majiayu000
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- ▌ Moltbot Registry · majiayu000 bundleUse the Moltbot registry CLI to search, install, update, and publish agent skills from local-registry. Use when you need to fetch new skills on the fly, sync installed skills to latest or a specific version, or publish new/updated skill folders with the npm-installed moltbot registry CLI.
- ▌ Monetization Systems · majiayu000 bundleGame monetization strategies, in-app purchases, battle passes, ads integration, and player retention mechanics. Ethical monetization that respects players.
- ▌ Mongodb Find Queries · majiayu000 bundleMaster MongoDB find queries with filters, projections, sorting, and pagination. Learn query operators, comparison, logical operators, and real-world query patterns. Use when retrieving data from MongoDB collections.
- ▌ Mongodb Transactions · majiayu000 bundleMaster MongoDB ACID transactions for multi-document operations. Learn session management, transaction mechanics, error handling, and production patterns. Guarantee data consistency across multiple operations.
- ▌ Monitoring Debugging · majiayu000 bundleMonitor Bob The Skull operation and debug issues. Use when checking system health, diagnosing problems, analyzing logs, monitoring state transitions, or troubleshooting component failures. Covers web monitor, logs, MQTT, state machine, and performance metrics.
- ▌ Monorepo And Tooling · majiayu000 bundleYou are a coding standards expert specializing in monorepo and tooling.
- ▌ Motherduck Load Data · majiayu000 bundleLoad data into MotherDuck from local files, object storage, HTTPS, dataframes, or external databases. Use when choosing a MotherDuck-specific ingestion path, especially CTAS and INSERT...SELECT, bulk loading, secrets, and Postgres-endpoint versus DuckDB-client tradeoffs.
- ▌ Motivation Generator · majiayu000 bundleProvide inspiring coding wisdom, productivity tips, and encouragement to keep developers motivated and focused
- ▌ Multi Agent Research · majiayu000 bundleApply Anthropic's production multi-agent research patterns for complex research tasks. Use when research involves multiple independent dimensions, requires synthesis across many sources, or needs parallelization for speed. Includes query complexity assessment, parallel execution, progressive search refinement, thinking strategies, and findings compression.
- ▌ Multi Agent Workflow · majiayu000 bundleManager session that launches worker Claude instances in parallel git worktrees for concurrent implementations. Observer subagents monitor workers and report results. Manager evaluates implementations and accepts the best one into the target branch.
- ▌ Multi AI Code Review · majiayu000 bundleMulti-perspective code review using Claude, Gemini, and Codex as specialized agents. 5-dimensional analysis (security, performance, maintainability, correctness, style) with LLM-as-judge consensus, quality scoring, and CI/CD integration. Use when reviewing PRs, auditing code quality, preparing production releases, or establishing code review workflows.
- ▌ Multi Cloud Strategy · majiayu000 bundleDesign and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.
- ▌ Multi Model Research · majiayu000 bundleOrchestrate multiple frontier LLMs (Claude, GPT-5.1, Gemini 3.0 Pro, Perplexity Sonar, Grok 4.1) for comprehensive research using LLM Council pattern with peer review and synthesis
- ▌ Bio Workflows Multi Omics Pipeline · majiayu000 bundleEnd-to-end multi-omics integration workflow. Orchestrates data harmonization, MOFA/mixOmics integration, factor interpretation, and downstream analysis across transcriptomics, proteomics, metabolomics, and other modalities. Use when integrating multiple omics datasets.
- ▌ Multi Stage Pipeline · majiayu000 bundleCreate multi-stage Azure Pipelines with deployment gates and approvals. Use when implementing complex deployment pipelines with multiple environments.
- ▌ Multiplayer Building · majiayu000 bundleNetworking systems for multiplayer building games. Use when implementing networked construction, delta synchronization, client prediction, or conflict resolution. Server-authoritative model with optimistic client prediction for responsive gameplay.
- ▌ Multiversion Support · majiayu000 bundleGuide for multi-version development and version-specific API differences
- ▌ Museum Documentation · majiayu000 bundleWrite elegant, narrative-driven documentation that treats codebases and systems as exhibits worth exploring. Use when creating documentation for Wanderers and visitors who want to understand how Grove works. This is the "fancy" documentation style—warm, inviting, meant to be read and enjoyed.
- ▌ Must Gather Analyzer · majiayu000 bundleAnalyze OpenShift must-gather diagnostic data including cluster operators, pods, nodes, and network components. Use this skill when the user asks about cluster health, operator status, pod issues, node conditions, or wants diagnostic insights from must-gather data. Triggers: "analyze must-gather", "check cluster health", "operator status", "pod issues", "node status", "failing pods", "degraded operators", "cluster problems", "crashlooping", "network issues", "etcd health", "analyze clusteroperators", "analyze pods", "analyze nodes"
- ▌ Musubix Sdd Workflow · majiayu000 bundleGuide for MUSUBIX SDD (Specification-Driven Development) workflow. Use this when asked to develop features using MUSUBIX methodology, create requirements, designs, or implement code following the 9 constitutional articles.
- ▌ Running Mutation Tests · majiayu000 bundleThis skill enables Claude to validate test suite quality by performing mutation testing. It is triggered when the user asks to run mutation tests, analyze test effectiveness, or improve test coverage. The skill introduces code mutations, runs tests against the mutated code, and reports on the "survival rate" of the mutations, indicating the effectiveness of the test suite. Use this skill when the user requests to assess the quality of their tests using mutation testing techniques. Specific trigger terms include "mutation testing", "test effectiveness", "mutation score", and "surviving mutants".
- ▌ Mvp Product Director · majiayu000 bundleAnalyzes MVP codebases and recommends prioritized next steps for product development. Use when the user asks "what should I build next?", "how do I improve my MVP?", "what features should I add?", or needs guidance on product direction after completing initial development.
- ▌ Mycarrierpackets API · majiayu000 bundleThis skill should be used when the user asks to 'integrate with MyCarrierPackets', 'set up MCP API', 'onboard carriers', 'Intellivite invitation', 'monitor carriers', 'Assure Advantage', 'get carrier data', 'retrieve COI', 'get W9', 'carrier risk assessment', 'check completed packets', or when implementing TMS carrier management features. Provides comprehensive guidance for MyCarrierPackets API authentication, carrier invitations, data retrieval, monitoring, and document management.
- ▌ N Plus One Detection · majiayu000 bundleDetects N+1 query problems in GraphQL resolvers and TypeScript code. Checks for missing DataLoader usage, sequential database queries in loops, and resolver batching opportunities. Use before committing GraphQL resolvers or during performance reviews.
- ▌ N8n Code Expressions · majiayu000 bundleWrite code and expressions in n8n - JavaScript, Python, built-in variables, data transformation
- ▌ N8n Workflow Builder · majiayu000 bundleDesign and build n8n workflows - triggers, nodes, flow logic, error handling, and best practices
- ▌ Nano Banana Imagegen · majiayu000 bundleGenerate and edit images using Google's Nano Banana (Gemini Image API). Use when the user wants to create AI-generated images, edit existing images, create infographics, generate product mockups, design social media graphics, or perform any image generation/manipulation task. Requires GEMINI_API_KEY environment variable.
- ▌ Bio Long Read Sequencing Nanopore Methylation · majiayu000 bundleCalls DNA methylation from Oxford Nanopore sequencing data using signal-level analysis. Use when detecting 5mC or 6mA modifications directly from nanopore reads without bisulfite conversion.
- ▌ Narrative Nonfiction · majiayu000 bundleUse when writing self-help books, memoirs, or prescriptive guides with story elements. Trigger on: 'self-help book', 'transformation arc', 'metaphor consistency', 'reader journey', 'exercise design', or narrative nonfiction projects.
- ▌ Nats Vigil Messaging · majiayu000 bundleNATS JetStream messaging for Vigil Guard 2.0+ migration. Use when implementing message queues, detection workers, request-reply API, async processing, Dead Letter Queues, or migrating from n8n webhooks to NATS-based architecture.
- ▌ Natural Language SQL · majiayu000 bundleแปลง natural language เป็น SQL queries และอธิบาย SQL ด้วยภาษาธรรมดา
- ▌ Navbar Configuration · majiayu000 bundleConfigure navbar menu items, logo, buttons, and styling. Sets up navigation from sitemap.md, ensures dropdown z-index is above content, configures buttons, and updates i18n. Dynamically finds navbar*.tsx component.
- ▌ Navigation Architect · majiayu000 bundleDesigns and implements navigation flows using Expo Router (file-based routing). Use when adding new screens, handling deep links, or restructuring the app's layout.
- ▌ Nest Server Updating · majiayu000 bundleKnowledge base for updating @lenne.tech/nest-server. Use when discussing nest-server updates, upgrades, migrations, breaking changes, or version compatibility. Provides resources, migration guide patterns, and error solutions. For execution, use the lt-dev:nest-server-updater agent.
- ▌ Nesting Optimization · majiayu000 bundleWhen the user wants to nest irregular shapes on sheets, pack non-rectangular parts optimally, or solve nesting problems for manufacturing. Also use when the user mentions "nesting," "irregular shape packing," "polygon nesting," "shape nesting," "marker making," "leather nesting," "sheet metal nesting," "garment cutting optimization," or "CNC nesting." For rectangular items, see 2d-cutting-stock. For 1D problems, see 1d-cutting-stock.
- ▌ Nestjs Testing Skill · majiayu000 bundleUse this skill whenever the user wants to set up, write, or refactor tests for a NestJS TypeScript backend, including unit tests, integration tests, and e2e tests with Jest, TestingModule, and Supertest.
- ▌ Netresearch Branding · majiayu000 bundleAgent Skill: Apply Netresearch brand identity. MANDATORY for Netresearch projects. Include: (1) [n] logo, (2) colors #2F99A4/#FF4D00/#585961, (3) Raleway+Open Sans fonts.
- ▌ New Tool Development · majiayu000 bundleGuide for creating new tools in the SuperTool application. Use this when asked to add a new tool, create a tool page, or implement tool functionality.
- ▌ News Collector Agent · majiayu000 bundleCollects daily hot stock market issues and top movers for MeowStreet Wars video production. Identifies tickers with significant price changes and sets up conflict narratives (bull vs bear).
- ▌ Newsletter Publisher · majiayu000 bundlePrepare newsletters for publication by validating format, structure, frontmatter, and content. Use when reviewing drafts before sending.
- ▌ Nextjs 16 Specialist · majiayu000 bundleThis skill should be used when developing Next.js 16 applications with React, TypeScript, Material-UI V7, and Firebase. Provides comprehensive guidance on setup, best practices, error handling, and advanced patterns for production-ready applications.
- ▌ Nextjs Anti Patterns · majiayu000 bundleIdentify and fix common Next.js App Router anti-patterns and mistakes. Use when reviewing code for Next.js best practices, debugging performance issues, migrating from Pages Router patterns, or preven
- ▌ Nextjs Configuration · majiayu000 bundleNext.js 15 configuration with App Router. Use when setting up or configuring Next.js projects.
- ▌ Nextjs Data Fetching · majiayu000 bundleApply when fetching data in Next.js App Router: server components, caching strategies, revalidation, and streaming.
- ▌ Nextjs Ddd Architect · majiayu000 bundleDomain-Driven Design architecture for Next.js 16 App Router projects. Provides domain-driven folder structures, layered architecture patterns, bounded context design, and separation of concerns. Use when refactoring to DDD, designing modular architecture, organizing domains, or scaling applications with clean architecture principles.
- ▌ Nextjs Project Setup · majiayu000 bundleComprehensive Next.js project setup from scratch following industry best practices. Use when creating new Next.js projects, requiring template selection, design system ideation, specifications, wireframes, implementation with TDD, QA validation, and complete documentation. Handles both simple quick-start and complex multi-phase projects with sub-agent orchestration.
- ▌ Nexus Elements Swaps · majiayu000 bundleInstall and use the Swaps widget (SwapWidget) from Nexus Elements. Use for cross-chain exact-in or exact-out swaps with intent progress UI.
- ▌ Nginx Config Builder · majiayu000 bundleGenerate NGINX configuration files for web servers, reverse proxies, load balancing, SSL termination, and static file serving. Triggers on "create nginx config", "generate nginx.conf", "nginx configuration for", "reverse proxy config".
- ▌ Nielsen User Control · majiayu000 bundleProporciona a usuarios control total sobre sus acciones con opciones de deshacer y salir. Use cuando diseñe flujos de navegación, acciones destructivas, o cualquier operación que el usuario pueda querer revertir.
- ▌ Nixtla Schema Mapper · majiayu000 bundleTransform data sources to Nixtla schema (unique_id, ds, y) with column inference. Use when preparing data for forecasting. Trigger with 'map to Nixtla schema' or 'transform data'.
- ▌ Nlp Pipeline Builder · majiayu000 bundleNatural language processing ML pipelines for text classification, NER, sentiment analysis, text generation, and embeddings. Activates for "nlp", "text classification", "sentiment analysis", "named entity recognition", "BERT", "transformers", "text preprocessing", "tokenization", "word embeddings". Builds NLP pipelines with transformers, integrated with SpecWeave increments.
- ▌ Nodes Node Structure · majiayu000 bundleStructure n8n nodes correctly with INodeTypeDescription, resource-operation patterns, and proper package.json configuration. Use this skill when creating new *.node.ts files, defining INodeTypeDescription properties, implementing resource and operation parameters, building trigger nodes, organizing complex nodes into actions folders, or configuring the n8n section in package.json. Apply when choosing between declarative and programmatic styles, setting up node metadata, or structuring community node packages.
- ▌ Nomos Test Execution · majiayu000 bundleOrchestrates test execution for the Nomos monorepo following TESTING_GUIDE.md standards. Use this when running tests, debugging test failures, validating coverage, or executing verification checklists from AGENTS.md files.
- ▌ Non Fiction Revision · majiayu000 bundleDiagnose and guide revisions in non-fiction books. Use for non-fiction book revision, when arguments feel weak, evidence is outdated, readers report confusion, thesis is unclear, or book structure has problems. Keywords: non-fiction, revision, thesis, argument, evidence, structure.
- ▌ Nonstop Orchestrator · majiayu000 bundleNONSTOP v2.1 - Unstoppable task executor with ULTRATHINK planning, parallel agents, and perfectionist verification. Full lib integration. Keywords: nonstop, sprint, unstoppable, perfect, parallel, ult
- ▌ North Star Alignment · majiayu000 bundleUse when defining success metrics for products or features - connects product metrics to company mission and business model by mapping to North Star metrics (MAU, conversion rate, transactions)
- ▌ Nostr Wallet Connect · majiayu000 bundleUse when implementing Nostr Wallet Connect (NIP-47) wallet service - provides complete patterns for generating NWC connection strings, publishing info events, listening for requests, processing wallet commands, and sending encrypted responses. Client-side patterns included for reference.
- ▌ Notification Trigger · majiayu000 bundleTriggers notifications exclusively for VERY IMPORTANT priority tasks that are incomplete and due within 6 hours. Repeats every 10 minutes with duplicate prevention tracking in memory. Clears tracking when tasks complete or due times pass.
- ▌ Notifications Toasts · majiayu000 bundleUse when animating notifications, toasts, alerts, snackbars, or system messages to grab attention appropriately
- ▌ Notion Docs Enhancer · majiayu000 bundle使用 Playwright 浏览器自动化快速创建和完善 Notion 文档。 触发场景:用户提到"Notion"、"完善文档"、"创建页面"、"填充内容"、"notion文档"。 适用于:创建新页面、修改标题、粘贴 Markdown 内容、格式化文档。
- ▌ Notion MCP Developer · majiayu000 bundleDevelop Notion templates and databases using Notion MCP tools in Claude Code. Orchestrates escape room design skills (narrative-architect, puzzle-designer, formula-master, localizer, playtester) and implements their output via Notion MCP API. Use when creating Notion templates, building databases, implementing game mechanics, or managing complex multi-step Notion development workflows. Handles rate limits, session persistence via Serena MCP, and iterative development cycles.
- ▌ NPM Monorepo Publish · majiayu000 bundleOrchestrate publishing monorepo packages to npm using Lerna with OTP handling, pre-publish validation (build + lint), dry-run preview, and post-publish verification. Use when user requests to publish, release, or deploy packages to npm registry. Designed for Lerna-managed monorepos with 2FA-enabled npm accounts.
- ▌ Numerical Validation · majiayu000 bundleVerify mathematical correctness and numerical accuracy after code changes
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- ▌ Nw Ddd Eventsourcing · majiayu000 bundleEvent Sourcing and CQRS as DDD implementation patterns — when to use, aggregate event streams, projections, snapshots, sagas, upcasting, conflict resolution
- ▌ OAUTH Implementation · majiayu000 bundleOAuth 2.0 and OpenID Connect authentication with secure flows. Use for third-party integrations, SSO systems, token-based API access, or encountering authorization code flow, PKCE, token refresh, scope management errors.
- ▌ Oauth21 Bearer Token · majiayu000 bundleOAuth 2.1 Bearer Token usage guide. Use when implementing access token transmission, Authorization header support, resource server validation, and security requirements. Covers query parameter prohibition and token protection. Based on OAuth 2.1 Section 5 requirements.
- ▌ Obra Executing Plans · majiayu000 bundleUse when you have a written implementation plan to execute in a separate session with review checkpoints
- ▌ Obs Plugin Reviewing · majiayu000 bundleReview OBS Studio plugins for correctness, memory safety, thread safety, and best practices. Audits module registration, callback implementations, resource cleanup, and common anti-patterns. Use when reviewing OBS plugin code or preparing for release.
- ▌ Obs Windows Building · majiayu000 bundleBuild OBS Studio plugins for Windows using MSVC or MinGW. Covers Visual Studio setup, .def file exports, Windows linking (ws2_32, comctl32), platform-specific sources, and DLL verification. Use when building OBS plugins natively on Windows or troubleshooting Windows builds.
- ▌ Observability Design · majiayu000 bundleMonitoring strategies, distributed tracing, SLI/SLO design, and alerting patterns. Use when designing monitoring infrastructure, defining service level objectives, implementing distributed tracing, creating alert rules, building dashboards, or establishing incident response procedures. Covers the three pillars of observability and production readiness.
- ▌ Obsi Archive Project · majiayu000 bundle완료된 프로젝트를 검증(Dependency Check), 정리(Cleanup) 후 안전하게 연도별 아카이브로 이동시킵니다.
- ▌ Obsi Project Kickoff · majiayu000 bundleStandards for creating new Obsidian projects with consistent structure and metadata.
- ▌ Obsidian Add Content · majiayu000 bundleObsidian vault에 새로운 Frontend 지식 또는 Team Sparta 프로젝트를 템플릿 기반으로 추가합니다. 폴더 존재 여부를 확인하고 필요시 생성합니다.
- ▌ Obsidian Frontmatter · majiayu000 bundleAplicar reglas consistentes de YAML frontmatter en Obsidian: un bloque, claves estándar, fechas YYYY-MM-DD, tags en lista, comillas cuando proceda.
- ▌ Obsidian Moc Creator · majiayu000 bundleCreate and maintain Maps of Content (MOCs) for Obsidian vault navigation. Use when directories lack navigation structure, content needs organization, or index pages are missing. Generates MOCs based on directory structure and file analysis.
- ▌ Ocaml Dune Migration · majiayu000 bundleMigrating OCaml projects from ocamlbuild/topkg to dune. Use when discussing _tags files, .mllib files, pkg/pkg.ml, topkg, or build system migration.
- ▌ Ocaml NPM Publishing · majiayu000 bundlePublishing OCaml to npm via js_of_ocaml and wasm_of_ocaml. Use when discussing browser targets, JavaScript compilation, WASM output, npm packages, or the two-branch workflow.
- ▌ Oe Release Readiness · majiayu000 bundlePre-merge/release readiness checklist for OpenEvent-AI. Use when preparing a PR for production: run the fastest validation lanes first (compile/import, smoke suite, deterministic site-visit trace), then escalate to full suites or integration checks as needed.
- ▌ Office Crm Management · majiayu000 bundleManage contacts, companies, deals, and relationships. Use when adding contacts, logging interactions, or working with CRM data to prevent duplicates and maintain data quality.
- ▌ Onboarding Blueprint · majiayu000 bundleTemplate for designing onboarding journeys, milestones, and measurement plans.
- ▌ Onboarding New Hires · majiayu000 bundleDesign a high-signal onboarding experience and produce a New Hire Onboarding Pack (preboarding checklist, first-week plan, buddy/first-pair plan, listening tour kit, working agreement, 30/60/90 + 1y/2y success plan, 30-day state-of-the-union memo). Use for onboarding, first 90 days, new hire ramp, manager onboarding plan, and joining plans. Category: Hiring & Teams.
- ▌ Openai Chatkit Setup · majiayu000 bundleDEPRECATED - Use chatkit-frontend skill instead. This skill has been consolidated into the chatkit-frontend skill for better organization.
- ▌ Openai Deep Research · majiayu000 bundleUse OpenAI's Deep Research API (o3 / o4 models) to automate multi-step, citation-backed research workflows.
- ▌ Openapi Spec Builder · majiayu000 bundleGenerate OpenAPI 3.x specification files (YAML) with endpoints, schemas, authentication, and examples for REST API documentation. Triggers on "create OpenAPI spec", "generate API documentation", "swagger spec for", "REST API schema".
- ▌ Openwebf App Webf Go · majiayu000 bundleRun and debug a WebF app specifically in WebF Go (desktop/iOS/Android): load dev URLs, connect via devtools://, collect WEBF_NATIVE_LOG logs, clear WebF Go cache, and handle WebF Go limitations. Use w
- ▌ Operating Kubernetes · majiayu000 bundleOperating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage, security hardening, and autoscaling. Use when deploying workloads to Kubernetes, configuring cluster resources, implementing security policies, or troubleshooting operational issues.
- ▌ Operations Optimizer · majiayu000 bundleStreamline business operations, eliminate inefficiencies, automate workflows, and improve productivity
- ▌ Ops Identity Hygiene · majiayu000 bundleActive Directory operational hygiene analyzer for OpsIdentity project. Detects administrative disorder, architectural debt, and suboptimal configurations—not offensive security. Use when (1) improving OpsIdentity PowerShell collection functions, (2) adding AI analysis prompts to server.js, (3) analyzing coverage gaps against 87 industry metrics, (4) implementing smart filtering or anti-hallucination rules. Triggers on AD health, GPO analysis, replication, trusts, token size, FSMO, site topology, DNS/DHCP hygiene, or requests to analyze existing OpsIdentity code.
- ▌ Optimization Mastery · majiayu000 bundle2026-grade Cross-Domain Optimization. Expertise in Interaction to Next Paint (INP), Partial Hydration, UUIDv7 indexing, and AI Token Stewardship. Performance is a feature, not an afterthought.
- ▌ Optimization Monitor · majiayu000 bundleReal-time performance metrics collection, bottleneck detection, SLA monitoring, anomaly detection, and resource tracking. Use for continuous system monitoring, performance dashboards, and proactive issue detection.
- ▌ Orcaflex Line Wizard · majiayu000 bundleConfigure OrcaFlex line properties and use the Line Setup Wizard for automatic tension/length calculations. Use for mooring line configuration, riser setup, and achieving target line properties.
- ▌ Orcaflex Operability · majiayu000 bundlePerform operability analysis combining multiple sea states to assess system availability and weather downtime. Generate operability envelopes, critical heading analysis, and downtime calculations from wave scatter diagrams.
- ▌ Orcawave To Orcaflex · majiayu000 bundleIntegration specialist for converting OrcaWave diffraction results to OrcaFlex vessel types. Handles hydrodynamic database generation, RAO import, viscous damping addition, and coordinate system transformations.
- ▌ Orchard Core Theming · majiayu000 bundleEvidence-first Orchard Core theming skill for shapes, alternates, placement, Razor/Liquid templates, content model access, assets/resources, and recipes. Use for theme adjustments, shape overrides, template discovery, content item/field access, placement.json rules, and recipe authoring in Orchard Core projects.
- ▌ Orchestration Logger · majiayu000 bundleUnified logging system for AI orchestration workflows with current state metadata and execution logs in a single file
- ▌ Orchestrator Planner · majiayu000 bundleProduct Planner for Claude Orchestrator. Creates planning documents with product vision, features, user flows, and requirements. Use when asked to plan a task or create a planning document for the orchestrator.
- ▌ Ordinals Marketplace · majiayu000 bundleBrowse and search 1Sat Ordinals marketplace on GorillaPool. View listings, search inscriptions, check sales, and find NFTs.
- ▌ Org Workflow Rollout · majiayu000 bundleRoll out or update a GitHub Actions workflow file across multiple org repositories with signed commits and PRs
- ▌ Oscal Text Converter · majiayu000 bundleConvert OSCAL documents between formats (JSON, YAML, XML) and to human-readable formats like Markdown or plain text. Use for document transformation, reporting, and making OSCAL data accessible to non-technical stakeholders.