AI Skills Directory

Generate or update repository-specific AGENTS.md instruction files from real repo evidence. Use when asked to create, design, scaffold, split, or improve root or scoped AGENTS.md files for…

Exploits Kerberos delegation misconfigurations for privilege escalation and lateral movement in Active Directory. Covers Unconstrained Delegation (TGT harvesting via coercion), Constrained Delegation…

1S2U integration. Manage data, records, and automate workflows. Use when the user wants to interact with 1S2U data.

Resolves missing CLI tools. Use when a command is unavailable, a shell reports command not found, or a tool must be run without installing it globally.

Guidelines for ASP.NET Core web development covering API design, authentication, caching, and best practices

Teaches resource loading sequence optimization for Core Web Vitals. Use when you need to improve FCP, LCP, or FID by reordering how critical resources are discovered and loaded.

Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation by testing with subagents before writing, iterating until…

Review a specific decision, plan, or artifact using bounded evidence, counterevidence, alternatives, opportunity cost, and verifiable next checks. Use for a "Munger review", decision review,…

Use when 用户需要优化前端性能、提升页面加载速度、减少白屏时间、优化交互流畅度、进行性能排查时。触发场景：前端性能优化、页面加载慢、白屏时间长、卡顿、LCP/FID/CLS指标优化、前端性能分析、打包体积优化。

Build ARIMA models for time series forecasting with trend and seasonality decomposition. Use this skill when the user needs to forecast future values from historical sequential data, test for…

Implement or fix one authorized unit with minimal edits and sufficient evidence. Reuse existing checks and add tests only for concrete uncovered behavior or risk.

Show and toggle Navigator features. Auto-invoke when user says "show features", "enable/disable feature", "my navigator settings", or "configure navigator".

Surgical Debugger & Code Optimizer. Autonomous root-cause investigation, persistence-loop fixing, and high-fidelity code reflection. No new features, only fixes.

Load automatically when planning, researching, or implementing Medusa Admin dashboard UI (widgets, custom pages, forms, tables, data loading, navigation). REQUIRED for all admin UI work in ALL modes…

Access Telnyx LLM inference APIs, embeddings, and AI analytics for call insights and summaries. This skill provides Python SDK examples.

Fixing lint to a clean state: runs the linter, groups reported issues into independent streams, and dispatches one parallel fixer agent per stream (ring:backend-go for Go, ring:general-purpose…

Manage Symfony configuration with .env files, parameters, secrets vault, and environment-specific settings

Conventional Commits specification for semantic versioning and changelog generation. Use when writing commit messages, configuring commit linting, or automating releases.

Expert children's book writer creating delightful, engaging books for ages 2-9. Specializes in rhyming books, stories, songs with proper values, educational content, and age-appropriate language.…

Find deepening opportunities in a codebase, informed by the domain language in specs/tech-architecture/tech-stack.md and the decisions in specs/adr/. Use when the user wants to improve architecture,…

Triages pending improvement-proposal MCP items — presents each with its scope and evidence, collects an accept/reject/defer decision per proposal, and carries out the disposition: project-scoped…

Take knowledge from the current conversation and compound it into a living wiki in the personal Obsidian vault. The agent scouts existing pages via QMD first, proposes what to write, quizzes the user,…

Builds spatial Android apps for Meta Quest and Horizon OS with Meta Spatial SDK — ECS architecture, 2D panels, 3D objects, hybrid experiences. Use when creating Kotlin-based spatial applications.

Debug and fix bugs, errors, or unexpected behavior

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget. Use when the user requests…

Structure information so people can find what they need, understand where they are, and navigate confidently. Covers navigation pattern design, taxonomy, labeling systems, search and browse strategy,…

Fix PageSpeed Insights/Lighthouse accessibility "!" errors caused by contrast audit failures (CSS filters, OKLCH/OKLAB, low opacity, gradient text, image backgrounds). Use for accessibility-driven…

Hooks for managing, caching and syncing asynchronous and remote data in Vue. ALWAYS use when writing code importing "@tanstack/vue-query". Consult for debugging, best practices, or modifying…

Use when implementing email notifications, system alerts, Assignment Rules, Auto Repeat, or ToDo items. Prevents misconfigured Email Accounts, broken notification templates, and silent delivery…

Use when tutoring a student in MATLAB programming, coaching beginners, explaining MATLAB concepts interactively, or running a conversational AI tutor session.

Transform validated pain points into articulated user value statements for PRD v0.1 Spark. Triggers on completing problem framing, defining user outcomes, articulating value propositions, or requests…

Implement routing in Angular v20+ applications with lazy loading, functional guards, resolvers, and route parameters. Use for navigation setup, protected routes, route-based data loading, and nested…

Ensure the user has an authenticated Datadog account with a valid DD_API_KEY on the right region before any Datadog setup or instrumentation. Detects existing DD_API_KEY / DD_APP_KEY / DD_SITE,…

Evaluate representation and flag potential harm concerns. Use when writing characters from marginalized groups, depicting sensitive subject matter, or wanting to check for stereotypes and harmful…

3rd-party test and monitor result ingestion into Dynatrace Grail via the platform events ingest API (platform/ingest/custom/events/). Use when sending external synthetic test outcomes, CI monitor…

Build workflow automations with Activepieces. Use when a user asks to self-host a Zapier alternative, automate workflows with a visual builder, create no-code integrations, or set up open-source…

Comprehensive patterns for building AI-powered code generation tools, code assistants, automated refactoring, code review, and structured output generation using LLMs with function calling and tool…

Display help for Claude MPM commands

In-app products, subscriptions, base plans, and offers setup for Google Play monetization, including bulk-localizing subscription display names, descriptions, and benefits across all locales. Use when…

Create memorable sonic logos using design principles from Intel, Netflix, and McDonald's—crafting 2-5 second audio signatures that achieve instant brand recognition. Use when: Creating a sonic logo…

ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization.

Architecting solutions at the team level while staying coherent with Bitwarden's holistic architecture. Covers security mindset, architectural judgment, Bitwarden-specific constraints, and working…

Draft a practical system design for a feature. Use when a mid-level developer needs a starting architecture.

3D Game Development workflow skill. Use this skill when the user needs 3D game development principles. Rendering, shaders, physics, cameras and the operator should preserve the upstream workflow,…

Audit software supply chain risk — dependency and transitive package review, typosquatting and dependency confusion, lockfile and SBOM analysis, CI/CD pipeline and GitHub Actions security, build…

Enforce a hard-cut cleanup policy: keep one canonical implementation and delete compatibility, migration, fallback, adapter, coercion, and dual-shape code. Use for pre-release or internal-draft…

Autonomous learning system - learns from mistakes, reflects on sessions, and gets smarter over time. The AI brain.

Build Solana trading applications combining DFlow trading APIs with Helius infrastructure. Covers spot swaps (imperative and declarative), prediction markets, real-time market streaming, Proof KYC,…

Produces executive-quality strategic documents in The Economist/HBR style. Use when writing strategy memos, market analysis, business cases, customer research reports, or any document for Product,…

Design comprehensive metadata frameworks. Develops structured metadata templates and tagging systems.