majiayu000
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- ▌ Pr Thread Resolution Enforcement 2 · majiayu000 bundleUse when resolving PR review threads. Enforces that all threads are marked resolved before completion.
- ▌ Policyengine Variable Patterns 2 · majiayu000 bundlePolicyEngine variable patterns - variable creation, no hard-coding principle, federal/state separation, metadata standards
- ▌ Ln 820 Dependency Optimization Coordinator 4 · majiayu000 bundleUpgrades dependencies across all detected package managers. Use when updating npm, NuGet, or pip packages project-wide.
- ▌ Ln 654 Resource Lifecycle Auditor 3 · majiayu000 bundleChecks session scope mismatch, missing cleanup, pool config, error path leaks, resource holding. Use when auditing resource lifecycle.
- ▌ Ln 652 Transaction Correctness Auditor 4 · majiayu000 bundleChecks transaction scope, missing rollback handling, long-held transactions, trigger/notify interaction. Use when auditing transaction correctness.
- ▌ Julien Dev Claude Md Documenter 2 · majiayu000 bundleGuide for creating CLAUDE.md files. Use when: user asks to create CLAUDE.md, document project, add project instructions, or mentions CLAUDE.md.
- ▌ Ln 1000 Pipeline Orchestrator 4 · majiayu000 bundleDrives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.
- ▌ Prd V02 Product Type Classification 2 · majiayu000 bundleClassify product approach into one of six types (Clone, Unbundle, Undercut, Slice, Wrapper, Innovation) based on competitive landscape. Triggers on PRD v0.2 work after competitive analysis, or when user asks "what type of product should we build?", "should we clone or innovate?", "is this a fast-follow opportunity?", "how should we position against competitors?", "clone vs undercut", "unbundle vs slice", or requests help choosing product strategy. Outputs BR- entries for product type classification and inherited GTM constraints.
- ▌ 01 Meta Chain Of Skills 150 2 · majiayu000 bundle[01] META. Сканирует доступные skills, создает план выполнения и идет шаг за шагом с подтверждением каждого этапа. Triggers on complex tasks, multi-step work, or when structured execution is needed.
- ▌ Ln 1000 Pipeline Orchestrator 5 · majiayu000 bundleDrives a Story through full pipeline (tasks, validation, execution, quality). Use when executing a Story end-to-end from kanban board.
- ▌ Ln 110 Project Docs Coordinator 7 · majiayu000 bundleCoordinates project documentation creation with single context gathering and project type detection. Use when generating project docs subset.
- ▌ Ln 813 Optimization Plan Validator 4 · majiayu000 bundleUse when validating optimization plans through the evaluation platform with mandatory research, parallel agent evidence, sequential merge, and bounded refinement.
- ▌ Prd V02 Competitive Landscape Mapping 2 · majiayu000 bundleMap the competitive landscape before positioning your product for PRD v0.2 Market Definition. Triggers on completing v0.1 Spark, analyzing competitors, researching market, or requests like "competitive analysis", "who else solves this", "market landscape", "what alternatives exist", "competitor research", "feature comparison". Outputs CFD- entries for competitive intelligence and BR- entries for positioning rules.
- ▌ 11 Session Continue 150 2 · majiayu000 bundle[11] CONTINUE. Resume an existing session. Use when continuing previous work to load AGENTS.md, MEMORY.md, and the chosen session log, then confirm readiness.
- ▌ 74 Mid Session Save 150 2 · majiayu000 bundle[74] CLOSE. Quick checkpoint during active work when context is running low. Use multiple times per development cycle to preserve progress and lessons. Lighter than close-session — no full handoff needed. Triggers on 'save progress', 'checkpoint', 'context low', or automatically when nearing token limits.
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- ▌ Confluence To Agent Knowledge Base 2 · majiayu000 bundleTurn any Confluence Cloud instance into a private, searchable AI knowledge base on GitHub with access-tiered repos. Interactive 6-phase walkthrough using the Atlassian MCP connector.
- ▌ Forge Cascaded Shadow Maps 2 · majiayu000 bundleAdd cascaded shadow maps with PCF soft shadows to an SDL GPU project
- ▌ Forge Hdr Tone Mapping 2 · majiayu000 bundleAdd HDR rendering and tone mapping to an SDL GPU project. Render to a floating-point render target, then tone map to the swapchain with Reinhard or ACES filmic operators. Includes exposure control and fullscreen blit pass.
- ▌ Forge Indirect Drawing 2 · majiayu000 bundleAdd GPU-driven indirect drawing with compute-based frustum culling to an SDL GPU project. A compute shader tests bounding spheres against frustum planes and writes indirect draw commands — the CPU never decides what to draw. Uses SDL_DrawGPUIndexedPrimitivesIndirect with per-object storage buffers and the first_instance offset pattern for portable instance identification.
- ▌ Forge Pipeline Library 2 · majiayu000 bundleUse the forge-gpu asset pipeline library — a pip-installable Python package for scanning, fingerprinting, processing, and bundling game assets with a plugin architecture. Use when working with pipeline code, writing plugins, processing textures/meshes/animations, bundling assets, or extending the pipeline CLI.
- ▌ Fosmvvm Fluent Datamodel Generator 2 · majiayu000 bundleGenerate Fluent DataModels for FOSMVVM server-side persistence. Use when creating new database-backed entities, adding tables, or when the user mentions adding Models like Users, Ideas, Documents, etc. Uses fosmvvm-fields-generator for the Fields layer, then generates Fluent DataModel, migrations, and tests.
- ▌ Ln 830 Code Modernization Coordinator 4 · majiayu000 bundleModernizes codebase via OSS replacement and bundle optimization. Use when acting on audit findings to reduce custom code.
- ▌ Test Traditional Build 2 · majiayu000 bundleRun a traditional AIB build test and report results. Builds a disk image using automotive-image-builder manifest and downloads the artifact.
- ▌ Fetch Unresolved Comments 3 · majiayu000 bundleFetch unresolved PR review comments using GitHub GraphQL API, filtering out resolved and outdated feedback.
- ▌ Ln 310 Multi Agent Validator 4 · majiayu000 bundleValidates Stories, plans, or context via parallel multi-agent review with GO/NO-GO verdict. Use when changes need cross-agent validation before proceeding.
- ▌ B2c Custom Caches 2 · majiayu000 bundleCustom cache definition and usage with CacheMgr and Cache classes
- ▌ Ln 812 Optimization Researcher 3 · majiayu000 bundleResearches competitive benchmarks and generates optimization hypotheses for identified bottlenecks. Use after profiling.
- ▌ Ln 814 Optimization Executor 2 · majiayu000 bundleExecutes optimization hypotheses with keep/discard testing loop. Use when applying validated performance improvements.
- ▌ Gemini Extension Development 2 · majiayu000 bundleExpert guide for building and managing Gemini CLI Extensions. Covers extension anatomy, GEMINI.md context, commands, MCP integration, and publishing. Use when creating Gemini extensions, linking local extensions, packaging MCP servers, or installing extensions from GitHub. Delegates to gemini-cli-docs.
- ▌ Ln 114 Frontend Docs Creator 5 · majiayu000 bundleCreates design_guidelines.md with WCAG 2.1 compliance and design system docs. Use when project has a frontend.
- ▌ Workflow Kaltstart Und Routing 9 · majiayu000 bundleKaltstart und Routing im Plugin dfg-foerderantrag: führt vom ersten Satz oder Dokument in den passenden Arbeitsweg, erkennt Rolle, Ziel, Risiko und Anschluss-Skills.
- ▌ Workflow Unterlagen Lueckenliste 6 · majiayu000 bundleUnterlagen- und Lückenliste im Plugin strafzumessung: erstellt eine präzise Nachforderungsliste statt allgemeiner Fragebögen.
- ▌ Ln 914 Community Responder 3 · majiayu000 bundleResponds to unanswered GitHub discussions and issues with codebase-informed replies. Use when clearing community question backlog.
- ▌ Agentuity CLI Cloud Keyvalue List Namespaces 2 · majiayu000 bundleList all keyvalue namespaces. Requires authentication. Use for Agentuity cloud platform operations
- ▌ Ln 631 Test Business Logic Auditor 3 · majiayu000 bundleBusiness Logic Focus audit worker (L3). Detects tests that validate framework/library behavior (Prisma, Express, bcrypt, JWT, axios, React hooks) instead of OUR code. Returns findings with REMOVE decisions.
- ▌ Ln 632 Test E2e Priority Auditor 3 · majiayu000 bundleE2E Critical Coverage audit worker (L3). Validates E2E coverage for critical paths (Money 20+, Security 20+, Data 15+). Pure risk-based - no pyramid percentages.
- ▌ Ln 635 Test Isolation Auditor 3 · majiayu000 bundleTest Isolation + Anti-Patterns audit worker (L3). Checks isolation (APIs/DB/FS/Time/Random/Network), determinism (flaky, order-dependent), and 6 anti-patterns.
- ▌ Verification Before Completion 16 · majiayu000 bundleClaiming work is complete without verification is dishonesty, not efficiency.
- ▌ Ln 620 Codebase Auditor 8 · majiayu000 bundleCoordinates 9 specialized audit workers (security, build, architecture, code quality, dependencies, dead code, observability, concurrency, lifecycle). Researches best practices, delegates parallel audits, aggregates results into docs/project/codebase_audit.md.
- ▌ Quality Gates Parallel 2 · majiayu000 bundleLaunch 4 quality subagents in parallel using Claude Code 2.1+ native Task tool. Reads results post-analysis for orchestrator decision-making.
- ▌ 10 Session New 150 2 · majiayu000 bundle[10] NEW. Start a NEW session for this project. Use when beginning a fresh task to load AGENTS.md, MEMORY.md, core project context (README), then create a NEW session log and confirm readiness.
- ▌ Flow Convert Activities To Steps 2 · majiayu000 bundleConvert Flow SDK activities.ts to Output SDK steps.ts. Use when migrating activity functions to step definitions with typed parameters.
- ▌ Forge Stencil Testing 2 · majiayu000 bundleAdd stencil buffer testing to an SDL GPU project. Configure depth-stencil textures with stencil bits, set up stencil state on pipelines, and use stencil operations for portals, outlines, and per-pixel masking.
- ▌ Julien Workflow Advice Gemini 2 · majiayu000 bundleGet Gemini CLI's opinion on code, architecture, or implementation. Use when you want a second AI perspective during coding sessions.
- ▌ Dispatching Parallel Agents 14 · majiayu000 bundleUse when facing 3+ independent failures that can be investigated without shared state or dependencies - dispatches multiple Claude agents to investigate and fix independent problems concurrently
- ▌ Subagent Driven Development 21 · majiayu000 bundleUse when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates
- ▌ B2c Business Manager Extensions 2 · majiayu000 bundleGuide for creating Business Manager extension cartridges in Salesforce B2C Commerce
- ▌ B2c Controllers 2 · majiayu000 bundleGuide for creating storefront controllers in Salesforce B2C Commerce (SFRA and classic patterns)
- ▌ B2c Custom Job Steps 2 · majiayu000 bundleGuide for creating custom job steps for batch processing, imports, exports, scheduled tasks, and data sync in Salesforce B2C Commerce. Use this when writing new job code.
- ▌ B2c Page Designer 2 · majiayu000 bundleGuide for creating Page Designer pages and components in Salesforce B2C Commerce
- ▌ Flutter Bloc Development 2 · majiayu000 bundleBuild Flutter features using BLoC state management, clean architecture layers, and the project's design system. Apply when creating screens, widgets, or data integrations.
- ▌ Forge Blinn Phong Materials 2 · majiayu000 bundleAdd per-material Blinn-Phong lighting with ambient, diffuse, specular colors and shininess. Use when someone needs to render multiple objects with distinct material appearances, add material property systems, or extend basic lighting with per-object parameters in SDL3 GPU.
- ▌ Orchestrate Subagents 2 · majiayu000 bundleOrchestrate parallel and/or sequential subagents working in separate git worktrees to deliver PR(s). Use when bundling multiple related GitHub issues into a single task, running best-of-3 identical attempts, monitoring runs, selecting the best PR, and closing/cleaning up the rest.
- ▌ Spec Driven Development 7 · majiayu000 bundleCreates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague idea.
- ▌ Ln 783 Container Launcher 4 · majiayu000 bundleBuilds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
- ▌ Ln 140 Test Docs Creator 4 · majiayu000 bundleCreates test documentation (testing-strategy.md + tests/README.md). Establishes testing philosophy and Story-Level Test Task Pattern. L2 Worker in ln-100-documents-pipeline workflow.
- ▌ Workflow Redteam Qualitygate 3 · majiayu000 bundleRed-Team Qualitygate im Plugin hausarbeitenmacher: prüft das Ergebnis auf Halluzinationen, Fristenfehler, Zuständigkeit, Quellen, Beweise und Ton.
- ▌ Developing Marketing Strategy 4 · majiayu000 bundleUse for go-to-market strategy, user acquisition, channel analysis, and performance marketing.
- ▌ Domain Authority Auditor 5 · majiayu000 bundleUse when auditing domain authority, trust, or citation credibility; runs 40-item CITE scoring with veto checks (TRUSTED/CAUTIOUS/UNTRUSTED). Not for page-level content quality — use content-quality-auditor; not for backlink profiling alone — use offsite-signal-analyzer. 域名权威/网站可信度
- ▌ Site Structure Optimizer 2 · majiayu000 bundleUse when the user asks to "plan my site structure", "design the page hierarchy / navigation / URL taxonomy", "fix internal linking", or "find orphan pages"; runs two modes — architecture (hierarchy, nav, URL patterns, hub/spoke clusters, Mermaid site maps) and linking (link graph, authority flow, anchor text, orphan disposition, source/target/anchor plan) — and outputs a structure score /100 plus a handoff summary. Not for external backlinks — use offsite-signal-analyzer; not for XML sitemap or indexation issues — use technical-seo-checker. 网站架构/信息架构/站点地图/内链优化
- ▌ Parallel Workflows 2 · majiayu000 bundle複数タスクの並列実行を最適化。Use when user mentions running tasks in parallel or together. Do NOT load for: single tasks, sequential-only work, or tasks with dependencies.
- ▌ Schriftsatzkern Substantiierung 4 · majiayu000 bundleSubstantiierter Schriftsatzkern für Arzthaftungsklage und KV-Streit: Anwendungsfall Medizinrechts-Anwalt muss vollwertigen Schriftsatz in Arzthaftungssache Sozialgericht oder Berufsrechtsbeschwerde verfassen. § 630a BGB Behandlungsvertrag, § 630h BGB Beweislastumkehr, § 106 SGB V Wirtschaftlichkeitsprüfung. Prüfraster Tatsachenvortrag-Geruest, Anspruchsgrundlagen-Kette § 630a bis h BGB, Beweisangebote Sachverständigen-Gutachten, Hilfsanträge Replik-Vorausschau. Output vollständiger Schriftsatz mit Antrag Begründung Beweis und Prozesskostenausblick. Abgrenzung zu Vergleichsverhandlung und zu Gutachterkommission.
- ▌ Vergleichsverhandlung Strategie 7 · majiayu000 bundleVergleichsverhandlung und Einigungsstrategie im Medizinrecht: Anwendungsfall Arzthaftungssache KV-Streit oder Berufsrechtsbeschwerde eignet sich für außergerichtliche Einigung. § 630a BGB Behandlungsvertrag, § 253 BGB Schmerzensgeld, §§ 779 ff. BGB Vergleich. Prüfraster ZOPA BATNA Verhandlungsfenster im Arzthaftungsfall, Druckmittel Gutachterkommission vs. Klage, Settlement-Skript, Vergleichsentwurf Anwalts- oder Gerichtsprotokoll. Output Einigungsstrategie-Memo mit Skript und Vergleichsentwurf. Abgrenzung zu Gutachterkommission-Schlichtung und zu Schriftsatzkern.
- ▌ Dev Create Diagram 2 · majiayu000 bundleCreate a matplotlib diagram for a forge-gpu lesson using the project's dark theme and visual identity
- ▌ Ln 012 MCP Configurator 4 · majiayu000 bundleUse when installing MCP packages and configuring Claude-side MCP registration, hooks, permissions, IDE extension mode, and migrations.
- ▌ 20 Understand Goal 150 2 · majiayu000 bundle[20] UNDERSTAND. Achieve complete clarity on goals, expectations, and success criteria. Use when starting new tasks, when requirements seem unclear, when scope is ambiguous, or anytime you need full understanding of what success looks like. Triggers on "clarify goal", "understand requirements", "what exactly needed", "define success", or when facing unclear expectations.
- ▌ Ln 201 Opportunity Discoverer 5 · majiayu000 bundleDiscovers growth opportunities using Traffic-First KILL funnel. Use when searching for next product direction with validated demand.
- ▌ Nsfc Research Foundation Writer 2 · majiayu000 bundle当用户明确要求"写/改研究基础""研究基础+工作条件+风险应对编排"时使用。为 NSFC 正文"（三）研究基础"写作/重构，并同步编排"工作条件"和"研究风险应对"，用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。
- ▌ Context Loader 5 · majiayu000 bundleALWAYS activate this skill at the start of every task. Load project context from .claude/ directory including coding rules, design decisions, and documentation before executing any task.
- ▌ Cursor Mem 2 · majiayu000 bundleAccesses the claude-mem MCP server from Cursor to search session history and record observations. Triggers: memory search, claude-mem, past decisions, record this. Do NOT load for: normal coding, temporary notes, or implementation work.
- ▌ B2c Forms 2 · majiayu000 bundleGuide for creating forms with validation in Salesforce B2C Commerce (SFRA patterns)
- ▌ B2c Hooks 2 · majiayu000 bundleHook registration, HookMgr, OCAPI/SCAPI hooks, and system extension points
- ▌ Dev Swarm Draft Commit Message 2 · majiayu000 bundleDraft a conventional commit message when the user asks to commit code.
- ▌ Flow Convert Prompts To Files 2 · majiayu000 bundleConvert inline prompts and prompt arrays to .prompt files with YAML frontmatter. Use when migrating prompts from Flow SDK format to Output SDK prompt files.
- ▌ Implement Dynamic Graph Question 2 · majiayu000 bundleCreate interactive coordinate plane questions using p5.js where students draw linear lines with snap-to-grid.
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- ▌ Dependency Security Check 2 · majiayu000 bundleYou are an expert in dependency security analysis, vulnerability assessment, and supply chain security. You specialize in identifying security risks in project dependencies, implementing automated security scanning, and establishing secure dependency management practices across multiple programming languages and package managers.
- ▌ Forge Edge Detection 2 · majiayu000 bundleAdd Sobel edge detection on G-buffer data (depth + normals via MRT), stencil-based X-ray vision with depth_fail_op, and Fresnel ghost silhouettes with additive blending to an SDL GPU project.
- ▌ Forge First Triangle 2 · majiayu000 bundleDraw colored geometry with vertex buffers, shaders, and a graphics pipeline using SDL3 GPU API. Use when someone needs to render vertices with per-vertex attributes.
- ▌ Forge Gobo Spotlight 2 · majiayu000 bundleAdd a projected-texture (gobo/cookie) spotlight with cone falloff, shadow map, and pattern projection to an SDL GPU project
- ▌ Umbraco Add Extension Reference 2 · majiayu000 bundleAdd a new Umbraco extension project reference to the main Umbraco instance and solution
- ▌ Ln 110 Project Docs Coordinator 6 · majiayu000 bundleCoordinates project documentation creation. Gathers context once, detects project type, delegates to 5 L3 workers (ln-111-115). L2 Coordinator invoked by ln-100.
- ▌ Ln 114 Frontend Docs Creator 6 · majiayu000 bundleCreates design_guidelines.md with WCAG 2.1 compliance and design system docs. Use when project has a frontend.
- ▌ Ln 120 Reference Docs Creator 5 · majiayu000 bundleCreates reference docs (ADRs, guides, manuals) for nontrivial tech stack choices. Use when project needs justified architecture decision records.
- ▌ Ln 611 Docs Structure Auditor 5 · majiayu000 bundleChecks hierarchy, links, SSOT, compression, requirements compliance, freshness, legacy cleanup. Use when auditing documentation structure.
- ▌ Politique Confidentialite Malik Taiar 2 · majiayu000 bundleGuide pour la rédaction de politiques de confidentialité conformes au RGPD. Contient les recommandations CNIL 2020, un template de référence et les bonnes pratiques. À utiliser lors de la rédaction ou révision d'une politique de confidentialité pour un site web ou une application.
- ▌ Workflow Anschluss Skills Router 4 · majiayu000 bundleAnschluss-Skills Router im Plugin fachanwalt-versicherungsrecht: schlägt nach der ersten Prüfung die passenden Spezialskills aus demselben Plugin vor.
- ▌ Agentuity CLI Cloud Vector Delete Namespace 2 · majiayu000 bundleDelete a vector namespace and all its vectors. Requires authentication. Use for Agentuity cloud platform operations
- ▌ B2c Scapi Schemas 2 · majiayu000 bundleUsing the b2c CLI to browse and retrieve SCAPI schema specifications
- ▌ Agentdb Memory Patterns 3 · majiayu000 bundleImplement persistent memory patterns for AI agents using AgentDB. Includes session memory, long-term storage, pattern learning, and context management. Use when building stateful agents, chat systems, or intelligent assistants.
- ▌ Elite Longterm Memory 2 · majiayu000 bundleAdvanced long-term memory with semantic search and recall.
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- ▌ Databricks Unity Catalog 2 · majiayu000 bundleUnity Catalog system tables and volumes. Use when querying system tables (audit, lineage, billing) or working with volume file operations (upload, download, list files in /Volumes/).
- ▌ Architecture Paradigm Event Driven 4 · majiayu000 bundleAsynchronous event-based communication to decouple producers/consumers for scalability and resilience. Triggers: event-driven, message queue, pub/sub, asynchronous processing Use when: real-time workloads or multiple subsystems react to same events DO NOT use when: simple request-response patterns suffice.
- ▌ Human Centered Design Fundamentals 2 · majiayu000 bundleDesign products that accommodate actual human cognition and behavior rather than expecting humans to adapt to arbitrary system requirements.
- ▌ Laravel 11 12 App Guidelines 2 · majiayu000 bundleGuidelines and workflow for working on Laravel 11 or Laravel 12 applications across common stacks (API-only or full-stack), including optional Docker Compose/Sail, Inertia + React, Livewire, Vue, Blade, Tailwind v4, Fortify, Wayfinder, PHPUnit, Pint, and Laravel Boost MCP tools. Use when implementing features, fixing bugs, or making UI/backend changes while following project-specific instructions (AGENTS.md, docs/).
- ▌ 141 Java Refactoring With Modern Features 3 · majiayu000 bundleUse when you need to refactor Java code to adopt modern Java features (Java 8+) — including migrating anonymous classes to lambdas, replacing Iterator loops with Stream API, adopting Optional for null safety, switching from legacy Date/Calendar to java.time, using collection factory methods, applying text blocks, var inference, or leveraging Java 25 features like flexible constructor bodies and module import declarations. This should trigger for requests such as Review Java code for modern Java development; Apply best practices for modern Java development in Java code. Part of cursor-rules-java project
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- ▌ Dev Swarm Code Development 2 · majiayu000 bundleComplete backlog implementation in feature-driven development. Read backlog requirements, reference implemented features, design approach, implement code, and document. Use when implementing features, changes, bug fixes, or improvements.