majiayu000
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- ▌ Macos Development 3 · majiayu000 bundlemacOS Tahoe development patterns including window management, menu bars, NSWindow integration, Mac Catalyst, status bar items, document-based apps, and macOS-specific SwiftUI modifiers. Use when user asks about macOS development, window management, menu bar, status items, Mac Catalyst, document apps, or macOS-specific patterns.
- ▌ Prd V04 User Journey Mapping 2 · majiayu000 bundleMap user missions from trigger to value moment, organizing features into coherent paths during PRD v0.4 User Journeys. Triggers on requests to map user journeys, define user flows, describe how users accomplish goals, or when user asks "map user journeys", "define user flows", "user missions", "how do users accomplish X?", "journey mapping", "what steps do users take?", "pain to value flow". Consumes PER- (Persona Definition), FEA- (Feature Value Planning), KPI- (Outcome Definition). Outputs UJ- entries with step flows, pain points, and value moments. Feeds v0.4 Screen Flow Definition.
- ▌ 51 Execute Quality 150 2 · majiayu000 bundle[51] EXECUTE. Commitment to maximum quality work with 150% coverage. Use when you need the highest quality output for critical tasks, complex problems, important decisions, or when standard work isn't enough. Triggers on "maximum quality", "150% mode", "full quality", "critical task", or when you explicitly want AI to work at its best.
- ▌ Ln 613 Code Comments Auditor 3 · majiayu000 bundleChecks WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup. Use when auditing code comments.
- ▌ Researchers Verifier 2 · majiayu000 bundlePerforms quality control, citation validation, and fact-checking before human review. Use after research is complete to verify all sources and claims before production.
- ▌ Python Testing Patterns 10 · majiayu000 bundleImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
- ▌ Context Optimization 8 · majiayu000 bundleApply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when implementing long-running agent systems.
- ▌ Color Theory Palette Harmony Expert 2 · majiayu000 bundleExpert in color theory, palette harmony, and perceptual color science for computational photo composition. Specializes in earth-mover distance optimization, warm/cool alternation, diversity-aware palette selection, and hue-based photo sequencing. Activate on "color palette", "color harmony", "warm cool", "earth mover distance", "Wasserstein", "LAB space", "hue sorted", "palette matching". NOT for basic RGB manipulation (use standard image processing), single-photo color grading (use native-app-designer), UI color schemes (use vaporwave-glassomorphic-ui-designer), or color blindness simulation (accessibility specialists).
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- ▌ Forge Normal Maps 2 · majiayu000 bundleAdd tangent-space normal mapping to an SDL GPU project. Extends the vertex layout with tangent vectors, constructs a TBN matrix in the vertex shader, and samples/decodes normal maps in the fragment shader for per-texel surface detail.
- ▌ Plutonium Create Resource 2 · majiayu000 bundleGenerate Plutonium resources with models, migrations, controllers, policies, and definitions
- ▌ Snowflake Semantic Views 2 · majiayu000 bundleCreate, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to validate semantic-view DDL against Snowflake via CLI, or to guide Snowflake CLI installation and connection setup.
- ▌ Agentuity CLI Cloud Keyvalue Create Namespace 2 · majiayu000 bundleCreate a new keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations
- ▌ Ln 113 Backend Docs Creator 4 · majiayu000 bundleCreates backend docs (api_spec.md, database_schema.md). Use when project has backend API or database.
- ▌ Ln 130 Tasks Docs Creator 5 · majiayu000 bundleCreates task management docs (kanban board, workflow rules) with Linear integration. Use when setting up task tracking for a project.
- ▌ Content Experimentation Best Practices 2 · majiayu000 bundleA/B testing and content experimentation methodology for data-driven optimization. Use when setting up A/B tests, multivariate tests, or experimentation infrastructure — including experiment design, statistical significance, conversion rate optimization (CRO), feature flags, or integrating experiments with a CMS. Trigger when the user mentions A/B test, split test, variant, experiment, CRO, conversion rate, statistical significance, feature flag, or asks how to test or measure content changes.
- ▌ Ln 644 Dependency Graph Auditor 3 · majiayu000 bundleL3 Worker. Builds dependency graph, detects cycles (DFS), validates boundary rules, calculates coupling metrics (Ca/Ce/I, CCD/NCCD). Adaptive architecture detection.
- ▌ Commercial Lease Assignment Consent Framework 2 · majiayu000 bundleYou are an expert in commercial lease assignment and subletting law under the Ontario Commercial Tenancies Act, s.24, providing guidance on consent requirements, reasonableness standards, and landlord
- ▌ Ln 201 Opportunity Discoverer 6 · majiayu000 bundleDiscovers growth opportunities using Traffic-First KILL funnel. Use when searching for next product direction with validated demand.
- ▌ Gemini Research Subagent 2 · majiayu000 bundleDelegates large-context code analysis to Gemini CLI. Use when analyzing codebases, tracing bugs across files, reviewing architecture, or performing security audits. Gemini reads, Claude implements.
- ▌ Lexical Editor Image Management 2 · majiayu000 bundleImplement Lexical Editor with automatic image management using Laravel Observers. Converts base64 images to file storage, deletes unused images, and handles cleanup. Use when building WYSIWYG editors with rich content, managing media uploads in editors, implementing automatic image optimization, or setting up Observer-based storage management for rich text editors.
- ▌ Ln 770 Crosscutting Setup 4 · majiayu000 bundleSets up logging, error handling, CORS, health checks, and API docs. Use when adding cross-cutting concerns to backend projects.
- ▌ Stream Coding 2 · majiayu000 bundleDocumentation-first development methodology. The goal is AI-ready documentation - when docs are clear enough, code generation becomes automatic.
- ▌ Ln 113 Backend Docs Creator 5 · majiayu000 bundleCreates backend docs (api_spec.md, database_schema.md). Use when project has backend API or database.
- ▌ Agentuity CLI Cloud Vector List Namespaces 2 · majiayu000 bundleList all vector namespaces. Requires authentication. Use for Agentuity cloud platform operations
- ▌ B2c Localization 2 · majiayu000 bundleGuide for localizing templates, forms, and content in Salesforce B2C Commerce
- ▌ Jurastudium Anpassen 2 · majiayu000 bundleLernprofil anpassen: Lernstil wechseln, Fächer aktualisieren, Material hinzufügen, Bundesland oder Prüfungsziel ändern. Lade diesen Skill bei Anfragen wie „Profil ändern", „Lernstil wechseln", „neues Fach hinzufügen", „Bundesland aktualisieren" oder „anpassen".
- ▌ Git Finishing A Development Branch 2 · majiayu000 bundleUse when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
- ▌ Context Degradation 2 · majiayu000 bundleRecognize, diagnose, and mitigate patterns of context degradation in agent systems. Use when context grows large, agent performance degrades unexpectedly, or debugging agent failures.
- ▌ Session Palace Builder 4 · majiayu000 bundleBuilds session-scoped temporary memory palaces for extended conversations. Use when tracking state across interruptions in a multi-step project.
- ▌ Writing Clearly And Concisely 4 · majiayu000 bundleApply Strunk's writing rules to any prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer.
- ▌ 413 Frameworks Quarkus DB Migrations Flyway 2 · majiayu000 bundleUse when you need to add or review Flyway database migrations in a Quarkus application — quarkus-flyway extension, db/migration scripts, quarkus.flyway.* configuration, migrate-at-start, and alignment with JDBC or Panache. This should trigger for requests such as Add or review Flyway migrations in a Quarkus project; Configure quarkus-flyway or db/migration layout. Part of cursor-rules-java project
- ▌ Architecture Designer 3 · majiayu000 bundleUse when designing new system architecture, reviewing existing designs, or making architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning.
- ▌ Dev Asset Lesson 2 · majiayu000 bundleAdd an asset pipeline lesson — hybrid Python + C track for asset processing, procedural geometry, and web frontend
- ▌ Forge Linear Fog 2 · majiayu000 bundleAdd depth-based distance fog to an SDL GPU project. Supports linear, exponential, and exponential-squared modes. Fog is applied in the fragment shader after lighting, blending the lit color toward a fog color based on camera distance.
- ▌ Landing Page Builder 2 · majiayu000 bundleGenerate structured landing page copy with hero, body, proof, and CTA sections. Framework-agnostic - adapts approach based on awareness level and offer type.
- ▌ Output Meta Project Context 2 · majiayu000 bundleComprehensive guide to Output.ai Framework for building durable, LLM-powered workflows orchestrated by Temporal. Covers project structure, workflow patterns, steps, LLM integration, HTTP clients, and CLI commands.
- ▌ Test Bootc Build 2 · majiayu000 bundleRun a bootc build test and report results. Builds a bootc container image, optionally creates a disk image, and downloads the artifact.
- ▌ Ln 111 Root Docs Creator 7 · majiayu000 bundleCreates root documentation files (CLAUDE.md, docs/README.md, standards, principles, tools config). Use for initial project doc setup.
- ▌ Erstgespraech Mandatsannahme 6 · majiayu000 bundleStrukturierter Erstgespraechsleitfaden für Vergaberecht (Oberschwellen- und Unterschwellenvergabe): Erfassung der Konstellation, Konflikt- und GwG-Check, Vollmacht, Streitwert/Gebührenvereinbarung, Fristen-Erstprognose und Handlungsweichen.
- ▌ Model Context Protocol 2 · majiayu000 bundleModel Context Protocol (MCP) - Open standard for connecting AI applications to external data sources, tools, and systems. Use for building MCP servers (tools, resources, prompts), clients, understanding protocol architecture, and implementing AI integrations.
- ▌ Workflow Dokumentenintake 13 · majiayu000 bundleDokumentenintake im Plugin umweltrecht: liest Uploads, sortiert Dokumentarten, markiert Fristen und baut eine knappe Arbeitsakte.
- ▌ Workflow Output Waehlen 11 · majiayu000 bundleOutput wählen im Plugin verfassungsrecht: entscheidet zwischen Memo, Schriftsatz, Tabelle, Brief, Checkliste, Vermerk, Redline oder Mandantenübersetzung.
- ▌ Workflow Output Waehlen 12 · majiayu000 bundleOutput wählen im Plugin verkehrsowi-verteidiger: entscheidet zwischen Memo, Schriftsatz, Tabelle, Brief, Checkliste, Vermerk, Redline oder Mandantenübersetzung.
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- ▌ Agentuity CLI Cloud Keyvalue Search 2 · majiayu000 bundleSearch for keys matching a keyword in a keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations
- ▌ Dev Docs Review 2 · majiayu000 bundleReview all project documentation for staleness — READMEs, skills, plans, CLAUDE.md, project structure trees
- ▌ Harness Review 2 · majiayu000 bundleMulti-perspective review supporting code, plan, and scope analysis. Auto-detects review type from context. Use when user mentions reviews, code review, plan review, scope analysis, security, performance, quality checks, PRs, diffs, or change review. Do NOT load for: implementation work, new feature development, bug fixes, or setup.
- ▌ Verification Before Completion 14 · majiayu000 bundleUse when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
- ▌ Motherduck Security Governance 2 · majiayu000 bundleExplain MotherDuck security, governance, and access-control patterns. Use when a security_compliance_owner, technical_owner, or application_builder is asking about residency, access boundaries, service accounts, isolation, sharing, or governance posture.
- ▌ Ln 781 Build Verifier 4 · majiayu000 bundleBuilds all detected projects and verifies successful compilation. Use when checking that a bootstrapped project compiles.
- ▌ Test Driven Development 17 · majiayu000 bundleUse when implementing any feature or bugfix, before writing implementation code - write the test first, watch it fail, write minimal code to pass; ensures tests actually verify behavior by requiring failure first
- ▌ Test Intelligence Algorithms 2 · majiayu000 bundleValidates sports science algorithms (VDOT, TSS, TRIMP, FTP, VO2max, Recovery, Nutrition) for correctness
- ▌ Safe Schedule Generation 2 · majiayu000 bundleSafe schedule generation with mandatory backup. REQUIRES database backup before any write operations to schedule tables. Use when generating schedules, bulk assigning, or executing swaps.
- ▌ Data Engineering Data Driven Feature 2 · majiayu000 bundleBuild features guided by data insights, A/B testing, and continuous measurement. Use when implementing data-driven product features or running experiments.
- ▌ Motherduck Enable Self Serve Analytics 2 · majiayu000 bundleRoll out self-serve analytics on MotherDuck for internal teams. Use when deciding the first governed dataset, the first Dive or share, ownership boundaries, and the rollout path from one audience to broader adoption.
- ▌ Workflows Documentation 2 · majiayu000 bundleUnified markdown and OpenCode component specialist providing document quality enforcement (structure, style), content optimization for AI assistants, complete component creation workflows (skills, agents, commands with scaffolding, validation, packaging), ASCII flowchart creation for visualizing complex workflows, and install guide creation for MCP servers, plugins, and tools.
- ▌ 313 Frameworks Spring DB Migrations Flyway 2 · majiayu000 bundleUse when you need to add or review Flyway database migrations in a Spring Boot application — Maven dependencies, db/migration scripts, spring.flyway.* configuration, baseline and validation, and alignment with JDBC or Spring Data JDBC. This should trigger for requests such as Add or review Flyway migrations in a Spring Boot project; Configure spring.flyway or db/migration layout. Part of cursor-rules-java project
- ▌ Chrome Devtools Site Search 2 · majiayu000 bundleValidate website parsing and browser automation feasibility by browsing and searching within a user-specified website scope using the chrome-devtools MCP server (mcp_servers.chrome-devtools); summarize results backed by observed page content (real titles/URLs), and open matching pages for review. Use when the user asks you to open a site, find specific content on it, run a site-scoped query, and keep the relevant pages open.
- ▌ Cleanup Health Inline 3 · majiayu000 bundleInline orchestration workflow for dead code detection and removal. Provides step-by-step phases for dead-code-hunter detection, priority-based cleanup with dead-code-remover, and verification cycles.
- ▌ Creating Knowledge Entries 2 · majiayu000 bundleCreate structured GitHub Issue knowledge entries with one-shot input. Handles auto-formatting, AI labeling, title extraction, and publishing. Use when user wants to share tips, document solutions, create how-tos, or add any knowledge to the base.
- ▌ Eld Record Knowledge Transfer 2 · majiayu000 bundlePCE (Process-Context Engine) の知識移転スキル。セッション/メンバー間での知識の連続性を確保し、引き継ぎを円滑にする。 トリガー条件: - 「引き継ぎ資料を作って」 - 「次の人に渡す情報をまとめて」 - 新メンバーのオンボーディング時 - 長期プロジェクトの節目 - 「プロジェクトの状況を共有して」
- ▌ Julien Dev Hook Creator 2 · majiayu000 bundleGuide for creating Claude Code hooks - shell commands that execute at specific lifecycle events (SessionStart, SessionEnd, PreToolUse, PostToolUse, etc.). Use when users want to automate actions, add validation, logging, or integrate external tools into Claude Code workflows.
- ▌ Next Cache Components 2 · majiayu000 bundleNext.js 16 Cache Components - PPR, use cache directive, cacheLife, cacheTag, updateTag
- ▌ Read Unresolved Pr Comments 2 · majiayu000 bundleGitHub PRから未対応のコメントを取得します。GraphQL APIで (1) コード特定行への未解決Review threads(Resolve可能)と (2) コードブロックを含むIssue comments(会話タブ、Resolve不可)の両方を取得し、JSON形式で出力します。PR情報(番号・タイトル・URL・状態・作成者・レビュアー)も含まれます。
- ▌ Toml Command Builder 2 · majiayu000 bundleGuide for building Gemini CLI TOML custom commands. Covers syntax, templates, argument handling, shell injection, and file injection. Use when creating Gemini TOML commands, adding {{args}} argument handling, injecting shell output with !{}, or troubleshooting command issues.
- ▌ B2c Docs 2 · majiayu000 bundleUsing the b2c CLI to search and read Script API documentation and XSD schemas
- ▌ Politique Cookies Malik Taiar 2 · majiayu000 bundleGuide pour la rédaction de politiques cookies conformes au RGPD et à la directive ePrivacy. Contient les recommandations CNIL 2020, un template de référence et les bonnes pratiques. À utiliser lors de la rédaction ou révision d'une politique cookies pour un site web ou une application.
- ▌ Output Dev Step Function 2 · majiayu000 bundleCreate step functions in steps.ts for Output SDK workflows. Use when implementing I/O operations, error handling, HTTP requests, or LLM calls.
- ▌ Reuse Health Inline 3 · majiayu000 bundleInline orchestration workflow for code duplication detection and consolidation. Provides step-by-step phases for reuse-hunter detection, priority-based consolidation with reuse-fixer, and verification cycles.
- ▌ Terraform Style Guide 2 · majiayu000 bundleComprehensive guide for Terraform code style, formatting, and best practices based on HashiCorp's official standards and Azure Verified Modules (AVM) requirements. Use when writing or reviewing Terraform configurations, formatting code, organizing files and modules, establishing team conventions, managing version control, ensuring code quality and consistency across infrastructure projects, or developing Azure Verified Modules.
- ▌ Julien Infra Hostinger Web 2 · majiayu000 bundleWeb infrastructure for Hostinger VPS - Nginx reverse proxy, SSL/Let's Encrypt, configuration audit, and application deployment (INCLUZ'HACT). Use for site configuration, SSL setup, 502/504 errors, or deployments.
- ▌ Architecture Decision Records 3 · majiayu000 bundleWrite and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architectural choices, or establishing decision processes.
- ▌ Content Modeling Best Practices 2 · majiayu000 bundleStructured content modeling principles with Sanity-specific guidance. Use when designing or reviewing content schemas, document types, field structures, or content architecture — including decisions around references vs embedding, content reuse, taxonomy, page builders, multi-channel delivery, or refactoring existing schemas. Trigger when the user mentions schema design, content model, document types, content structure, headless CMS architecture, or asks how to model any content type.
- ▌ Workflow Dokumentenintake 14 · majiayu000 bundleDokumentenintake im Plugin energierecht: liest Uploads, sortiert Dokumentarten, markiert Fristen und baut eine knappe Arbeitsakte.
- ▌ Workflow Dokumentenintake 15 · majiayu000 bundleDokumentenintake im Plugin kanzlei-builder-hub: liest Uploads, sortiert Dokumentarten, markiert Fristen und baut eine knappe Arbeitsakte.
- ▌ Workflow Dokumentenintake 16 · majiayu000 bundleDokumentenintake im Plugin zwangsvollstreckung: liest Uploads, sortiert Dokumentarten, markiert Fristen und baut eine knappe Arbeitsakte.
- ▌ Workflow Dokumentenintake 17 · majiayu000 bundleDokumentenintake im Plugin liquiditaetsplanung: liest Uploads, sortiert Dokumentarten, markiert Fristen und baut eine knappe Arbeitsakte.
- ▌ Dev Physics Lesson 2 · majiayu000 bundleAdd a physics lesson — particle dynamics, rigid bodies, collisions, constraints, rendered with SDL GPU
- ▌ Gemini Image Edit 2 · majiayu000 bundleEdit existing images with text prompts using fal.ai Gemini 3 Pro. Use when the user wants to modify, edit, transform, or change an existing image based on a text description. Supports multiple input images for context.
- ▌ Agentuity CLI Cloud Storage Download 2 · majiayu000 bundleDownload a file from storage bucket. Requires authentication. Use for Agentuity cloud platform operations
- ▌ Dev Create Pr 2 · majiayu000 bundleAnalyze the working tree, stage relevant changes, create a branch if needed, commit, and open a pull request
- ▌ Nsfc Justification Writer 2 · majiayu000 bundle当用户明确要求"写/改 NSFC 立项依据""立项依据写作/重构"时使用。基于最小信息表输出价值与必要性、现状不足、科学问题/假说与项目切入点,并保持模板结构不被破坏。适用于 NSFC 及各类科研基金申请书的立项依据写作场景。
- ▌ Context Engineering 19 · majiayu000 bundleOptimize context windows and token usage for LLM efficiency.
- ▌ Dbt Migration Ms SQL Server 2 · majiayu000 bundleConvert Microsoft SQL Server/Azure Synapse T-SQL DDL to dbt models compatible with Snowflake. This skill should be used when converting views, tables, or stored procedures from SQL Server to dbt code, generating schema.yml files with tests and documentation, or migrating T-SQL to follow dbt best practices.
- ▌ Architecture Paradigm Serverless 4 · majiayu000 bundleServerless FaaS for event-driven workloads with minimal infrastructure management. Triggers: serverless, FaaS, Lambda, event-driven, pay-per-use Use when: workloads are event-driven with bursty traffic DO NOT use when: long-running processes or stateful operations required.
- ▌ Swimlane Visualization 2 · majiayu000 bundleDesign swimlane UI patterns for visualizing ADW execution. Use when building observability dashboards, monitoring agent workflows, or creating real-time status displays.
- ▌ Forge Decals 2 · majiayu000 bundleAdd deferred decal projection to an SDL GPU project. Render projected decals onto scene geometry using depth reconstruction, inverse view-projection transforms, local-space bounds checking, soft-edge fading, G-buffer normals, Blinn-Phong lighting, and shadow map sampling.
- ▌ Hubspot Developer Skill 2 · majiayu000 bundleHubSpot developer platform assistant for CRM APIs, UI extensions, serverless functions, webhooks, app metadata, testing, and Marketplace readiness.
- ▌ Ln 301 Task Creator 7 · majiayu000 bundleCreates ALL task types (implementation, refactoring, test). Generates task documents from templates, validates type rules, creates in Linear, updates kanban. Invoked by orchestrators.
- ▌ Ln 832 Bundle Optimizer 4 · majiayu000 bundleReduces JS/TS bundle size via tree-shaking, code splitting, and unused dependency removal. Use when optimizing frontend bundle size.
- ▌ Subsumtionslehre 2 · majiayu000 bundleÜbt die Subsumtion als Königsdisziplin der deutschen Klausur — Trennung Obersatz/Definition/Subsumtion/Ergebnis, Tatbestandsmerkmal für Tatbestandsmerkmal, mit Pushback bei Subsumtionssprüngen, vorweggenommener Würdigung und vermischtem Stil. Lädt, wenn der Nutzer „Subsumtion üben", „subsumiere mit mir", „Tatbestandsmerkmal prüfen", „Obersatz-Definition-Subsumtion" oder „warum springe ich im Gutachten" sagt.
- ▌ Dev Review Diagrams 2 · majiayu000 bundleValidate diagram correctness against the lesson README before pushing
- ▌ Ln 511 Code Quality Checker 3 · majiayu000 bundleChecks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Use when implementation tasks are Done and need quality scoring.
- ▌ Ln 633 Test Value Auditor 4 · majiayu000 bundleRisk-Based Value audit worker (L3). Calculates Usefulness Score = Impact (1-5) × Probability (1-5) for each test. Returns KEEP/REVIEW/REMOVE decisions based on thresholds (≥15 KEEP, 10-14 REVIEW, <10 REMOVE).
- ▌ Ln 780 Bootstrap Verifier 4 · majiayu000 bundleVerifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness.
- ▌ 50 Execute Gated 150 2 · majiayu000 bundle[50] EXECUTE. Execute plans step-by-step with confirmation gates. Each step requires user approval before proceeding. Includes change management lifecycle (Pre-Change → During → Post-Change → Rollback). Use when implementing approved plans, deploying changes, or any multi-step execution requiring control and reversibility.
- ▌ Ln 710 Dependency Upgrader 4 · majiayu000 bundleCoordinates dependency upgrades across all detected package managers