majiayu000
- 75k skills
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- 567 repo stars
- 2 weeks ago last updated
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- ▌ Blog Post 5 · majiayu000 bundleComplete workflow for creating blog posts - from research to publication-ready draft. Handles research generation, draft creation, and style review. Use with "/blog-post <topic>" or "/blog-post --from-research <path>".
- ▌ Hook Event Architecture 2 · majiayu000 bundleDesign hook-based event systems for ADW observability. Use when implementing real-time event broadcasting, creating hook pipelines, or building agent activity monitoring.
- ▌ Technical Documentation 4 · majiayu000 bundleThis skill should be used when the user asks to "write documentation", "create README", "API docs", "design document", "specification", "user guide", or needs documentation guidance. Provides comprehensive documentation patterns for developers, teams, and end-users in both English and Japanese.
- ▌ Adding Mod Parsers 3 · majiayu000 bundleUse when adding new mod parsers to convert game mod strings to typed Mod objects - guides the template-based parsing pattern (project)
- ▌ Archive Increments 2 · majiayu000 bundleIntelligent increment archiving expert. Analyzes increment age, status, and activity to recommend archiving strategy. Keeps workspace clean while preserving history. Activates for archive increments, clean workspace, too many increments, archive old, archive completed, preserve history, _archive folder.
- ▌ Axiom IOS Graphics 3 · majiayu000 bundleUse when working with ANY GPU rendering, Metal, OpenGL migration, shaders, frame rate, or display performance. Covers Metal migration, shader conversion, variable refresh rate, ProMotion, render loops.
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- ▌ Environmental Analysis 2 · majiayu000 bundleClimate and environmental site analysis — temperature, precipitation, wind, sun angles, flood zones, seismic risk, soil, and topography from an address. Use when the user asks about site climate, sun path, flood or seismic risk, or says "run an environmental analysis" for an address.
- ▌ Plan Ceo Review 4 · majiayu000 bundleCEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises, expand scope when it creates a better product. Four modes: SCOPE EXPANSION (dream big), SELECTIVE EXPANSION (hold scope + cherry-pick expansions), HOLD SCOPE (maximum rigor), SCOPE REDUCTION (strip to essentials). Use when asked to "think bigger", "expand scope", "strategy review", "rethink this", or "is this ambitious enough". Proactively suggest when the user is questioning scope or ambition of a plan, or when the plan feels like it could be thinking bigger.
- ▌ Prd 23 · majiayu000 bundleGenerate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or when asked to create a PRD. Triggers on: create a prd, write prd for, plan this feature, requirements for, spec out.
- ▌ Bug Health Inline 2 · majiayu000 bundleInline orchestration workflow for automated bug detection and fixing. Provides step-by-step phases for bug-hunter detection, priority-based fixing with bug-fixer, and verification cycles.
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- ▌ Project Execution 5 · majiayu000 bundleSystematic task execution with checkpoint validation, progress tracking, and quality gates
- ▌ Task Orchestrator 2 · majiayu000 bundlePlan and organize complex multi-step tasks with optimal sequential and parallel ordering. Use this skill when the user requests multi-part work requiring dependency analysis. Produces a sorted task plan—execution only on explicit user approval.
- ▌ Workflow Executor 2 · majiayu000 bundleThis skill should be used when the user wants to execute a looplia workflow, run workflow steps, or process a workflow.md file. Use when someone says "run the looplia workflow", "execute this looplia pipeline", "/run writing-kit", "start the looplia automation", or "process these workflow steps". Architecture: One workflow step triggers one general-purpose subagent call, which then invokes skills to accomplish the step's mission. Each step = separate context window. Handles sandbox management, per-step orchestration, and validation state tracking. v0.6.9: Unified general-purpose subagent strategy for all providers (context offload).
- ▌ Ln 310 Story Validator 3 · majiayu000 bundleThis skill should be used to validate and auto-fix Stories/Tasks against 2025 standards. Penalty Points system (goal = 0), delegates to ln-002 for documentation, Plan Mode support. Auto-discovers team/config.
- ▌ Ln 742 Precommit Setup 4 · majiayu000 bundleConfigures Husky, lint-staged, commitlint, and Python pre-commit hooks. Use when adding Git hook automation to a project.
- ▌ Onepassword CLI Coder 2 · majiayu000 bundleThis skill guides integrating 1Password CLI (op) for secret management in development workflows. Use when loading secrets for infrastructure, deployments, or local development.
- ▌ Permission Management 3 · majiayu000 bundleCentral authority for Claude Code permissions. Covers permission system (tiered model, read-only, bash, file modification), permission rules (allow, ask, deny), rule precedence, permission modes (default, acceptEdits, plan, bypassPermissions), tool-specific permission rules (Bash patterns, Read/Edit patterns, WebFetch domains, MCP tools), /permissions command, and additionalDirectories. Assists with configuring permission rules, understanding permission modes, and troubleshooting permission issues. Delegates 100% to docs-management skill for official documentation.
- ▌ Two Factor Auth Issue 2 · majiayu000 bundleCustomer has issues with two-factor authentication, security codes, or device verification.
- ▌ Optimizing Large Skills 3 · majiayu000 bundleSystematic methodology to reduce skill file size through externalization, consolidation, and progressive loading patterns. Triggers: large skill, skill optimization, skill size, 300 lines, inline code, skill refactoring, skill context reduction, skill modularization Use when: skills exceed 300 lines, multiple code blocks (10+) with similar functionality, heavy Python inline with markdown, functions >20 lines embedded DO NOT use when: skill is under 300 lines and well-organized. DO NOT use when: creating new skills - use modular-skills instead. Consult this skill when skills-eval shows "Large skill file" warnings.
- ▌ Liquidity Depth Analyzer 2 · majiayu000 bundleDEX liquidity analysis and slippage estimation for MEV trading. Use when implementing swaps, route selection, or position sizing. Triggers on: liquidity, slippage, price impact, depth, AMM math, Unisw
- ▌ Ailang Code Writing 2 · majiayu000 bundleWrite and run AILANG code with correct syntax. Use when user asks to write AILANG programs, fix AILANG syntax errors, run AILANG code, or needs help with AILANG syntax. Includes version checking, syntax validation, and common patterns.
- ▌ Ascii Art Explainer 2 · majiayu000 bundleCreate performative ASCII art to explain code concepts with visual impact. Use this skill when the user asks to visualize algorithms, data structures, architecture, control flow, or any code concept that benefits from spatial representation. Generates memorable, educational ASCII diagrams.
- ▌ Benchmark Functions 2 · majiayu000 bundleMeasure function performance and compare implementations. Use when optimizing critical code paths.
- ▌ Cache Cost Tracking 2 · majiayu000 bundleLLM cost tracking with Langfuse for cached responses. Use when monitoring cache effectiveness, tracking cost savings, or attributing costs to agents in multi-agent systems.
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- ▌ Check Memory Safety 2 · majiayu000 bundleCheck Mojo code for memory safety issues (ownership violations, use-after-free, etc.). Use to catch memory bugs.
- ▌ Clix Event Tracking 2 · majiayu000 bundleImplements Clix event tracking (Clix.trackEvent) with consistent naming, safe property schemas, and campaign-ready validation. Use when adding, reviewing, or debugging event tracking; when configuring event-triggered campaigns; or when the user mentions events, tracking, funnels, or properties — or when the user types `clix-event-tracking`.
- ▌ Container Debugging 2 · majiayu000 bundleUse for Docker/Kubernetes issues. Inspect runtime state and logs before changing images/manifests.
- ▌ Cpu Gpu Performance 4 · majiayu000 bundleMonitor and optimize CPU/GPU usage with load measurement and cost-effective validation strategies. Triggers: CPU usage, GPU usage, performance, load monitoring, build performance, training, resource consumption, test suite, compilation Use when: session starts (auto-load with token-conservation), planning builds or training that could pin CPUs/GPUs for >1 minute, retrying failed resource-heavy commands DO NOT use when: simple operations with no resource impact. DO NOT use when: quick single-file operations. Use this skill BEFORE resource-intensive operations. Establish baselines proactively.
- ▌ Developer Detective 2 · majiayu000 bundle⚡ PRIMARY TOOL for: 'how does X work', 'find implementation of', 'trace data flow', 'where is X defined', 'audit integrations', 'find all usages'. Uses claudemem v0.3.0 AST with callers/callees analysis. GREP/FIND/GLOB ARE FORBIDDEN.
- ▌ Distributed Locking 2 · majiayu000 bundleRFC-44 compliant distributed locking patterns for Java services. Covers PostgreSQL advisory locks and Redis-based locking, migration workflows, and common patterns. Use when implementing or migrating distributed locking mechanisms.
- ▌ Team License Purchase 2 · majiayu000 bundleOrganizations inquire about bulk purchasing multiple licenses for their team members.
- ▌ Signal Messaging 3 · majiayu000 bundleSend and receive Signal messages via MCP. Use this skill when you need to interact with Signal messenger - sending messages, reading conversations, or automating Signal-based workflows.
- ▌ Remembering 3 · majiayu000 bundleAdvanced memory operations reference. Basic patterns (profile loading, simple recall/remember) are in project instructions. Consult this skill for background writes, memory versioning, complex queries, edge cases, session scoping, and retention management.
- ▌ Anndata 3 · majiayu000 bundleData structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for population-scale queries use cellxgene-census.
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- ▌ Confluent Schema Registry 2 · majiayu000 bundleSchema Registry expert for Avro, Protobuf, and JSON Schema management. Covers schema evolution strategies, compatibility modes, validation, and best practices for managing schemas in Confluent Cloud and self-hosted Schema Registry. Activates for schema registry, avro, protobuf, json schema, schema evolution, compatibility modes, schema validation.
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- ▌ Frontend State Management 3 · majiayu000 bundleYour approach to handling frontend state management. Use this skill when working on files where frontend state management comes into play.
- ▌ Huggingface Model Trainer 2 · majiayu000 bundleTrain and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods
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- ▌ Lamindb 3 · majiayu000 bundleThis skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
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- ▌ Hook Stack Evaluator 2 · majiayu000 bundleEvaluates and sharpens content hooks using The Hook Stack™ framework. Use when scoring headlines, refining hooks for video/social/newsletter, or when asked to "evaluate this hook", "run through hook stack", or "score my headline".
- ▌ Experiment Queue 3 · majiayu000 bundleSSH job queue for multi-seed/multi-config ML experiments with OOM-aware retry, stale-screen cleanup, and wave-transition race prevention. Use when user says "batch experiments", "队列实验", "run grid", "multi-seed sweep", "auto-chain experiments", or when /run-experiment is insufficient for 10+ jobs that need orchestration.
- ▌ Flow Coordinator 2 · majiayu000 bundleTemplate-driven workflow coordinator with minimal state tracking. Executes command chains from workflow templates OR unified PromptTemplate workflows. Supports slash-command and DAG-based execution. Triggers on "flow-coordinator", "workflow template", "orchestrate".
- ▌ Gemini Delegator 2 · majiayu000 bundleAutomatically delegate complex, logic-intensive tasks to Gemini CLI via `gemini --yolo`. Claude Code uses this skill to invoke Gemini for complex backend logic, intricate algorithms, or persistent bugs. Enables seamless AI-to-AI collaboration where Claude Code analyzes and Gemini executes.
- ▌ Loom Plan Writer 4 · majiayu000 bundleTHIS IS THE REQUIRED SKILL FOR CREATING LOOM EXECUTION PLANS.
- ▌ Task Distributor 3 · 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.
- ▌ Prd V08 Monitoring Setup 2 · majiayu000 bundleDefine monitoring strategy, metrics collection, and alerting thresholds during PRD v0.8 Deployment & Ops. Triggers on requests to set up monitoring, define alerts, or when user asks "what should we monitor?", "alerting strategy", "observability", "metrics", "SLOs", "dashboards", "monitoring setup". Outputs MON- entries with monitoring rules and alert configurations.
- ▌ Prd V08 Runbook Creation 2 · majiayu000 bundleCreate operational playbooks for incident response, deployments, and maintenance during PRD v0.8 Deployment & Ops. Triggers on requests to create runbooks, document procedures, or when user asks "how do we handle incidents?", "runbook", "operational procedures", "on-call guide", "incident response", "maintenance procedures". Outputs RUN- entries with step-by-step operational procedures.
- ▌ Nextjs15 Performance 2 · majiayu000 bundleNext.js 15 critical performance fixes. Use when writing React components, data fetching, Server Actions, or optimizing bundle size.
- ▌ Token Conservation 5 · majiayu000 bundle- Run at the start of every session and whenever prompt sizes or tool calls begin to spike.
- ▌ Vlm Ocr Evaluation 2 · majiayu000 bundleCompare OCR systems before a bulk run: candidate set, stratified ground truth, CER/WER, normalization, per-language and per-stratum accuracy.
- ▌ Cross National Design 2 · majiayu000 bundleDesign cross-national survey experiments. Power, equivalence, localization.
- ▌ Canvas 5 · majiayu000 bundleDisplay HTML content on connected OpenClaw nodes (Mac app, iOS, Android).
- ▌ Pytdc 3 · majiayu000 bundleTherapeutics Data Commons. AI-ready drug discovery datasets (ADME, toxicity, DTI), benchmarks, scaffold splits, molecular oracles, for therapeutic ML and pharmacological prediction.
- ▌ Contractor Matching AI 2 · majiayu000 bundleAI-powered contractor matching and selection for construction projects. Analyze contractor capabilities, past performance, certifications, and project requirements to recommend optimal matches.
- ▌ Lit Pm 2 · majiayu000 bundleUse when coordinating comprehensive literature reviews requiring multi-stage pipeline (archival setup, scope refinement, parallel review discovery, outline synthesis, section writing, fact-checking, editorial polish). Orchestrates literature-researcher, lit-synthesizer, fact-checker, and editor skills with adaptive checkpoints based on complexity and stakes.
- ▌ Research And Synthesis 3 · majiayu000 bundleFetch and summarize authoritative external sources into actionable guidance using MCP helpers. EXCLUSIVE to researcher agent.
- ▌ Gegenseite Status 2 · majiayu000 bundleErstellt wöchentliche Statusanfrage-E-Mail-Entwürfe an externe Bevollmächtigte (Sozietät/Korrespondenzanwalt) für alle aktiven Prozessmandate im Portfolio — Markdown-Entwurf je Mandat, optional Outlook-Entwurf bei verfügbarer MCP-Integration. Lädt, wenn der Nutzer Statusanfragen an externe Bevollmächtigte erstellen, wöchentliche Rückfragen bei der Außensozietät generieren oder mandatsbezogene Anfragen-E-Mails aus dem Portfolio-Protokoll heraus entwerfen möchte.
- ▌ Context Mate 2 · majiayu000 bundleEntry point to the Context Mate toolkit - skills, agents, and commands that work with Claude Code's natural flow. Project lifecycle (/explore-idea → /plan-project → /wrap-session), session handoff across context windows, developer agents for specialized tasks, and quality auditing. Use when: starting new projects, understanding the toolkit, needing workflow guidance. "It's all about the context, maaate!"
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- ▌ Idor Vulnerability Testing 2 · majiayu000 bundleThis skill should be used when the user asks to "test for insecure direct object references," "find IDOR vulnerabilities," "exploit broken access control," "enumerate user IDs or object references," or "bypass authorization to access other users' data." It provides comprehensive guidance for detecting, exploiting, and remediating IDOR vulnerabilities in web applications.
- ▌ Implement Track Management 2 · majiayu000 bundlePlan and implement Stage 5 Track Management with CRUD endpoints, soft-delete, and lifecycle worker (plan)
- ▌ API And Interface Design 2 · majiayu000 bundleGuides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or establishing boundaries between frontend and backend.
- ▌ Bmad UX 2 · majiayu000 bundlePlan UX patterns and design specifications. Use when the user says "lets create UX design" or "create UX specifications" or "help me plan the UX"
- ▌ Design Intent Specialist 3 · majiayu000 bundleCreates accurate frontend implementations from visual references while maintaining design consistency. Use when user provides Figma URLs, screenshots, design images, or requests UI implementation from visual references. Automatically checks existing design intent patterns before implementation.
- ▌ Uloop Unity Search 3 · majiayu000 bundleSearch Unity project via uloop CLI. Use when you need to: (1) Find assets by name or type (scenes, prefabs, scripts, materials), (2) Search for project resources using Unity's search system, (3) Locate files within the Unity project.
- ▌ Vcr HTTP Recording 2 · majiayu000 bundleVCR.py HTTP recording for Python tests. Use when testing Python code making HTTP requests, recording API responses for replay, or creating deterministic tests for external services.
- ▌ Web3 Thirdweb Siwe 2 · majiayu000 bundleImplement and debug wallet connection and authentication in this repo using thirdweb v5 and the SIWE-style flow in `app/hooks/useWalletAuth.ts` and `app/hooks/server_actions.ts`. Use for ConnectButton setup, account state, signature/auth verification, Base/USDC config, and CSP issues with embedded wallet.
- ▌ Deployment Orchestrator 2 · majiayu000 bundleOrchestrates deployment to production after all validations pass. Activates via codeword [ACTIVATE:DEPLOYMENT_ORCHESTRATOR_V1] injected by hooks automatically after Phase 5 completes. Activation trigger: [ACTIVATE:DEPLOYMENT_ORCHESTRATOR_V1]
- ▌ Ln 200 Scope Decomposer 5 · majiayu000 bundleOrchestrates full decomposition (scope → Epics → Stories) by delegating ln-210 → ln-220. Sequential Story decomposition per Epic. Epic 0 for Infrastructure.
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- ▌ Scrum Team Scrum Master 2 · majiayu000 bundleAI Scrum Master facilitating events, enforcing framework rules, coaching team, and removing impediments. Use when coordinating sprints, resolving impediments, or ensuring Scrum compliance.
- ▌ Terraform Module Design 2 · majiayu000 bundleDesign and build reusable Terraform modules. Use when creating reusable infrastructure patterns, encapsulating complex resource groups, standardizing configurations across projects, or organizing code for maintainability. Covers module structure, versioning, composition, and best practices for production modules.
- ▌ XML Context Engineering 2 · majiayu000 bundleStructure LLM context using XML tags for maximum attention efficiency. Use when writing system prompts, organizing complex instructions, or engineering context for Claude agents. Produces semantically meaningful XML that creates clear attention anchors.
- ▌ 002 Agents Inventory 2 · majiayu000 bundleUse when you need to generate a checklist document with embedded agents inventory, following the embedded template exactly and producing INVENTORY-AGENTS-JAVA.md in the project root. This should trigger for requests such as Create embedded agents inventory checklist; Generate INVENTORY-AGENTS-JAVA.md; Use @002-agents-inventory. Part of cursor-rules-java project
- ▌ Disciplined Research 2 · majiayu000 bundlePhase 1 of disciplined development. Deep problem understanding before design. Maps existing systems, identifies constraints, surfaces risks, and produces a research document for human approval before proceeding.
- ▌ Document Admin Guide 3 · majiayu000 bundleCreate user-friendly documentation for admin staff and business users. Use when documenting admin features, creating user guides, or writing non-technical how-to guides for Humberto and parts counter staff.
- ▌ Document To Markdown 2 · majiayu000 bundleConvert PDF, Office, images, HTML, and URLs to Markdown. Use for document conversion, text extraction, OCR, web scraping, RAG pipelines. Triggers: "convert to markdown", "extract text", "read PDF", "s
- ▌ Junit Integration 2 · majiayu000 bundleMaven integration testing with Failsafe plugin, IT naming conventions, and profile configuration
- ▌ Langgraph Routing 2 · majiayu000 bundleLangGraph conditional routing patterns. Use when implementing dynamic routing based on state, creating branching workflows, or building retry loops with conditional edges.
- ▌ Lint And Validate 5 · majiayu000 bundleAutomatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, vali
- ▌ Mojo Memory Check 2 · majiayu000 bundleVerify memory safety in Mojo code including ownership, borrowing, and lifetime management. Use when reviewing code or debugging memory issues.
- ▌ Openai Assistants 4 · majiayu000 bundleBuild stateful chatbots with OpenAI Assistants API v2 - Code Interpreter, File Search (10k files), Function Calling. ⚠️ Deprecated (sunset August 26, 2026); use openai-responses for new projects. Use when: maintaining legacy chatbots, implementing RAG with vector stores, or troubleshooting "thread has active run", vector store delays, polling timeouts, or file upload errors.
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- ▌ Programming Swift 2 · majiayu000 bundleProvides the complete content of 'The Swift Programming Language (6.2.3)' book by Apple. Use this skill when you need to verify Swift syntax, look up language features, understand concurrency, resolve compiler errors, or consult the formal language reference.
- ▌ Pyiceberg Storage 2 · majiayu000 bundleALWAYS USE when working with Iceberg table storage, ACID transactions, or time-travel queries. Use IMMEDIATELY when creating/loading Iceberg tables, implementing schema evolution, querying historical snapshots, or debugging catalog operations. Provides research steps for PyIceberg SDK, catalog integration, and storage layer operations.
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- ▌ Release Standards 3 · majiayu000 bundle語意化版本控制和變更日誌格式化的軟體發布標準。 使用時機：準備發布、更新版本號、撰寫變更日誌。 關鍵字：version, release, changelog, semver, major, minor, patch, 版本, 發布, 變更日誌。
- ▌ Review Pr Changes 2 · majiayu000 bundleReview PR changes with structured checklist for quality and standards compliance. Use for comprehensive PR code review.
- ▌ Role Orchestrator 2 · majiayu000 bundleMulti-agent orchestration system that coordinates specialized agents (PM, Architect, DevOps, QA, Tech Lead, Security) to work together on complex tasks. Implements hierarchical orchestrator-worker pat
- ▌ Skyspark Analysis 2 · majiayu000 bundleSkySpark analytics for building automation systems including Axon queries, trend analysis, fault detection, and performance optimization using haystack tagging standards