tomevault-io
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- ▌ Django Patterns 27 · tomevault-io bundleDjango架构模式,使用DRF设计REST API,ORM最佳实践,缓存,信号,中间件,以及生产级Django应用程序。 Use when this capability is needed.
- ▌ Golang Patterns 28 · tomevault-io bundle用于构建健壮、高效且可维护的Go应用程序的惯用Go模式、最佳实践和约定。 Use when this capability is needed.
- ▌ Golang Project Layout 6 · tomevault-io bundleProvides a guide for setting up Golang project layouts and workspaces. Use this whenever starting a new Go project, organizing an existing codebase, setting up a monorepo with multiple packages, creating CLI tools with multiple main packages, or deciding on directory structure. Apply this for any Go project initialization or restructuring work.
- ▌ Security Review 29 · tomevault-io bundleComprehensive security review of the Terraform provider codebase using gosec, trunk, osv-scanner, and trivy. Use when this capability is needed.
- ▌ Code Review Security 3 · tomevault-io bundleUnified pre-merge security review — SAST + SCA + secrets + container + IaC + license against the PR diff, dependency-add gate for new direct deps, optional `gh pr review` posting. Use when conducting a comprehensive security review of a feature branch, gating a merge on critical findings, or producing a structured review comment for the PR. Use when this capability is needed.
- ▌ Customer Research 3 · tomevault-io bundleUse this skill when the user needs to understand their customers, create personas, conduct user interviews, apply the Jobs-to-be-Done framework, or create an ideal customer profile. Also use when the user says 'ICP,' 'ideal customer,' 'who is my customer,' 'customer profile,' or 'target audience.' Covers JTBD methodology, behavioral personas, interview techniques, and creates MY-ICP.md — a reference file that other skills use to personalize copy with customer language.
- ▌ Claude Agent Ruby 2 · tomevault-io bundleImplement or modify Ruby code using the claude-agent-sdk gem. Covers query() one-shot calls, Client-based interactive sessions, streaming input, all 27 hook events, permission callbacks, SDK MCP servers, structured output, bare mode, full sandbox settings (network + filesystem), all 26 message types (including tool_progress, auth_status, prompt_suggestion, hook lifecycle, compact_boundary, session_state_changed, mirror_error, task_updated), session browsing/mutations, SessionStore transcript mirroring to external storage (S3/Redis/Postgres) with store-backed resume, subagents, file checkpointing, Rails integration, and custom transports. Use this skill whenever the user mentions claude-agent-sdk, Claude Agent Ruby, building AI agents in Ruby, or integrating Claude Code into a Ruby/Rails application. Use when this capability is needed.
- ▌ Brand Identity 3 · tomevault-io bundleProvides the single source of truth for brand guidelines, design tokens, technology choices, and voice/tone. Use this skill whenever generating UI components, styling applications, writing copy, or creating user-facing assets to ensure brand consistency.
- ▌ Flutter Fix Layout Issues 3 · tomevault-io bundleFixes Flutter layout errors (overflows, unbounded constraints) using Dart and Flutter MCP tools. Use when addressing "RenderFlex overflowed", "Vertical viewport was given unbounded height", or similar layout issues. Use when this capability is needed.
- ▌ Product Marketing Context 8 · tomevault-io bundleWhen the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' or wants to avoid repeating foundational information across marketing tasks. Creates `.claude/product-marketing-context.md` that other marketing skills reference. Use when this capability is needed.
- ▌ Web Design Reviewer 7 · tomevault-io bundleThis skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "find design problems". Detects issues with responsive design, accessibility, visual consistency, and layout breakage, then performs fixes at the source code level. Use when this capability is needed.
- ▌ Vercel React Best Practices 53 · tomevault-io bundleReact and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements. Use when this capability is needed.
- ▌ Applying Brand Guidelines 3 · tomevault-io bundle此技能将一致的企业品牌和样式应用于所有生成的文档,包括颜色、字体、布局和文案 Use when this capability is needed.
- ▌ Add Voice Transcription 4 · tomevault-io bundleAdd voice message transcription to FFT_nano using OpenAI's Whisper API. Automatically transcribes WhatsApp voice notes so the agent can read and respond to them. Use when this capability is needed.
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- ▌ Meta Tags Optimizer 2 · tomevault-io bundleOptimize title tags, meta descriptions, Open Graph, Twitter cards for maximum CTR with A/B variations. 标题优化/元描述/CTR Use when this capability is needed.
- ▌ Azure Functions 7 · tomevault-io bundleExpert patterns for Azure Functions development including isolated Use when this capability is needed.
- ▌ Frontend Accessibility 5 · tomevault-io bundleThis Skill provides Claude Code with specific guidance on how to adhere to coding standards as they Use when this capability is needed.
- ▌ Continuous Learning V2 5 · tomevault-io bundleInstinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination. Use when this capability is needed.
- ▌ Hexagonal Architecture 2 · tomevault-io bundleDesign, implement, and refactor Ports & Adapters systems with clear domain boundaries, dependency inversion, and testable use-case orchestration across TypeScript, Java, Kotlin, and Go services. Use when this capability is needed.
- ▌ Terraform Setup 2 · tomevault-io bundleInstall (deploy) MCP Gateway & Registry on AWS using the Terraform aws-ecs stack (ECS Fargate, Aurora, DocumentDB, Keycloak). Asks whether you are running from an EC2 instance or a local laptop, confirms the required AWS IAM permissions are in place, clones the repository, bootstraps the toolchain (uv, AWS CLI, Terraform), configures terraform.tfvars, runs the two-stage terraform apply, and completes post-deployment setup. Does NOT create IAM roles itself — it tells you the permissions you need and offers to guide you through setting them up. Use when this capability is needed.
- ▌ Comprehensive Skill 2 · tomevault-io bundleUse when working with a comprehensive skill with all frontmatter fields
- ▌ Azure Resource Visualizer 2 · tomevault-io bundleAnalyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure resources or help in understanding how the resources relate to each other.
- ▌ Agent Factory 2 · tomevault-io bundleClaude Code agent generation system that creates custom agents and sub-agents with enhanced YAML frontmatter, tool access patterns, and MCP integration support following proven production patterns Use when this capability is needed.
- ▌ Dev Workflow 4 · tomevault-io bundleEnd-to-end development workflow — build, deploy to Docker code-server, verify with Playwright, and iterate with hot-reload Use when this capability is needed.
- ▌ Performance Optimizer 4 · tomevault-io bundleActivates when user needs help with performance optimization, profiling, or improving code efficiency. Triggers on "optimize performance", "make this faster", "reduce memory", "profile this", "performance issues", "slow code", "improve speed", or efficiency-related questions. Use when this capability is needed.
- ▌ Performance Engineering 2 · tomevault-io bundleWhen validating system performance under load, identifying bottlenecks through profiling, or optimizing application responsiveness. Covers load testing (k6, Locust), profiling (CPU, memory, I/O), and optimization strategies (caching, query optimization, Core Web Vitals). Use for capacity planning, regression detection, and establishing performance SLOs. Use when this capability is needed.
- ▌ CI CD Pipeline 22 · tomevault-io bundleUse this skill for CI/CD pipeline design during framework planning. Provides templates for GitHub Actions, GitLab CI, and deployment strategies.
- ▌ Statistical Analysis 2 · tomevault-io bundleApply statistical methods including descriptive stats, trend analysis, outlier detection, and hypothesis testing. Use when analyzing distributions, testing for significance, detecting anomalies, computing correlations, or interpreting statistical results. Use when this capability is needed.
- ▌ CI CD Patterns 7 · tomevault-io bundleGeneric CI/CD pipeline patterns. Covers build stages, testing strategies, deployment patterns, artifact management, and integration with GitHub Actions, GitLab CI, Jenkins. Use when setting up CI/CD, designing pipeline architecture, creating deployment workflows, or when the user mentions CI/CD, pipeline, GitHub Actions, GitLab CI, Jenkins, or deployment automation. Use when this capability is needed.
- ▌ Slop Detector 3 · tomevault-io bundleDetect AI-generated writing patterns (slop) in content. Use when auditing drafts, reviewing AI output, or checking content authenticity before publishing. Use when this capability is needed.
- ▌ Accessibility Checker 4 · tomevault-io bundleValidate WCAG compliance, check screen reader support, and audit accessibility issues. Use when ensuring accessibility, fixing WCAG violations, or implementing inclusive design. Use when this capability is needed.
- ▌ Code Review Practices 2 · tomevault-io bundleProvides practical guidance for conducting thorough code reviews that identify issues early, promote knowledge sharing, and deliver constructive feedback. This skill should be used when reviewing pull requests, establishing team review standards, or mentoring developers on effective review practices.
- ▌ Performance Optimizer 5 · tomevault-io bundleOptimize frontend performance with bundle size reduction, lazy loading, and Core Web Vitals improvements. Use when improving page speed, reducing bundle size, or optimizing Core Web Vitals. Use when this capability is needed.
- ▌ Vulnerability Scanner 2 · tomevault-io bundleScans code for security vulnerabilities, identifies CVE patterns, and provides severity ratings with remediation guidance. Use when scanning for security issues, code vulnerabilities, or OWASP top 10 problems. Use when this capability is needed.
- ▌ Marketing Ops 7 · tomevault-io bundleCentral router for the marketing skill ecosystem. Use when unsure which marketing skill to use, when orchestrating a multi-skill campaign, or when coordinating across content, SEO, CRO, channels, and analytics. Also use when the user mentions 'marketing help,' 'campaign plan,' 'what should I do next,' 'marketing priorities,' or 'coordinate marketing. Use when this capability is needed.
- ▌ Brainstorming 69 · tomevault-io bundleUse when the user presents an idea, feature request, or problem that needs exploration before implementation - facilitates collaborative ideation through structured questioning and approach evaluation
- ▌ Writing Plans 41 · tomevault-io bundleUse when implementation is needed - creates detailed implementation plans assuming the engineer has zero context for the codebase
- ▌ Azure SQL Managed Instance 2 · tomevault-io bundleExpert knowledge for Azure SQL Managed Instance development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when using MI Link, geo-replication/HA, Entra/Kerberos auth, Extended Events, or IaC (Bicep/ARM/Terraform), and other Azure SQL Managed Instance related development tasks. Not for Azure SQL Database (use azure-sql-database), SQL Server on Azure Virtual Machines (use azure-sql-virtual-machines), Azure Database Migration service (use azure-database-migration). Use when this capability is needed.
- ▌ Azure SQL Virtual Machines 2 · tomevault-io bundleExpert knowledge for SQL Server on Azure Virtual Machines development including troubleshooting, best practices, decision making, architecture & design patterns, limits & quotas, security, configuration, integrations & coding patterns, and deployment. Use when choosing SQL on Azure VM, Always On AG/FCI, IaaS Agent, Key Vault/MI backups, or Blob Storage backup/restore, and other SQL Server on Azure Virtual Machines related development tasks. Not for Azure SQL Database (use azure-sql-database), Azure SQL Managed Instance (use azure-sql-managed-instance), Azure Virtual Machines (use azure-virtual-machines), Azure Data Science Virtual Machines (use azure-data-science-vm). Use when this capability is needed.
- ▌ Review 59 · tomevault-io bundlePerform planning-phase document reviews for the current plan artifact. Use when running /review with mode=zero-context, mode=expert-tech, or mode=implementer-readiness. Use when this capability is needed.
- ▌ Pr 17 · tomevault-io bundleINVOKE THIS SKILL before creating any PR to ensure compliance with branch naming, changelog requirements, and reviewer assignment. Use when this capability is needed.
- ▌ Git Workflow 204 · tomevault-io bundleConventional commit style, branch naming, and merge-conflict resolution, with commit-commands/github plugin integration. Use when working with version control, creating branches, writing commits, or resolving merge conflicts. Use when this capability is needed.
- ▌ Add Endpoint 3 · tomevault-io bundleAdd a new FastAPI endpoint to the API Use when this capability is needed.
- ▌ Create Agent 11 · tomevault-io bundleCreate a new voice agent with YAML configuration and prompt template Use when this capability is needed.
- ▌ Design System Governance 2 · tomevault-io bundleDetect and track design token drift between Figma design systems and code implementations - report-only skill that identifies inconsistencies and creates wrangler issues for resolution Use when this capability is needed.
- ▌ Azure Functions 8 · tomevault-io bundleBuild serverless applications on Azure Functions. Configure triggers, bindings, and deployment. Use when implementing serverless workloads on Azure. Use when this capability is needed.
- ▌ Gdpr Compliance 4 · tomevault-io bundleImplement GDPR data protection requirements. Configure consent management, data subject rights, and privacy by design. Use when processing EU personal data. Use when this capability is needed.
- ▌ Terraform Azure 2 · tomevault-io bundleProvision Azure infrastructure with Terraform. Configure providers, manage state, and deploy resources. Use when implementing IaC for Azure. Use when this capability is needed.
- ▌ Threat Modeling 3 · tomevault-io bundleConduct threat modeling using STRIDE methodology. Identify threats, assess risks, and design security controls. Use when designing secure systems or assessing application security. Use when this capability is needed.
- ▌ Requesting Code Review 24 · tomevault-io bundleUse when completing tasks, implementing major features, or before merging to verify work meets requirements
- ▌ Test Driven Development 41 · tomevault-io bundleUse when implementing any feature or bugfix, before writing implementation code
- ▌ Dependency Management 2 · tomevault-io bundleStandard instructions for adding or updating backend (pip) and frontend (npm) dependencies. Use when this capability is needed.
- ▌ Security Scan 7 · tomevault-io bundleRun dependency audits, secrets detection, and static analysis to find CVEs, leaked credentials, and insecure code patterns. Use at phase checkpoints or before releases. Use when this capability is needed.
- ▌ Documentation Templates 14 · tomevault-io bundleGenerates README files, API documentation, and inline code comments following best practices. Use when creating project documentation, writing READMEs, documenting APIs, or explaining complex code.
- ▌ REST API Design 6 · tomevault-io bundleReviews or designs a RESTful API following best practices Use when this capability is needed.
- ▌ Web Components 2 · tomevault-io bundleWorking with the ss-icon Web Component and ss-loader Use when this capability is needed.
- ▌ Observability 6 · tomevault-io bundleAdd or change observability instrumentation (structured logging, OpenTelemetry traces/spans, RED metrics, dashboards, alerts). Use when adding logs/metrics/traces to code, defining telemetry field contracts, or building monitoring runbooks. NOT for diagnosing existing issues with existing telemetry (use debug); NOT for security-specific logging concerns (use security). Use when this capability is needed.
- ▌ Agents Md Improver 2 · tomevault-io bundleUse to audit or improve AGENTS.md / CLAUDE.md / GEMINI.md / WORKFLOW.md against the canonical fleet entry-doc pattern. Fires when authoring or revising entry docs, when audit-entry-docs.sh flags drift, or when a new repo joins the fleet and needs entry docs scaffolded. Do not use to write product documentation — entry docs are agent-control content per OPERATING_MODEL Source Of Truth. Use when this capability is needed.
- ▌ Langchain Architecture 13 · tomevault-io bundleDesign LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows. Use when this capability is needed.
- ▌ Claude Docs Consultant 2 · tomevault-io bundleConsult official Claude Code documentation from code.claude.com using selective fetching. Use when working on hooks, skills, subagents, plugins, agent teams, MCP servers, permissions, settings, CI/CD (GitHub Actions, GitLab), IDE extensions (VS Code, JetBrains), desktop/web app features, scheduling, memory/CLAUDE.md, deployment (Bedrock, Vertex, Foundry), sandboxing, monitoring, or any Claude Code feature requiring official docs. Fetches only the specific docs needed per task. Use when this capability is needed.
- ▌ Incident Investigation 2 · tomevault-io bundleCorrelate PagerDuty incidents with Jira tickets and recent ArgoCD deployments to accelerate root cause analysis. Orchestrates multiple agents to build a timeline of events. Use when investigating active incidents, performing post-mortems, or correlating alerts with changes. Use when this capability is needed.
- ▌ Frontend Aesthetics 2 · tomevault-io bundleInstructions on how to design high quality frontend aesthetics Use when this capability is needed.
- ▌ Design System Generator 2 · tomevault-io bundleDesign system generator that matches natural language descriptions to design trends. Expert in Swiss Modern, Neobrutalism, Glassmorphism, and 20+ other design trends. Includes trend matching Use when this capability is needed.
- ▌ Vitest Testing Patterns 2 · tomevault-io bundleWrite tests using Vitest and React Testing Library. Use when creating unit tests, component tests, integration tests, or mocking dependencies. Activates for test file creation, mock patterns, Use when this capability is needed.
- ▌ Incident Response 3 · tomevault-io bundleStructured approach to handling production incidents, from detection through resolution and post-mortem analysis Use when this capability is needed.
- ▌ Git Worktree Manager 2 · tomevault-io bundleManage git worktrees for efficient multi-branch development. Use when you need to create worktrees for feature branches, organize worktree directories, clean up unused worktrees, or implement worktree-based workflows. Use when this capability is needed.
- ▌ CI CD And Automation 24 · tomevault-io bundleAutomates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment strategies.
- ▌ Dispatching Parallel Agents 14 · tomevault-io bundleUse when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
- ▌ Solid Principles 4 · tomevault-io bundleFive principles for maintainable object-oriented design Use when this capability is needed.
- ▌ Documentation Writer 26 · tomevault-io bundleWrites private user manuals and personal reference documentation for codebases. Use when generating personalized documentation, private notes-to-self, or internal reference guides that may include credentials and specific configurations. Use when this capability is needed.
- ▌ Architecture Design Review 2 · tomevault-io bundleConducts comprehensive architecture design reviews including system design validation, architecture pattern assessment, quality attributes evaluation, technology stack review, and scalability analysis. Produces detailed review reports with findings, recommendations, and risk assessments. Use when reviewing software architecture designs, validating architecture decisions, assessing system scalability, evaluating technology choices, or when users mention architecture review, design assessment, technical review, or architecture validation. Use when this capability is needed.
- ▌ Active Directory Attacks 2 · tomevault-io bundleThis skill should be used when the user asks to "attack Active Directory", "exploit AD", "Kerberoasting", "DCSync", "pass-the-hash", "BloodHound enumeration", "Golden Ticket", "Silver Ticket", "AS-REP roasting", "NTLM relay", or needs guidance on Windows domain penetration testing. Use when this capability is needed.
- ▌ Ray Data 2 · tomevault-io bundleScalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines. Use when this capability is needed.
- ▌ Database Schema Designer 9 · tomevault-io bundleDesign robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models. Use when this capability is needed.
- ▌ Domain Name Brainstormer 3 · tomevault-io bundleGenerates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.
- ▌ Internal Comms 13 · tomevault-io bundleUse when working with a set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).
- ▌ Smtp Penetration Testing 2 · tomevault-io bundleThis skill should be used when the user asks to "perform SMTP penetration testing", "enumerate email users", "test for open mail relays", "grab SMTP banners", "brute force email credentials", or "assess mail server security". It provides comprehensive techniques for testing SMTP server security. Use when this capability is needed.
- ▌ Jupyter Notebook Testing 2 · tomevault-io bundleCreate and manage Jupyter notebooks for testing Adobe Edge Delivery Services (EDS) blocks interactively in the browser using the ipynb-viewer block. Interactive JavaScript execution, overlay previews with backdrop, direct ES6 imports. Use when creating notebooks, testing blocks with ipynb files in browser, generating overlay previews, or creating executable documentation. Use when this capability is needed.
- ▌ Finance Search Agent 2 · tomevault-io bundleAI agent for finance search agent tasks. Use when this capability is needed.
- ▌ Code Explainer 3 · tomevault-io bundleProvides a brief explanation of the code attached, including key components, notable patterns, and a code walkthrough.
- ▌ Kubernetes Deployment 13 · tomevault-io bundleKubernetes Deployment Workflow workflow skill. Use this skill when the user needs Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off. Use when this capability is needed.
- ▌ Terraform AWS Modules 4 · tomevault-io bundlemodules/vpc/variables.tf workflow skill. Use this skill when the user needs Terraform module creation for AWS \u2014 reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off. Use when this capability is needed.
- ▌ Code Antipatterns Analysis 2 · tomevault-io bundleAnalyze codebases for anti-patterns, code smells, and quality issues using ast-grep structural pattern matching. Use when reviewing code quality, identifying technical debt, or performing comprehensive code analysis across JavaScript, TypeScript, Python, Vue, React, or other supported languages. Use when this capability is needed.
- ▌ Subagent Driven Development 25 · tomevault-io bundleUse when executing implementation plans with independent tasks in the current session
- ▌ Tailwind Design System 6 · tomevault-io bundleBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI patterns. Use when this capability is needed.
- ▌ Agent Creator 15 · tomevault-io bundleCreate Claude Code CLI agents (subagents) following best practices - proper Task tool configuration, agent specialization, workflow integration, and RAG-enhanced knowledge bases Use when this capability is needed.
- ▌ Prd Template 2 · tomevault-io bundleThis skill should be used when the user asks to "create a PRD", "write requirements", "document a feature", "generate product spec", "define requirements", "write feature specifications", or when creating PRD documents from gathered requirements. Use when this capability is needed.
- ▌ Rust Engineer 6 · tomevault-io bundleUse when a task needs Rust expertise for ownership-heavy systems code, async runtime behavior, or performance-sensitive implementation.
- ▌ MCP Inspector 2 · tomevault-io bundleTest Model Context Protocol (MCP) servers using the MCP Inspector CLI with correct syntax Use when this capability is needed.
- ▌ N8n Expression Syntax 2 · tomevault-io bundleValidate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook data in workflows. Use when this capability is needed.
- ▌ Algorithmic Art 17 · tomevault-io bundleCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Use when this capability is needed.
- ▌ Peer Review 2 · tomevault-io bundleStructured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation. Use when this capability is needed.
- ▌ Statsmodels 3 · tomevault-io bundleStatistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided statistical test selection with APA reporting use statistical-analysis. Use when this capability is needed.
- ▌ Zarr Python 3 · tomevault-io bundleChunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines. Use when this capability is needed.
- ▌ Peer Review 3 · tomevault-io bundleSystematic peer review toolkit. Evaluate methodology, statistics, design, reproducibility, ethics, figure integrity, reporting standards, for manuscript and grant review across disciplines. Use when this capability is needed.
- ▌ Scikit Learn 18 · tomevault-io bundleMachine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices. Use when this capability is needed.
- ▌ Guardian 2 · tomevault-io bundleSpecialized in quality assurance, security auditing, and performance optimization. Use when conducting code reviews, hunting bugs, scanning for vulnerabilities, profiling performance, ensuring security standards, or validating implementation quality. Use when this capability is needed.
- ▌ Vap Media 2 · tomevault-io bundleAI image, video, and music generation + editing. Flux, Veo 3.1, Suno V5. Use when this capability is needed.
- ▌ Frontend Philosophy 3 · tomevault-io bundleVisual & UI philosophy (The 5 Pillars of Intentional UI). Understand deeply to avoid "AI slop" and create distinctive, memorable interfaces. Use when this capability is needed.