majiayu000
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- ▌ Reply To Pr Threads 2 · majiayu000 bundleDraft, confirm, and post replies to GitHub PR review threads. Handles per-category reply formatting, re-fetches thread resolution state so auto-resolved threads are skipped, and posts via GraphQL. Use when the user asks to "reply to PR threads", "post PR thread replies", or "draft PR reply messages".
- ▌ Use Fullstackrecipes 2 · majiayu000 bundleDiscover and follow recipes via MCP resources for setup guides, skills, and cookbooks. The meta-skill for using fullstackrecipes effectively.
- ▌ Using Serena Symbols 2 · majiayu000 bundleGuidance for using Serena's LSP-powered symbol analysis. Use when exploring codebases, finding symbol definitions, tracing references, or when grep/text search would be imprecise.
- ▌ Validate Report File 2 · majiayu000 bundleValidate that worker-generated reports have all required sections and proper formatting. Use in quality gates, for report completeness checking, or when debugging missing report sections.
- ▌ Workflow Development 2 · majiayu000 bundleCreate, debug, and optimize GitHub Actions workflows with security best practices. USE THIS SKILL when user says "create workflow", "fix workflow", "workflow fails", "add CI", "reusable workflow", or needs help with GitHub Actions.
- ▌ Ln 783 Container Launcher 3 · majiayu000 bundleBuilds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
- ▌ Merge 10 · majiayu000 bundleMerges a branch into current branch with conflict resolution. Use when user wants to merge, combine branches, or integrate changes.
- ▌ Oe Backend Startup Triage 2 · majiayu000 bundleDebug “backend won’t start / first request 500 / ports stuck” quickly. Use when uvicorn reload behaves strangely, ports 8000/3000 are blocked, or you see first-request errors like “unexpected keyword argument” due to stale bytecode caches.
- ▌ Openshift Popeye Analysis 3 · majiayu000 bundleOpenShift-specific cluster health analysis and troubleshooting based on Popeye's issue detection patterns. Use this skill when: (1) Analyzing OpenShift cluster operators and platform health (2) Troubleshooting Security Context Constraints (SCC) violations (3) Diagnosing BuildConfig, ImageStream, and Route issues (4) Analyzing Projects, Quotas, and resource management (5) Validating OpenShift-specific security configurations (6) Monitoring OpenShift networking (Routes, Routers, OVNKubernetes) (7) OpenShift performance and reliability analysis (8) ARO/ROSA managed service troubleshooting (9) OpenShift CI/CD pipeline issues (Builds, Deployments) (10) Operator Lifecycle Manager and Operator issues
- ▌ Skriptoteket Local Devops 2 · majiayu000 bundleLocal development + build/devops workflow for Skriptoteket (FastAPI + Vue/Vite) using PDM. Use when setting up or troubleshooting local dev (`pdm install`, `.env`, `pdm run dev`, frontend proxy/logs, correlation/logging), or when changing dependency groups/extras and Dockerfile install commands to avoid PDM group/--prod pitfalls.
- ▌ Terraform Troubleshooting 2 · majiayu000 bundleDebug and fix Terraform errors systematically. Use when encountering Terraform failures, state lock issues, provider errors, syntax problems, or unexpected infrastructure changes. Includes debugging workflows, error categorization, common GCP-specific issues, and recovery procedures.
- ▌ Comprehensive Research 2 · majiayu000 bundleMulti-phase research orchestration for thorough codebase, documentation, and external knowledge investigation. Invoked by /ai-eng/research command. Use when conducting deep analysis, exploring codebases, investigating patterns, or synthesizing findings from multiple sources.
- ▌ Doc Architect 2 · majiayu000 bundleGenerate comprehensive documentation checklist for feature implementation
- ▌ Documentation Creation 2 · majiayu000 bundleCreate comprehensive project documentation from scratch. Use when setting up INITIAL documentation for a new project or building a complete documentation suite. NOT for updating existing docs (use documentation-sync instead). Covers project analysis, documentation structure, templates, and verification.
- ▌ Portfolio Copywriting 2 · majiayu000 bundleCopywriting dla bloga portfolio Pawla Lipowczana (pawellipowczan.pl). Uzyj przy tworzeniu nowych artykulow na blog, generowaniu tresci SEO, pisaniu case studies. Zawiera styl pisania autora (bezposredni, praktyczny, osobisty), strukture artykulow (front matter YAML, hierarchia H1-H3), kategorie (Automatyzacja/No-Code/AI), wytyczne SEO, szablony artykulow. Skill generuje artykuly zgodne z tonem i formatem istniejacych publikacji na blogu.
- ▌ Primer Web Components 2 · majiayu000 bundleBuild checkout and payment experiences using Primer's web components. Use this skill when implementing payment flows, checkout pages, card forms, or integrating Primer SDK into React, Next.js, or vanilla JavaScript applications. Covers component usage, React integration patterns, stable object references, event handling, SSR support, and CSS theming.
- ▌ Python Github Actions 2 · majiayu000 bundleComplete Python GitHub Actions system. PROACTIVELY activate for: (1) uv-based CI workflows (10-100x faster), (2) Matrix testing across Python versions, (3) Dependency caching with setup-uv, (4) Parall
- ▌ Quality Security Scan 2 · majiayu000 bundleScan code for security vulnerabilities and unsafe patterns. Use before committing sensitive code or in security reviews.
- ▌ React Tanstack Router 2 · majiayu000 bundleTanStack Router - 100% type-safe routing, file-based routes, loaders, search params. Use when implementing routing in React apps (NOT Next.js).
- ▌ Schedule Verification 2 · majiayu000 bundleHuman verification checklist for generated schedules. Use when reviewing Block 10 or any generated schedule to ensure it makes operational sense. Covers FMIT, call, Night Float, clinic days, and absence handling.
- ▌ Software Architecture 4 · majiayu000 bundleGuide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
- ▌ Suggest Optimizations 2 · majiayu000 bundleIdentify performance optimization opportunities. Use when improving code efficiency.
- ▌ Test Factory Patterns 2 · majiayu000 bundleThis skill provides guidance for writing test factories in the Packmind codebase. It should be used when creating or updating factory functions in `**/test/*Factory.ts` files to ensure realistic test data with variety.
- ▌ Thoughtful Commitment 2 · majiayu000 bundleGit commits that capture intent, reasoning, and narrative context
- ▌ Web Design Guidelines 5 · majiayu000 bundleModern web design principles for responsive layouts, accessibility, and visual hierarchy.
- ▌ Generating Commit Messages 2 · majiayu000 bundleMANDATORY skill for ALL commits. Must be used EVERY TIME before creating any git commit. No exceptions.
- ▌ Ln 115 Devops Docs Creator 6 · majiayu000 bundleCreates runbook.md for DevOps setup. L3 Worker invoked CONDITIONALLY when hasDocker detected.
- ▌ Cloudflare Turnstile 4 · majiayu000 bundleAdd bot protection with Turnstile (CAPTCHA alternative). Use when: protecting forms, securing login/signup, preventing spam, migrating from reCAPTCHA, integrating with React/Next.js/Hono, implementing E2E tests, or debugging CSP errors, token validation failures, or error codes 100*/300*/600*.
- ▌ Craft PHP Guidelines 2 · majiayu000 bundleCraft CMS 5 PHP coding standards and conventions. ALWAYS load this skill when writing, editing, reviewing, or discussing any PHP file in a Craft CMS plugin or module — even for small edits. Also load when running ECS, PHPStan, or scaffolding with ddev craft make. Covers: PHPDoc blocks (@author, @since, @throws chains, documenting exceptions), section headers (=========), class organization, naming conventions (services, queue jobs, records, events, enums), defineRules() and validation, beforePrepare() and addSelect(), MemoizableArray, DateTimeHelper vs Carbon, strict_types and declare(strict_types=1) usage, short nullable notation (?string), typed properties, void return types, control flow patterns (early returns, match over switch), CP Twig template conventions, form macros, translations (Craft::t), ECS/PHPStan configuration, scaffolding commands, and the verification checklist. Triggers on: writing service classes, models, controllers, elements, element queries, records, queue jobs, migrations, or any PHP
- ▌ Developer Specialist 2 · majiayu000 bundle設計と実装を「最小で正確」に進め、TDD(RED→GREEN→REFACTOR)と差分思考で品質と速度を両立する。設計の溶け込み(責務不明/重複/暫定対応)を防ぎ、レビュー可能な変更へ落とし込むときに使う。
- ▌ Development Workflow 4 · majiayu000 bundledetailed development workflow with modular patterns for git, code review, testing, documentation, and deployment
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- ▌ Fec Route Protection 2 · majiayu000 bundleUse when implementing or reviewing frontend route protection, auth guards, RBAC, permission routes, login state handling, redirects, middleware, React Router, Next.js, Vue Router, or Nuxt route middleware; Chinese triggers include 路由保护, 权限路由, 登录态.
- ▌ Fec State Management 2 · majiayu000 bundleUse when choosing, implementing, reviewing, or refactoring frontend state ownership across React, Vue, Next.js, Nuxt, URL state, server state, form state, browser persistence, or global stores. Prefer narrower skills for TanStack Query cache details, browser storage persistence, or form validation internals; Chinese triggers include 状态管理, 状态归属, store 选型.
- ▌ Gh Post Issue Update 2 · majiayu000 bundlePost structured updates to GitHub issues. Use to report progress, findings, and implementation notes directly to issues.
- ▌ Github Issue Tracker 4 · majiayu000 bundleTask-level GitHub issue tracking for SpecWeave increments. Provides fine-grained progress tracking via issue comments, task checklists, and labels. Enables team collaboration on individual tasks. Activates for task tracking, GitHub comments, issue updates, task progress, team collaboration, granular tracking.
- ▌ Github Multi Project 2 · majiayu000 bundleExpert at organizing specs and splitting tasks across multiple GitHub repositories. Handles monorepo, polyrepo, and parent repo architectures. Activates for multi-project GitHub setups, task splitting, spec organization, team allocation, cross-repo coordination.
- ▌ Kratos Service Layer 2 · majiayu000 bundleGenerates gRPC/HTTP service handlers for go-kratos microservices. Creates service structs, handler methods, and integrates with protobuf definitions. Use when implementing RPC handlers, adding API endpoints, creating dual transport (HTTP/gRPC) handlers, or connecting transport layer to business logic in kratos services.
- ▌ Langgraph Supervisor 2 · majiayu000 bundleLangGraph supervisor-worker pattern. Use when building central coordinator agents that route to specialized workers, implementing round-robin or priority-based agent dispatch.
- ▌ Managing Permissions 2 · majiayu000 bundleGuide for configuring Claude Code permissions in settings.json with security best practices for allow, ask, and deny rules. Use when: (1) Setting up or modifying permissions in settings.json, (2) Disc
- ▌ Flutter Performance 3 · majiayu000 bundleFlutter performance: DevTools profiling, widget optimization, memory management, const widgets. Use when optimizing render performance or debugging jank.
- ▌ Planning Prompts 2 · majiayu000 bundleComprehensive skill for project planning and prompt engineering. Covers hierarchical plans (briefs, roadmaps, phases), Claude-to-Claude meta-prompts, and multi-stage workflows. Use when: planning, prompt creation, agentic pipeline work, project roadmap, meta-prompts, research to implement workflow.
- ▌ Stakeholder Management 3 · majiayu000 bundleUse when planning an initiative - maps stakeholders, tracks alignment, and plans communication strategy.
- ▌ B2c Site Import Export 2 · majiayu000 bundleUsing the B2C CLI for site archive import/export with metadata XML patterns
- ▌ Obsidian 9 · majiayu000 bundleWork with Obsidian vaults (plain Markdown notes) and automate via obsidian-cli.
- ▌ Ordercli 3 · majiayu000 bundleFoodora-only CLI for checking past orders and active order status (Deliveroo WIP).
- ▌ Github Initiative Pulse 3 · majiayu000 bundleTurns tracker data and GitHub board metadata into initiative-level summaries. Provides markdown helpers and CSV exports for pasting into issues, PRs, or Discussions.
- ▌ Langgraph Human In Loop 2 · majiayu000 bundleLangGraph human-in-the-loop patterns. Use when implementing approval workflows, manual review gates, user feedback integration, or interactive agent supervision.
- ▌ Ln 300 Task Coordinator 8 · majiayu000 bundleOrchestrates task operations. Analyzes Story, builds optimal plan (1-6 implementation tasks), delegates to ln-301-task-creator (CREATE/ADD) or ln-302-task-replanner (REPLAN). Auto-discovers team ID.
- ▌ Best Practice Core 2 · majiayu000 bundle[Dev] Extracts and organizes best practices for a given topic into a minimal tree structure (max depth 3, max 5 children per node). Use during task planning when writing subtasks in Docs/{name}_Task.md - output is added under each subtask as a concise reference guide. Pure reasoning task with strict formatting rules: keywords/noun phrases only, no prose. (project)
- ▌ Coordinator Helper 3 · majiayu000 bundleManage coordinator daemon tasks, approve/reject work, monitor autonomous agents. Use when user asks to delegate tasks, check task status, review agent work, manage the coordinator, or use GitHub-driven approval workflow.
- ▌ Deps Health Inline 2 · majiayu000 bundleInline orchestration workflow for dependency audit and updates. Provides step-by-step phases for dependency-auditor detection, priority-based updates with dependency-updater, and verification cycles.
- ▌ Execution Workflow 2 · majiayu000 bundleThis skill should be used when the user asks to "execute task", "implement feature", "delegate work", "run workflow", "review code", "code quality check", or needs task orchestration and code review guidance. Provides execution, delegation, and code review patterns.
- ▌ Gh Implement Issue 2 · majiayu000 bundleEnd-to-end implementation workflow for a GitHub issue from planning through PR creation. Use when starting work on an issue from scratch.
- ▌ Whip Lgtm 2 · majiayu000 bundleIterative review-fix loop — dispatch a fresh codex reviewer each round, apply fixes, repeat until LGTM. Use when you want rigorous code quality validation before merge.
- ▌ Command Security Design 2 · majiayu000 bundleコマンドのセキュリティ設計(allowed-tools制限/disable-model-invocation/機密情報保護)を整理し、安全な実行フローと権限制御を支援するスキル。 セキュリティ要件、検証手順、テンプレート運用を一貫して整理する。 Anchors: • Web Application Security (Andrew Hoffman) / 適用: 脅威モデリング / 目的: セキュア設計指針 • OWASP Top 10 / 適用: 一般的脅威の整理 / 目的: リスク評価基準 Trigger: Use when designing secure command execution, restricting tools, or preventing unsafe automated operations. command security, allowed-tools, disable-model-invocation, secret protection
- ▌ Github Actions Security 2 · majiayu000 bundleGitHub Actionsワークフローのセキュリティ強化スキル。Repository/Environment Secretsの安全管理、ログマスキング、品質ゲート統合、CI/CDパイプラインの脅威対策を行う。 Anchors: • OWASP Top 10 CI/CD Security Risks / 適用: リスク評価・脅威特定 / 目的: 業界標準に基づくリスク優先度決定 • GitHub Actions Security Hardening Guide / 適用: ワークフロー実装 / 目的: 公式ベストプラクティス準拠 • Threat Modeling (Adam Shostack) / 適用: STRIDE脅威分析 / 目的: 体系的なセキュリティ設計 Trigger: Use when securing GitHub Actions workflows, configuring Environment/Repository Secrets, implementing log masking, adding quality gates to CI/CD pipelines, or performing threat modeling on workflows. github actions security, secrets management, log masking, quality gate, CI/CD security, threat modeling
- ▌ Security Visual Testing 2 · majiayu000 bundleSecurity-first visual testing combining URL validation, PII detection, and visual regression with parallel viewport support. Use when testing web applications that handle sensitive data, need visual regression coverage, or require WCAG accessibility compliance.
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- ▌ Builder Skill 6 · majiayu000 bundleSkill creation specialist. Use PROACTIVELY for creating skills, YAML frontmatter design, and knowledge organization. MUST INVOKE when ANY of these keywords appear in user request: EN: create skill, new skill, skill optimization, knowledge domain, YAML frontmatter KO: 스킬생성, 새스킬, 스킬최적화, 지식도메인, YAML프론트매터 JA: スキル作成, 新スキル, スキル最適化, 知識ドメイン, YAMLフロントマター ZH: 创建技能, 新技能, 技能优化, 知识领域, YAML前置信息
- ▌ Disciplined Verification 2 · majiayu000 bundlePhase 4 of disciplined development. Verifies implementation against design through unit and integration testing. Builds traceability matrices, tracks coverage, and loops defects back to originating left-side phases.
- ▌ Framework Initialization 2 · majiayu000 bundleStartup protocol executed once at session start. Detects system instruction impulses, caches framework observations from memory graph, establishes temporal awareness, and activates specialized profiles. Provides initial session initialization protocol and session response protocol applied before each response. Execute procedures in sequence without displaying process details to user.
- ▌ Google Gemini Embeddings 3 · majiayu000 bundleThis skill provides complete coverage of Google Gemini embeddings API (gemini-embedding-001) for building RAG systems, semantic search, document clustering, and similarity matching. Use when implementing vector search with Google's embedding models, integrating with Cloudflare Vectorize, or building retrieval-augmented generation systems. Covers SDK usage (@google/genai), fetch-based Workers implementation, batch processing, 8 task types (RETRIEVAL_QUERY, RETRIEVAL_DOCUMENT, SEMANTIC_SIMILARITY, etc.), dimension optimization (128-3072), and cosine similarity calculations. Prevents 8+ embedding-specific errors including dimension mismatches, incorrect task types, rate limiting issues (100 RPM free tier), vector normalization mistakes, text truncation (2,048 token limit), and model version confusion. Includes production-ready RAG patterns with Cloudflare Vectorize integration, chunking strategies, and caching patterns. Token savings: ~60%. Production tested. Keywords: gemini embeddings, gemini-embedding-001, go
- ▌ Ln 140 Test Docs Creator 3 · 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.
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- ▌ Qe Learning Optimization 2 · majiayu000 bundleTransfer learning, metrics optimization, and continuous improvement for AI-powered QE agents.
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- ▌ Managing Sc Packages 2 · majiayu000 bundleList, install, or uninstall Synaptic Canvas packages. Use with the `/sc-manage` command.
- ▌ MCP OAUTH Cloudflare 2 · majiayu000 bundleAdd OAuth authentication to MCP servers on Cloudflare Workers. Uses @cloudflare/workers-oauth-provider with Google OAuth for Claude.ai-compatible authentication. Use when building MCP servers that need user authentication, implementing Dynamic Client Registration (DCR) for Claude.ai, or replacing static auth tokens with OAuth flows. Prevents CSRF vulnerabilities, state validation errors, and OAuth misconfiguration.
- ▌ Occupancy Calculator 2 · majiayu000 bundleIBC occupancy load calculator — calculates maximum occupant loads per area from IBC Table 1004.5, with gross vs net area handling, use group classification, and exportable reports. Use when the user asks to calculate occupant load, "how many people can this space hold", or needs IBC occupancy numbers for egress or code review.
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- ▌ Proxy Mode Reference 2 · majiayu000 bundleReference guide for using PROXY_MODE with external AI models. Use when running multi-model reviews, understanding which agents support PROXY_MODE, or debugging external model integration issues.
- ▌ Scan Vulnerabilities 2 · majiayu000 bundleDetect security vulnerabilities in code and dependencies. Use when auditing security.
- ▌ Scrum Team Developer 2 · majiayu000 bundleAI Developer following TDD principles in AI-Agentic Scrum. Use when implementing PBIs, managing subtasks, or executing the TDD cycle within Scrum.
- ▌ Slidev Presentations 2 · majiayu000 bundleCreates Slidev markdown presentations for developers. Activates for: slides with code highlighting, technical talks, conference presentations, workshop materials, live coding decks, or markdown-based
- ▌ Software Code Review 2 · majiayu000 bundlePatterns, checklists, and templates for systematic code review with a focus on correctness, security, readability, performance, and maintainability.
- ▌ Traceability Auditor 2 · majiayu000 bundleValidates complete requirements traceability across EARS requirements → design → tasks → code → tests. Trigger terms: traceability, requirements coverage, coverage matrix, traceability matrix, requirement mapping, test coverage, EARS coverage, requirements tracking, traceability audit, gap detection, orphaned requirements, untested code, coverage validation, traceability analysis. Enforces Constitutional Article V (Traceability Mandate) with comprehensive validation: - Requirement → Design mapping (100% coverage) - Design → Task mapping - Task → Code implementation mapping - Code → Test mapping (100% coverage) - Gap detection (orphaned requirements, untested code) - Coverage percentage reporting - Traceability matrix generation Use when: user needs traceability validation, coverage analysis, gap detection, or requirements tracking across the full development lifecycle.
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- ▌ Ultrathink Detective 2 · majiayu000 bundle⚡ PRIMARY TOOL for: 'comprehensive audit', 'deep analysis', 'full codebase review', 'multi-perspective investigation', 'complex questions'. Combines ALL detective perspectives (architect+developer+tester+debugger). Uses Opus model. REPLACES grep/glob entirely. Uses claudemem v0.3.0 AST with ALL commands (map, symbol, callers, callees, context). GREP/FIND/GLOB ARE FORBIDDEN.
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- ▌ Coding Agent 4 · majiayu000 bundleRun Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.
- ▌ Custom Agents 2 · majiayu000 bundleThis document describes the GitHub custom agent file format used by GitHub Copilot to provide repository-specific or task-specific instructions to AI coding agents.
- ▌ Model Usage 4 · majiayu000 bundleUse CodexBar CLI local cost usage to summarize per-model usage for Codex or Claude, including the current (most recent) model or a full model breakdown. Trigger when asked for model-level usage/cost data from codexbar, or when you need a scriptable per-model summary from codexbar cost JSON.
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- ▌ Best Practices Curation 2 · majiayu000 bundleベストプラクティスの収集・評価・統合・更新を体系化するスキル。 情報源の信頼性評価、品質スコアリング、統合パターンを用いて知識ベースを改善する。 Anchors: • The Pragmatic Programmer / 適用: 実践的改善 / 目的: 継続的な品質向上 • Evidence-Based Management / 適用: 評価基準 / 目的: 判断の一貫性を担保 • Knowledge Management (Nonaka) / 適用: 知識統合 / 目的: 暗黙知の体系化 Trigger: Use when collecting best practices, assessing source credibility, scoring quality, integrating guidance, or updating knowledge bases.
- ▌ Deps 6 · majiayu000 bundleVisualize and analyze issue dependencies in Linear. Finds blocking chains, circular dependencies, and critical path items.
- ▌ Ln 002 Session Analyzer 4 · majiayu000 bundleAnalyzes current or recent session for errors, inefficiencies, and improvement opportunities across skills, tools, hooks, and communication. Use after completing a task or periodically.
- ▌ Pubmed Export Citations 3 · majiayu000 bundle├── EndNote/Zotero/Mendeley → prepareexport(pmids="last", format="ris")
- ▌ Weather Impact Analysis 2 · majiayu000 bundleAnalyze weather data impact on construction schedules. Predict weather delays, optimize work scheduling based on forecasts, and calculate weather-related risk factors for project planning.
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- ▌ Nda Review 3 · majiayu000 bundleReviews incoming one-way (unilateral) commercial NDAs in a jurisdiction-agnostic way, from either a Recipient or Discloser perspective (user-selected), producing a clause-by-clause issue log with preferred redlines, fallbacks, rationales, owners, and deadlines.
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- ▌ Interpret Feedback 3 · majiayu000 bundleInterpret third-party feedback by running parallel internal and peer interpretations to surface intent, correctness concerns, and ambiguities. Use when the user asks to "interpret feedback", "interpret comments", "what does this feedback mean", "clarify reviewer intent", "understand this review", or "interpret these suggestions".
- ▌ Website Bug Report 2 · majiayu000 bundleCustomer reports bugs, errors, or issues with the website platform.
- ▌ Clear Context 2 · majiayu000 bundleManages context overflow by handing off to a fresh subagent at 80% usage. Use when context pressure is critical and work must continue uninterrupted.
- ▌ Workshop Technical Setup 2 · majiayu000 bundleCustomer needs help with technical setup or preparation requirements for workshops.
- ▌ Scientific Schematics 3 · majiayu000 bundleCreate publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only regenerates if quality is below threshold for your document type. Specialized in neural network architectures, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.
- ▌ Songsee 2 · majiayu000 bundleGenerate spectrograms and feature-panel visualizations from audio with the songsee CLI.
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