majiayu000
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- ▌ Next 8 · majiayu000 bundlePick the next bead to work on. Shows ready tasks (no blockers), applies user preferences for ordering (priority, type, recency), and helps select work.
- ▌ Resume Bullet Extraction 2 · majiayu000 bundleAuto-invoke after task completion to generate powerful resume bullet points from completed work.
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- ▌ Things Mac 4 · majiayu000 bundleGerencie o Things 3 via CLI 'things' no macOS (adicionar/atualizar projetos+tarefas via URL scheme; ler/pesquisar/listar do banco de dados local).
- ▌ Workflow Schema Composer 2 · majiayu000 bundleThis skill should be used when the user wants to create a new looplia workflow, generate a workflow definition file, or compose workflow steps from skill recommendations. Use when someone says "create a looplia workflow", "generate workflow.md", "compose workflow steps", "build me an automation pipeline", or "/build" (final step). Final step in looplia workflow building: transforms skill recommendations into valid v0.6.3 workflow YAML/Markdown files. Each step uses skill: + mission: syntax, following the one workflow step → one skill-executor → multiple skills architecture. v0.6.3: Supports input-less workflows using input-less capable skills (e.g., search).
- ▌ Fact Check 8 · majiayu000 bundleThis skill should be used when the user asks to "verify claims", "fact check", "validate documentation", "check sources", or needs verification of external source references. Provides patterns for systematic fact verification using Context7 and WebSearch.
- ▌ Pre Commit 5 · majiayu000 bundleRun the repository's quality gate before commit or PR by determining the relevant build, lint, and test commands and fixing obvious issues.
- ▌ Dependency Security Scanning 2 · majiayu000 bundle依存関係の脆弱性スキャン、CVE評価、レポート作成を体系化するスキル。 SCAの運用と修正計画の整理を支援する。 Anchors: • OWASP Dependency-Check / 適用: 依存スキャン / 目的: 検出の標準化 • CVSS v3.1 Specification / 適用: 重大度評価 / 目的: 優先度の整合性 • Web Application Security / 適用: 脅威評価 / 目的: リスク判定の一貫性 Trigger: Use when scanning dependencies for vulnerabilities, evaluating CVE reports, producing audit reports, or planning remediation. dependency scan, CVE, CVSS, SCA, supply chain security, audit report
- ▌ Sc Managing Github Issues 2 · majiayu000 bundleGitHub issue lifecycle management with worktree isolation
- ▌ Scrum Event Sprint Review 2 · majiayu000 bundleVerify Definition of Done and acceptance criteria for Sprint increments. Use when completing sprints, running verification commands, or preparing for acceptance.
- ▌ Simpy 2 · majiayu000 bundleProcess-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with processes, queues, resources, and time-based events such as manufacturing systems, service operations, network traffic, logistics, or any system where entities interact with shared resources over time.
- ▌ Testing Agent 3 · majiayu000 bundleRun goal-based evaluation tests for agents. Use when you need to verify an agent meets its goals, debug failing tests, or iterate on agent improvements based on test results.
- ▌ Tmux 15 · majiayu000 bundleRemote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.
- ▌ Reviewing Changes 3 · majiayu000 bundleAndroid-specific code review checklist and MVVM/Compose pattern validation for Bitwarden Android — use this for any review task, even if the user doesn't explicitly ask for a "checklist". Detects change type automatically and loads the right review strategy (feature additions, bug fixes, UI refinements, refactoring, dependency updates, infrastructure). Triggered by "review PR", "review changes", "review this code", "check this code", "Android review", code review requests on Kotlin/ViewModel/Composable/Repository/Gradle files, or any time someone asks to look at a diff, PR, or code changes in bitwarden/android.
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- ▌ Canvas Update 3 · majiayu000 bundleUpdate canvas sections with new evidence. Ensures canvas stays current as the single source of truth.
- ▌ Framework Health 3 · majiayu000 bundleEvaluate Mycelium's own process effectiveness. Measures cycle velocity, discard trends, confidence calibration, gate effectiveness, regression rate. Run quarterly or every 20 cycles.
- ▌ Bias Check 3 · majiayu000 bundleUse before any research activity or significant decision. Reviews cognitive biases relevant to the current stage.
- ▌ Preflight 8 · majiayu000 bundleUse before starting delivery work. Pre-implementation validation checklist to ensure readiness.
- ▌ Delivery Bootstrap 2 · majiayu000 bundleUse when starting implementation on a new or unfamiliar codebase. Auto-detects tech stack and sets up development context.
- ▌ Wardley Map 3 · majiayu000 bundleCreate or update a Wardley Map of the value chain. Maps user needs, components, evolution stages, and strategic gameplay.
- ▌ Xai Check 2 · majiayu000 bundleExplainability (XAI) audit for products containing AI components. Five-stage tier-scaled check: risk classification, stakeholder×question matrix, fidelity audit, system card, recourse path. Honest about what was validated functionally vs what needs user testing.
- ▌ PDF 13 · majiayu000 bundleComprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.
- ▌ Continuing Education Credits 2 · majiayu000 bundleProfessional student asks about CEU or professional credit availability.
- ▌ Pymatgen 2 · majiayu000 bundleMaterials science toolkit. Crystal structures (CIF, POSCAR), phase diagrams, band structure, DOS, Materials Project integration, format conversion, for computational materials science.
- ▌ Diagramming 3 · majiayu000 bundleCreate clear, maintainable technical diagrams using Mermaid syntax. This skill covers architecture diagrams, sequence diagrams, entity-relationship diagrams, flowcharts, and state diagrams for documen
- ▌ Basecamp 2 · majiayu000 bundleInteract with Basecamp via the Basecamp CLI. Full API coverage: projects, todos, cards, messages, files, schedule, check-ins, timeline, recordings, templates, webhooks, subscriptions, lineup, and campfire. Use for ANY Basecamp question or action.
- ▌ Gwt Fix Pr 2 · majiayu000 bundleInspect GitHub PR for CI failures, merge conflicts, update-branch requirements, reviewer comments, change requests, and unresolved review threads. Create fix plans and implement after user approval. Reply to ALL reviewer comments with action taken or reason for not addressing, then resolve threads. Notify reviewers after fixes.
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- ▌ React I18N 2 · majiayu000 bundlereact-i18next for React 19 - useTranslation hook, TypeScript Selector API, namespaces, pluralization, lazy loading, Suspense integration. Use when implementing translations in React apps (not Next.js).
- ▌ Add Opencode 2 · majiayu000 bundleUse OpenCode as an agent provider (AGENT_PROVIDER=opencode). OpenRouter, OpenAI, Google, DeepSeek, etc. via OpenCode config — not the Anthropic Agent SDK. Per-session and per-group via agent_provider; host passes OPENCODE_* and XDG mount when spawning containers.
- ▌ Google Ads Copy 3 · majiayu000 bundleGenerate and A/B test Google Ads copy. Use when asked to write ad copy, headlines, descriptions, create ad variants, test ad messaging, improve CTR, or generate RSA (Responsive Search Ad) components. Trigger on "ad copy", "write ads", "headlines", "descriptions", "RSA", "responsive search ad", "ad text", "ad creative", "improve CTR", "ad A/B test", "ad variants", "write me an ad", "ad variation experiment", or when the user wants to improve click-through rate on existing ads.
- ▌ Marketing Leads Generation 2 · majiayu000 bundleRevenue-aligned demand generation with lead types, funnel design, conversion paths, scoring/routing, attribution, and compliance for B2B pipeline building.
- ▌ Fan Out 3 · majiayu000 bundleParallel agent orchestration for OST exploration. Fan-out multiple solution explorations, fan-in results to compare and select winners.
- ▌ Jat Start 2 · majiayu000 bundleBegin working on a JAT task. Registers agent identity, selects a task, searches memory, detects conflicts, reserves files, emits IDE signals, and starts work. Use this at the beginning of every JAT session.
- ▌ LLM Safety Patterns 2 · majiayu000 bundleUse when securing LLM integrations against prompt injection, hallucination, or data leakage. Implements context separation, input validation, and output filtering patterns.
- ▌ Privacy Check 2 · majiayu000 bundleUse to assess Privacy by Design compliance and GDPR/data protection alignment for a feature or system.
- ▌ Terraform Secrets Management 2 · majiayu000 bundleHandle sensitive data securely in Terraform. Use when managing passwords, API keys, database credentials, encryption keys, or other secrets. Covers Google Secret Manager integration, preventing secrets in state, IAM-based secret access, encryption, and security best practices.
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- ▌ Plan Writing Gherkin Criteria 3 · majiayu000 bundleGuide for writing Gherkin acceptance criteria using Given-When-Then syntax for testable requirements. Covers scenario structure, background blocks, scenario outlines with examples tables, common patterns for authentication/CRUD/validation/error handling, and best practices for clear testable specifications. Essential for writing user stories and plan acceptance criteria
- ▌ React Native Testing Patterns 2 · majiayu000 bundleImplements testing strategies for React Native components, MST stores, and services using Jest, React Testing Library, and Maestro. Use when writing unit, integration, or E2E tests in Purrsuit Mobile App.
- ▌ Scan Leads 2 · majiayu000 bundleFind and validate companies for the SME banking pipeline. Supports two modes - validating specific companies mentioned by user, or broad searches for companies matching sector/trigger criteria (e.g., "find logistics companies with expansion").
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- ▌ Langflow 3 · majiayu000 bundleA powerful Python-based visual framework for building and deploying AI-powered agents and workflows with Model Context Protocol (MCP) integration, drag-and-drop interface, and enterprise-grade deployment options
- ▌ Langfuse 2 · majiayu000 bundleDebug AI traces, find exceptions, analyze sessions, and manage prompts via Langfuse MCP. Use when debugging AI pipelines, investigating errors, analyzing latency, managing prompt versions, or setting up Langfuse. Triggers on "langfuse", "traces", "debug AI", "find exceptions", "what went wrong", "why is it slow", "datasets", "evaluation sets".
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- ▌ Designing Brand 2 · majiayu000 bundleブランドアイデンティティとビジュアル設計システムを構築します。カラーシステム、タイポグラフィ、デザイントークン、ガイドラインを提供します。ブランド統一、デザインシステムの構築が必要な場合に使用してください。
- ▌ Nextjs Shadcn 3 · majiayu000 bundleshadcn/ui for Next.js App Router with TanStack Form. Use when building UI components, forms, dialogs, tables, toasts, or accessible components.
- ▌ Rulebook Writing 2 · majiayu000 bundleExpert guidance for writing UP SHIP! rulebook content following Euro-style board game best practices. Use when drafting rules sections, reviewing rules clarity, restructuring content, or ensuring consistency. Covers section ordering, terminology, formatting, cross-referencing, and audience design.
- ▌ Ss Component 2 · majiayu000 bundleGenerate a new UI component following the StyleSeed design conventions
- ▌ Usability Check 3 · majiayu000 bundleEvaluate user-facing interfaces against Nielsen's 10 Usability Heuristics. Complements /mycelium:service-check (Downe = service-level quality, Nielsen = interface-level quality).
- ▌ 033 Architecture Diagrams 3 · majiayu000 bundleUse when you need to generate Java project diagrams — including UML sequence diagrams, UML class diagrams, C4 model diagrams, UML state machine diagrams, and ER (Entity Relationship) diagrams — through a modular, step-based interactive process that adapts to your specific visualization needs. This should trigger for requests such as Generate UML diagram; Create sequence diagram; Create class diagram; Create state machine diagram; Create C4 diagram. Part of cursor-rules-java project
- ▌ 702 Technologies Wiremock 2 · majiayu000 bundleUse when you need framework-agnostic WireMock guidance — stub design, JSON or programmatic mappings, precise request matching, response bodies and faults, classpath fixtures, isolation and reset between tests, verification of calls, dynamic ports and base URLs, and avoiding flaky stubs — without choosing Spring Boot, Quarkus, or Micronaut. This should trigger for requests such as Design or review WireMock stubs (JSON mappings or Java DSL); Improve request matching, isolation, or reset strategy for HTTP mocks; Add or fix verification of outbound HTTP calls to a WireMock server; Debug flaky tests involving WireMock or unmatched request journals. Part of cursor-rules-java project
- ▌ AWS V2 2 · majiayu000 bundleMigrate from AWS SDK for Java v1 (com.amazonaws) to v2 (software.amazon.awssdk). Use when projects need to move away from deprecated AWS SDK v1 to the modern v2 API.
- ▌ Cellular Senescence Agent 2 · majiayu000 bundleAI-powered analysis of cellular senescence for aging research, cancer therapy response, and senolytic drug development.
- ▌ Cloudflare Python Workers 2 · majiayu000 bundleBuild Python APIs on Cloudflare Workers using pywrangler CLI and WorkerEntrypoint class pattern. Includes Python Workflows for multi-step DAG automation with @step.do decorators. Use when: building Python serverless APIs, migrating Python code to edge, using Python ML libraries, or creating durable workflows. Prevents async errors, package compatibility issues, handler pattern mistakes.
- ▌ Codex Agent Collaboration 2 · majiayu000 bundleExecute tasks using Codex AI agent for code analysis, implementation, and collaboration
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- ▌ Managing Wpf Popup Focus 2 · majiayu000 bundleManages focus behavior for WPF Popup controls using PreviewMouseDown events. Use when Popup loses focus unexpectedly or needs to stay open during user interaction.
- ▌ MCP Dynamic Orchestrator 3 · majiayu000 bundleDynamic MCP server discovery and code-mode execution via central registry. Use for multiple MCP integrations, tool discovery, progressive disclosure, or encountering MCP context bloat, changing server
- ▌ New Issue 2 · majiayu000 bundleCreate GitHub issues with duplicate detection and codebase analysis. Use when you discover a bug, improvement, or issue that wasn't in the original scope/spec during development. Triggers on phrases like "create an issue", "file a bug", "this should be tracked", "we should fix this later", "out of scope issue", "noticed a problem", "found a bug".
- ▌ Nuxt 5 · majiayu000 bundleUse when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers (validation, WebSocket, SSE) and nitropack v2 patterns.
- ▌ Nuxt 6 · majiayu000 bundleUse when working on Nuxt 4+ projects - provides server routes, file-based routing, middleware patterns, Nuxt-specific composables, and configuration with latest docs. Covers h3 v1 helpers (validation, WebSocket, SSE) and nitropack v2 patterns.
- ▌ Pdx Model Analysis Agent 2 · majiayu000 bundleAI-powered analysis of patient-derived xenograft (PDX) models for drug response prediction, translational research, and personalized treatment selection.
- ▌ Pnpm 3 · majiayu000 bundleFast, disk space efficient package manager for Node.js with strict dependency resolution and monorepo support
- ▌ Preflight 7 · majiayu000 bundlePre-PR check for common issues - run before pushing to catch problems early
- ▌ Quality Complexity Check 2 · majiayu000 bundleAnalyze code complexity metrics including cyclomatic complexity and nesting depth. Use to identify code that needs refactoring.
- ▌ Root Package JSON Config 2 · majiayu000 bundleRoot package.json configuration for MetaSaver monorepos. Use when creating or auditing root package.json files to ensure workspace configuration, required scripts (build, dev, lint, test, format, clean), turbo pipeline scripts, packageManager field, and only devDependencies at root (no dependencies except cross-platform binaries).
- ▌ Serena Code Architecture 2 · majiayu000 bundleArchitectural analysis workflow using Serena symbols and Forgetful memory. Use when analyzing project structure, documenting architecture, creating component entities, or building knowledge graphs from code.
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- ▌ Structuring Wpf Projects 2 · majiayu000 bundleDesigns WPF solution and project structures based on Clean Architecture. Use when creating new WPF solutions, organizing layers, or establishing project naming conventions.
- ▌ Jtbd Map 3 · majiayu000 bundleMap user Jobs to be Done across functional, emotional, and social dimensions. Based on Christensen's JTBD theory.
- ▌ Repomix Reference Walker Src 2 · majiayu000 bundleReference codebase for Walker Src. Use this skill when you need to understand the structure, implementation patterns, or code details of the Walker Src project.
- ▌ Pc Games 3 · majiayu000 bundlePC and console game development principles. Engine selection, platform features, optimization strategies.
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- ▌ Blogwatcher 3 · majiayu000 bundleMonitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.
- ▌ Bluebubbles 5 · majiayu000 bundleBuild or update the BlueBubbles external channel plugin for Zero (extension package, REST send/probe, webhook inbound).
- ▌ Drive Acset 2 · majiayu000 bundleGoogle Drive management via DriveACSet schema with GF(3) triadic routing. Transforms files/folders into typed Interactions, routes to queue fibers, detects saturation for organized-drive-as-condensed-state.
- ▌ Youtube Transcript Analyzer 3 · majiayu000 bundleUse when analyzing YouTube videos for research, learning, or understanding how content relates to a project - downloads transcripts with yt-dlp, chunks long content, and provides context-aware analysis
- ▌ Meta Cognition Parallel 2 · majiayu000 bundleEXPERIMENTAL: Three-layer parallel meta-cognition analysis. Triggers on: /meta-parallel, 三层分析, parallel analysis, 并行元认知
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- ▌ Ca Dev 2 · majiayu000 bundleMaintainer override — suspend orchestration to edit codeArbiter itself. Env-gated (CODEARBITER_DEV=1), entry/exit logged to overrides.log.
- ▌ Fec Typescript Project Standard 2 · majiayu000 bundleUse when creating, configuring, reviewing, or debugging TypeScript project standards across frontend apps, libraries, SDKs, CLIs, monorepo packages, tsconfig, strictness, module/moduleResolution, path aliases, project references, declaration files, package exports, public API types, DTOs, advanced generics, discriminated unions, type guards, type narrowing, or type-level regressions. Prefer framework project skills for React/Vue/Next/Nuxt component architecture; Chinese triggers include TypeScript 项目规范, TS 项目规范, TypeScript 类型安全, 类型建模, 泛型, 判别联合, 类型收窄, tsconfig, 声明文件.
- ▌ Improve Website 2 · majiayu000 bundleGuided journey from a live website that underperforms to a prioritized, evidence-backed backlog of conversion, usability, message, and speed fixes - each shipped as a testable experiment. Orchestrates eight skills phase by phase - cro-methodology, ux-heuristics, refactoring-ui, web-typography, storybrand-messaging, high-perf-browser, made-to-stick, design-everyday-things - asking the user questions at every decision point and recording results in the project docs/ folder (WEBSITE.md, DESIGN.md, EXPERIMENTS.md, IMPROVE-WEBSITE-PLAN.md) so the journey resumes across sessions. Use when the user wants to fix a landing page that isn't converting, diagnose why visitors leave, audit for clarity and usability, or says 'the homepage feels off but a redesign didn't help'. Do not use with no site yet - use create-website; if it converts but needs more traffic or leads, grow-website; if the friction is in a product app, not the marketing site, improve-app. For one framework in isolation, invoke that skill directly.
- ▌ Prd V06 Technical Specification 2 · majiayu000 bundleDefine implementation contracts (APIs and data models) that developers will build against during PRD v0.6 Architecture. Triggers on requests to define APIs, design database schema, create data models, or when user asks "define APIs", "data model", "database schema", "API contracts", "technical spec", "endpoint design", "schema design". Consumes ARC- (architecture), TECH- (Build items), UJ- (flows), SCR- (screens). Outputs API- entries for endpoints and DBT- entries for data models. Feeds v0.7 Build Execution.
- ▌ 161 Java Profiling Detect 2 · majiayu000 bundleUse when you need to set up Java application profiling to detect and measure performance issues — including automated async-profiler v4.0 setup, problem-driven profiling (CPU, memory, threading, GC, I/O), interactive profiling scripts, JFR integration with Java 25 (JEP 518, JEP 520), or collecting profiling data with flamegraphs and JFR recordings. This should trigger for requests such as Improve the code with profiling; Apply Profiling; Refactor the code with profiling; Add profiling support. Part of cursor-rules-java project
- ▌ Context7 9 · majiayu000 bundleFetch up-to-date library documentation using Context7 API. Use this skill when the user asks for docs, examples, or help with a specific library/framework (e.g., "look up React docs", "context7 nextjs routing", "fetch docs for fastapi").
- ▌ Core Tdd 2 · majiayu000 bundle코어 계층(Domain, UseCase, Service, Command/Query) TDD 개발 지침. Red-Green-Refactor 사이클을 통해 테스트 주도 개발을 수행합니다. 테스트를 먼저 작성하고, 테스트가 통과하는 최소한의 코드를 구현합니다.
- ▌ Dbt Projects On Snowflake 2 · majiayu000 bundleDeploying, managing, executing, and monitoring dbt projects natively within Snowflake using dbt PROJECT objects and event tables. Use this skill when you want to set up dbt development workspaces, deploy projects to Snowflake, schedule automated runs, monitor execution with event tables, or enable team collaboration directly in Snowflake.
- ▌ Do Work 2 · majiayu000 bundleExecute development work from a scratchpad, tracking progress with TodoWrite and making atomic commits. This skill MUST be invoked as the first action when user says "start work on issue
- ▌ Eds Performance Debugging 2 · majiayu000 bundleGuide for debugging and performance optimization of EDS blocks including error handling, FOUC prevention, Core Web Vitals optimization, and debugging workflows for Adobe Edge Delivery Services.
- ▌ Fec Vite Project Standard 2 · majiayu000 bundleUse when creating, configuring, reviewing, or debugging Vite-based frontend projects, vite.config.ts, env variables, dev server proxy, HMR, plugin ordering, library mode, dependency pre-bundling, bundle splitting, or Vite build performance. Use framework-specific skills for React/Vue component architecture; Chinese triggers include Vite 配置, vite.config, Vite 构建, Vite 性能.
- ▌ Google Gemini File Search 2 · majiayu000 bundleBuild document Q&A and searchable knowledge bases with Google Gemini File Search - fully managed RAG with automatic chunking, embeddings, and citations. Upload 100+ file formats (PDF, Word, Excel, code), configure semantic search, and query with natural language. Use when: building document Q&A systems, creating searchable knowledge bases, implementing semantic search without managing embeddings, indexing large document collections (100+ formats), or troubleshooting document immutability errors (delete+re-upload required), storage quota issues (3x input size for embeddings), chunking configuration (500 tokens/chunk recommended), metadata limits (20 key-value pairs max), indexing cost surprises ($0.15/1M tokens one-time), operation polling timeouts (wait for done: true), force delete errors, or model compatibility (Gemini 2.5 Pro/Flash only).
- ▌ Install Tool 2 · majiayu000 bundleParse the arguments for tool names and optional versions. If no version is specified, default to @latest.
- ▌ Motion Animation Patterns 2 · majiayu000 bundleUse this skill for implementing Motion (Framer Motion) animations in React applications. Covers animation presets, page transitions, modal animations, list stagger effects, hover interactions, skeleton loaders, and RTL-aware animation patterns.
- ▌ New Tool 2 · majiayu000 bundleA set of resources to help agents create new tools and integrate them into the site build process for successful deployment
- ▌ Open Source Contributions 3 · majiayu000 bundleCreate maintainer-friendly pull requests for open source projects with clean code submissions and professional communication. Prevents 16 common mistakes that cause PR rejection. Use when: contributing to public repositories, submitting PRs to community projects, migrating from contributor to maintainer workflows, or troubleshooting PR rejection, working on main branch errors, failing CI checks, or personal artifacts in commits.
- ▌ Project Board Enforcement 3 · majiayu000 bundleMANDATORY for all work - the project board is THE source of truth. This skill provides verification functions and gates that other skills MUST call. No work proceeds without project board compliance.