majiayu000
- 75k skills
- 0 followers
- 567 repo stars
- 2 weeks ago last updated
- ▌ Refactor 28 · majiayu000 bundleThe behavior-preserving restructure gate. Routed to by /refactor for a rename, extract, inline, move, dedup, or internal-implementation swap. Six gated phases prove behavioral parity through unmodified pre-existing tests; any diff that classifies as `feat` is not a refactor and is routed to tdd. A modified pre-existing test is rejected as evidence — it is a behavior change in disguise.
- ▌ Task Distributor 4 · majiayu000 bundleExpert task distributor specializing in intelligent work allocation, load balancing, and queue management. Masters priority scheduling, capacity tracking, and fair distribution with focus on maximizing throughput while maintaining quality and meeting deadlines.
- ▌
- ▌ Testing Procedures 3 · majiayu000 bundleTesting strategy guidance for designing tests, selecting the right test level, improving coverage, and organizing verification in a maintainable way.
- ▌ Track Meeting 2 · majiayu000 bundleCreate and manage structured meeting notes with automatic action item extraction and governance integration. Use when user mentions "meeting notes", "record meeting", "create meeting", "會議記錄", "standup", "retrospective", "planning", or any meeting-related keywords.
- ▌ Verify Spec 2 · majiayu000 bundleVerify that "Must Have" requirements from SPEC.md are implemented in the codebase.
- ▌ Aitask Web Merge 3 · majiayu000 bundleMerge completed Claude Web branches to main and archive task data.
- ▌ Deepwork Jobs Define 2 · majiayu000 bundleCreates a job.yml specification by gathering workflow requirements through structured questions. Use when starting a new multi-step workflow.
- ▌ Dev Brainstorm 3 · majiayu000 bundleREQUIRED Phase 1 of /dev workflow. Uses Socratic questioning to understand requirements before exploration.
- ▌ Mr Generator 3 · majiayu000 bundleGenerates intelligent GitLab merge request descriptions from git commits with automatic categorization and Jira integration
- ▌ Openspec New Change 4 · majiayu000 bundleStart a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature, fix, or modification with a structured step-by-step approach.
- ▌ Openspec Onboard 4 · majiayu000 bundleGuided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.
- ▌ Openspec Sync Specs 6 · majiayu000 bundleSync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.
- ▌ Duckdb SQL 2 · majiayu000 bundleDuckDB SQL reference for MotherDuck. Use when you need exact DuckDB syntax, function behavior, supported MotherDuck SQL features, or to resolve whether PostgreSQL-oriented SQL will fail on MotherDuck.
- ▌ Managing Dotfiles 3 · majiayu000 bundleUse this skill when working with dotfiles managed by yadm. This includes pulling remote changes, committing and pushing dotfile changes, modifying configuration files (shell, editor, terminal, git, etc.), viewing tracked files, resolving merge conflicts, and maintaining the dotfiles repository.
- ▌ Numpy Datetime 2 · majiayu000 bundleNumPy implements datetime64 for fixed-point dates and timedelta64 for durations. Unlike Python's standard datetime, NumPy's implementation is "naive" (no timezones) and designed for high-performance v
- ▌ Canvas Design 14 · majiayu000 bundleCreate beautiful visual art in .png and .pdf documents using design philosophy. Use when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
- ▌ Cash Flow Analysis 2 · majiayu000 bundleCash flow analysis and treasury management workflow covering liquidity assessment, cash forecasting, working capital optimization, and treasury operations.
- ▌ Defining Stories 2 · majiayu000 bundleGuides creation of user stories and epic design documents. Use when defining new features, writing Given-When-Then criteria, creating story logs, or designing larger features that need scope definition.
- ▌ Grove UI Design 4 · majiayu000 bundleCreate warm, nature-themed UI for Grove with glassmorphism, seasonal decorations, randomized forests, and accessible design patterns. Use when building pages, enhancing UI, or adding decorative elements.
- ▌ Nette Architecture 2 · majiayu000 bundleProvides Nette application architecture guidelines. Use when working with presenters, modules, directory structure, Core vs Model decisions, or Nette MVC patterns.
- ▌ Orca Architecture 2 · majiayu000 bundleThis skill should be used when the user asks about "Orca architecture", "knowledge graph design", "MCP server structure", "nugget storage", "telemetry design", "Orca refactoring", or is planning changes to Orca components. Provides decision capture workflows, bounded exploration patterns, and architecture discussion guidance.
- ▌ Session Guidance 2 · majiayu000 bundleConfigure Ralph loop guidance via AUQ flows - forbidden/encouraged items from constraint scan. TRIGGERS - session guidance, loop configuration, /ralph:start Step 1.6.
- ▌ Shadcn Vue 4 · majiayu000 bundleshadcn-vue for Vue/Nuxt with Reka UI components and Tailwind. Use for accessible UI, Auto Form, data tables, charts, or encountering component imports, dark mode, Reka UI errors.
- ▌ Standards CSS 2 · majiayu000 bundleWrite consistent CSS following the project's methodology (Tailwind, BEM, CSS modules) with design tokens and performance optimization. Apply when writing or modifying styles, utility classes, CSS-in-JS, or any styling code.
- ▌ 404 Frameworks Quarkus Security 2 · majiayu000 bundleUse when you need to design, review, or improve security in Quarkus applications — including Quarkus Security with JWT/OIDC, basic auth, @RolesAllowed / @Authenticated / @PermitAll, SecurityIdentity, permission checks, path-based authorization in configuration, exception mapping for auth failures, and sensitive-data-safe logging. This should trigger for requests such as Add Quarkus security support; Review Quarkus security configuration; Improve API authorization in Quarkus; Add JWT/OIDC security in Quarkus; Harden Quarkus authorization rules. Part of cursor-rules-java project
- ▌ Gliederungs Baukasten 2 · majiayu000 bundleErstellt oder erweitert Lernstrukturen nach dem Prüfungsstoff der Ersten und Zweiten Staatsprüfung (JAG/JAPrO der Bundesländer) — Skripten-Gliederung, Definitionen-Lernkartei, Paragraphenübersicht. Gerüstbau: schreibt die Inhalte nicht für den Studierenden. Lädt, wenn der Nutzer „Lernstruktur aufbauen", „Gliederung [Rechtsgebiet]", „Übersicht erstellen" oder „mein Lernblatt erweitern" sagt.
- ▌ Plans Kanban 5 · majiayu000 bundle[Planning] Plans dashboard server with progress tracking and timeline visualization.
- ▌ Ck Plans Kanban 2 · majiayu000 bundleView plans dashboard with progress tracking and timeline visualization. Use for kanban boards, plan status overview, phase progress, milestone tracking, project visibility.
- ▌ Pre Mortem 13 · majiayu000 bundleImagine failure first to surface guardrails and feature mitigations.
- ▌ Obsidian 10 · majiayu000 bundleWork with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
- ▌ Changelog Skill 2 · majiayu000 bundleUse after completing any feature, fix, or change - updates CHANGELOG.md [Unreleased] section in Slovak
- ▌ Grafana Loki Logcli 2 · majiayu000 bundleQuery and explore logs in Grafana Loki via the logcli command-line tool. Use when a user asks to pull logs for analysis.
- ▌ Impl Standards 2 · majiayu000 bundleCore engineering standards during implementation. Use when implementing features, writing production code, or when user mentions error handling, constants management, progress logging, or code quality standards.
- ▌ Frankx Daily Execution System 2 · majiayu000 bundleHelps execute Frank's daily workflow using the FRANKX-SUPERINTELLIGENT-AGENT-SYSTEM, Starlight Intelligence, and productivity methodologies for conscious creation
- ▌ Lint And Validate 7 · majiayu000 bundle> MANDATORY: Run appropriate validation tools after EVERY code change. Do not finish a task until the code is error-free.
- ▌ Review Sonnet 2 · majiayu000 bundleFast code/plan review for quality, security, and tests. Use for quick reviews before deeper analysis.
- ▌ Verify Diag 2 · majiayu000 bundleVerify an architecture diagram against the actual codebase. Checks component existence, connection accuracy, and read/write directionality. Use when user says "verify diagram", "verify diag", "check diagram", or wants to validate diagram accuracy.
- ▌ Ca Audit 2 · majiayu000 bundleAssemble the governance record for a range — commits, overrides, ADRs, sprint auto-decisions, open questions, checkpoint findings — into one dated audit packet. Read-only.
- ▌ Tribunal 4 · majiayu000 bundleThe deep, rarely-convened whole-codebase audit lane. Routed to when the user invokes {{CMD:tribunal}}. Seven gated phases — cost/model, map, roster dispatch, triage, report, approval+filing, telemetry. Costs on the order of millions of tokens; proceeds only after the user acknowledges the estimate; never a required gate; nothing filed or sent without explicit authorization.
- ▌ Pylabrobot 3 · majiayu000 bundleVendor-agnostic lab automation framework. Use when controlling multiple equipment types (Hamilton, Tecan, Opentrons, plate readers, pumps) or needing unified programming across different vendors. Best for complex workflows, multi-vendor setups, simulation. For Opentrons-only protocols with official API, opentrons-integration may be simpler.
- ▌ Recovery 2 · majiayu000 bundleWorkflow recovery protocol for resuming workflows after context loss, session interruption, or errors. Handles state reconstruction, artifact recovery, and seamless workflow continuation.
- ▌
- ▌ Validate Agent 2 · majiayu000 bundleValidation agent that validates plan tech choices against current best practices
- ▌ AI Sdk Core 3 · majiayu000 bundleVercel AI SDK v5 for backend AI (text generation, structured output, tools, agents). Multi-provider. Use for server-side AI or encountering AI_APICallError, AI_NoObjectGeneratedError, streaming failures.
- ▌ Prompt Engineering 25 · majiayu000 bundlePrompt engineering knowledge base for designing prompts, evaluating them, reviewing AI-facing assets, and improving safety, structure, and reliability.
- ▌ Numpy Indexing 2 · majiayu000 bundleIndexing in NumPy ranges from basic slicing (zero-copy) to advanced "fancy" indexing (always creates a copy). Understanding the distinction is vital for memory management and avoiding unintended side
- ▌ Scanpy 2 · majiayu000 bundleStandard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.
- ▌ Unsloth Vision 2 · majiayu000 bundleUnsloth-vision provides optimized support for fine-tuning multimodal models like Llama 3.2 Vision and Qwen2.5 VL. It allows granular control over which layers (vision, language, or both) are updated a
- ▌ Chembl Database 2 · majiayu000 bundleQuery ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.
- ▌ Optionality Review 2 · majiayu000 bundleReview code, architecture, plans, or decisions through the lens of strategic optionality. Assesses reversibility, resilience, and future value.
- ▌
- ▌ Technical Issue Course Content 2 · majiayu000 bundleCustomer reports technical problems with videos, code examples, or course materials not working.
- ▌ Alps 3 · majiayu000 bundleCreate, validate, and improve ALPS profiles. Generate from natural language (nl2alps), validate existing profiles, and get improvement suggestions.
- ▌ Architecture 23 · majiayu000 bundleArchitecture workflow for producing architecture documentation, design records, API contracts, and implementation-facing system guidance from a feature request or analysis task.
- ▌ Architecture Paradigm Hexagonal 3 · majiayu000 bundle- When you anticipate frequent changes to databases, frameworks, or user interfaces and need the core domain logic to remain stable.
- ▌ Ca Btw 2 · majiayu000 bundleLightweight Q&A about the project — answer from context and return, no routing, no state change.
- ▌ Ca Fix 2 · majiayu000 bundleFix a confirmed bug: a failing regression test first, then a minimal fix, then the rest of the tdd gates.
- ▌ Chip Clonal Hematopoiesis Agent 2 · majiayu000 bundleAI-powered clonal hematopoiesis of indeterminate potential (CHIP) detection, risk stratification, and cardiovascular/malignancy risk prediction using genomic and clinical data.
- ▌
- ▌
- ▌ Dev Clarify 4 · majiayu000 bundleAsks targeted clarification questions based on codebase exploration findings.
- ▌ Evaluating Tools 2 · majiayu000 bundle開発ツール、フレームワーク、ライブラリの評価と比較を支援します。PoC計画、複数候補の比較分析、意思決定フレームワークを提供します。技術選定、ツール導入の判断が必要な場合に使用してください。
- ▌ Git 21 · majiayu000 bundleGit operations with conventional commits. Use for staging, committing, pushing, PRs, merges. Auto-splits commits by type/scope. Security scans for secrets.
- ▌ Hemoglobinopathy Analysis Agent 2 · majiayu000 bundleAI-powered analysis of hemoglobin disorders including sickle cell disease, thalassemias, and variant hemoglobins using HPLC, electrophoresis, and molecular data.
- ▌ Nextjs 15 2 · majiayu000 bundleNext.js 15 App Router patterns. Trigger: When working with Next.js - routing, Server Actions, data fetching.
- ▌ React Native Navigation Builder 2 · majiayu000 bundleCreates navigation structures following the app's nested navigator pattern. Handles type-safe navigation, stack and tab setup, and screen parameter management in Purrsuit Mobile App.
- ▌ Getterdone 3 · majiayu000 bundleHire a human gig worker via USD bounty for tasks you cannot complete yourself—either because they require physical presence (storefront photos, on-site verification, deliveries, errands) or specialized human skill (writing, proofreading, design, translation, video). The worker submits photo/text proof; you approve to release payment. See §0 for the full list of trigger phrases.
- ▌
- ▌ Bug Diagnosis 5 · majiayu000 bundle> Skill Variant: Use this skill for quick bug triage and interactive debugging with user feedback. For systematic autonomous debugging workflows with 4-phase protocol and verification gates, use debug skill instead. For feature investigation without fixes, use investigate.
- ▌ Codereview Roasted 2 · majiayu000 bundleBrutally honest code review in the style of Linus Torvalds, focusing on data structures, simplicity, and pragmatism. Use when you want critical, no-nonsense feedback that prioritizes engineering fundamentals over style preferences.
- ▌ Deer Sense 3 · majiayu000 bundleSense accessibility barriers with gentle awareness. Listen to the forest, scan for obstacles, test the paths, guide toward inclusion, and protect all wanderers. Use when auditing accessibility, testing for a11y, or ensuring inclusive design.
- ▌ Ca Review 2 · majiayu000 bundleReview a diff with the reviewer fleet, funneled to one triaged verdict. Targets the current working diff, a path, or an inbound GitHub PR.
- ▌ Ca Sprint 2 · majiayu000 bundleAutonomous sprint — one interactive spec gate, then plan-to-PR execution with every auto-decision SMARTS-scored and logged. Hard gates remain true stops.
- ▌ Healthcheck 4 · majiayu000 bundleHost security hardening and risk-tolerance configuration for OpenPaw deployments. Use when a user asks for security audits, firewall/SSH/update hardening, risk posture, exposure review, OpenPaw cron scheduling for periodic checks, or version status checks on a machine running OpenPaw (laptop, workstation, Pi, VPS).
- ▌ Skill Creator 107 · majiayu000 bundleGuide for creating effective skills. Use when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
- ▌
- ▌
- ▌ Writing Skills 20 · majiayu000 bundleUse when creating new skills, editing existing skills, or verifying skills work before deployment
- ▌ Fixing Tests 3 · majiayu000 bundleUse when tests themselves are broken, test quality is poor, or user wants to fix/improve tests. Triggers: 'test is broken', 'test is wrong', 'test is flaky', 'make tests pass', 'tests need updating', 'green mirage', 'tests pass but shouldn't', 'audit report findings', 'run and fix tests'. Three modes: fix specific tests, process green-mirage audit findings, and run-then-fix. NOT for: bugs in production code caught by correct tests (use debugging).
- ▌ Fosmvvm Serverrequest Generator 2 · majiayu000 bundleGenerate ServerRequest types for client-server communication in FOSMVVM. Use when implementing any operation that talks to the server - CRUD operations, data sync, actions, etc. ServerRequest is THE way clients communicate with servers.
- ▌ 514 Frameworks Micronaut Kafka 2 · majiayu000 bundleUse when you need Kafka messaging in Micronaut — including @KafkaClient and @KafkaListener design, @Serdeable serialization, topic/partition strategy, TestPropertyProvider integration tests, retries and dead-letter processing, and error handling. This should trigger for requests such as Add Kafka in Micronaut; Review Micronaut Kafka listeners; Improve retry and failure handling for Micronaut Kafka. Part of cursor-rules-java project
- ▌ Add Imessage 2 · majiayu000 bundleAdd iMessage channel integration via Chat SDK. Local (macOS) or remote (Photon API) mode.
- ▌ Add Whatsapp 3 · majiayu000 bundleAdd WhatsApp channel via native Baileys adapter. Direct connection — no Chat SDK bridge. Uses QR code or pairing code for authentication.
- ▌ Describe Pr 4 · majiayu000 bundleGenerate comprehensive pull request descriptions from actual code changes. Analyzes diffs, explains the "why", and produces structured PR documentation.
- ▌ Weather 10 · majiayu000 bundleGet 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.
- ▌ Ck Copywriting 2 · majiayu000 bundleConversion copywriting formulas, headline templates, email copy patterns, landing page structures, CTA optimization, and writing style extraction. Activate for writing high-converting copy, crafting headlines, email campaigns, landing pages, or applying custom writing styles from assets/writing-styles/ directory.
- ▌ Assimilate 2 · majiayu000 bundleAssimilate an external methodology, repo, spec, or process into a Babysitter workflow.
- ▌ Ca Commands 2 · majiayu000 bundleShow the codeArbiter command catalog — the public command list and what each routes to.
- ▌ Ca Override 2 · majiayu000 bundleSanctioned, logged bypass of a gate or hard rule — one audit line, then proceed.
- ▌ Ca Refactor 2 · majiayu000 bundleRestructure code with behavioral parity proven through unmodified pre-existing tests, then refactor. No behavior change.
- ▌ Ca Tribunal 2 · majiayu000 bundleDeep, rarely-convened whole-codebase audit — eleven specialist lenses, a resumable on-disk audit log, findings filed as GitHub issues on approval. Expensive; estimates cost and STOPs before running. Never a required gate.
- ▌ Figures 2 · majiayu000 bundleDesign and format publication-quality figures. Chart choice, color, scales, legends, captions, reproducibility.
- ▌ Numpy Interop 2 · majiayu000 bundleNumPy Interoperability encompasses the protocols that allow different numerical libraries (PyTorch, TensorFlow, SciPy) to exchange data without redundant copies. It focuses on modern standards like DL
- ▌ Vector Store 2 · majiayu000 bundleTransient vector store service for fast similarity search (FAISS)
- ▌ Analyze Arxiv Paper 2 · majiayu000 bundleDeep analysis of an arXiv research paper for inclusion in news digest research deep-dives. Extracts key contributions, methodology, results, limitations, and generates a practitioner-focused summary with potential impacts.
- ▌ Fetcher 3 · majiayu000 bundleFetch web pages, PDFs, and documents with automatic fallbacks and content extraction. Use when user says "fetch this URL", "download this page", "crawl this website", "extract content from", "get the PDF", or provides URLs needing retrieval.
- ▌ Policyengine Microsimulation 3 · majiayu000 bundleALWAYS USE THIS SKILL for PolicyEngine microsimulation, population-level analysis, winners/losers calculations. Triggers: "microsimulation", "share who would lose/gain", "policy impact", "national average", weighted analysis. Use this skill's code pattern, but explore the codebase to find specific parameter paths if needed.
- ▌ Read Arxiv Paper 3 · majiayu000 bundleUse this skill when when asked to read an arxiv paper given an arxiv URL
- ▌ Research 57 · majiayu000 bundleDocument codebase as-is with thoughts directory for historical context