwind CSS - a utility-first CSS framework for rapid UI development. Use when styling applications with responsive design, dark mode, custom themes, or building design systems with Tailwind's utility classes.
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- ▌ Tam Builder · majiayu000 bundleBuild and maintain a scored Total Addressable Market (TAM) using Apollo Company Search. Discovers companies matching ICP, scores fit (0-100), assigns tiers (1/2/3), and auto-builds a persona watchlist for Tier 1-2 companies using Apollo People Search (free). Outputs to CSV.
- ▌ Tanstack DB · majiayu000 bundleExpert guidance for TanStack DB reactive client-side database with collections, live queries, optimistic mutations, and sync engines (ElectricSQL, RxDB, PowerSync). Use when user says "tanstack db", "/tanstack-db", "local-first", "live query", "collection", "optimistic mutation", "electric", "sync engine", or asks about reactive data, offline-first, or real-time sync.
- ▌ Taoism Flow Wisdom · majiayu000 bundleDeploy effortless navigation - Wu Wei, Yin-Yang dynamics, water-like flow active.
- ▌ RAG Chatbot · majiayu000 bundleBuild the FastAPI-based RAG service using OpenAI Agents/ChatKit, Neon Postgres, and Qdrant for the textbook. Use when creating ingestion pipelines, query endpoints, or configuring vector storage for book content.
- ▌ RAG Curator · majiayu000 bundleCurador do corpus RAG. Gerencia adição, organização e manutenção do conhecimento do projeto. Garante qualidade e acessibilidade.
- ▌ RAG Manager · majiayu000 bundleExpert in managing RAG (Retrieval-Augmented Generation) indices for L'Oréal's BTDP infrastructure. **TRIGGER THIS SKILL when user asks:** "list RAG", "create RAG", "delete RAG", "search RAG", "available RAG indices", or any operation involving RAG index management (list, create, delete, search).
- ▌ RAG Quality · majiayu000 bundleRAG 시스템 품질 평가 및 개선을 위한 스킬입니다. RAGAS 기반 LLM-as-Judge 평가, 사용자 페르소나 시뮬레이션, 합성 데이터 생성, 평가 결과 저장 및 분석 기능을 제공합니다.
- ▌ RAG Service · majiayu000 bundle高性能 RAG 多路检索服务。集成 Milvus 向量数据库进行语义检索,并结合 Rerank 模型进行精准重排序,支持海量文档的高效存储与历史内容召回。
- ▌ RAG Systems · majiayu000 bundleBuild RAG systems - embeddings, vector stores, chunking, and retrieval optimization
- ▌ RAG Wrapper · majiayu000 bundlePatterns for wrapping any agent with RAG context from Qdrant. Use to add persistent memory to imported or external agents.
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- ▌ Ralph Build · majiayu000 bundleRun Ralph autonomous build loop. Use when user asks to "ralph build", "run build loop", or needs to process subtasks autonomously. Executes iterations against a subtasks.json queue.
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