AI Skills Directory

Design architecture foundations before implementation. Use when asked to design or refactor architecture, choose Rust/Go crate, package, module, runtime, workflow, or service boundaries, compare…

Authenticates to AD services using NTLM hashes, AES keys, or Kerberos tickets without cracking passwords. Covers Pass-the-Hash, Over-Pass-the-Hash, Pass-the-Key, and Pass-the-Ticket for lateral…

2Chat integration. Manage data, records, and automate workflows. Use when the user wants to interact with 2Chat data.

Fetch and apply review comments from the current PR. Use when you need to address PR feedback.

Expert guidance for Microsoft AutoGen multi-agent framework development including agent creation, conversations, tool integration, and orchestration patterns.

Teaches the module pattern for code organization and encapsulation. Use when structuring JavaScript into reusable, maintainable pieces with clear public and private boundaries.

Use when writing, reviewing, or modifying Rust code - covers error handling with thiserror+miette, type system patterns, async and serde conventions, testing crates, dependency pinning, and module…

Recover missing conversation context after explicit compaction or truncation, or when the user explicitly asks to recover prior work. Use for requests such as "where were we before compaction?" when…

在代码库中发现架构"深化"机会——将浅模块变成深模块的重构，提升可测试性和 AI 可导航性。与 architecture-advisor 互补：architecture-advisor 设计新架构，本技能改善现有代码库结构。触发词：改进代码库架构、架构深化、找重构机会、模块耦合太紧、难以测试、代码难以理解、架构改进、improve architecture、refactor…

Build forecasting models with Meta's Prophet for business time series with holidays and changepoints. Use this skill when the user needs user-friendly time series forecasting, handling of missing data…

DEPRECATED. The multi-Claude orchestration scripts are deprecated in favor of native Claude Code Workflows; no installation is needed. Auto-invokes on "install multi-Claude workflows", "set up…

Use when building an internal admin-facing AI agent in a Medusa project. These agents are operated by merchants and store operators — not customers. Covers data models, module service, agent runtime…

Send transactional email, batch sends, scheduled delivery, templates, email validation, and track delivery events. Use for notifications, alerts, and automated email workflows.

Open a GitHub Pull Request with automatic base branch detection, scope allowlist enforcement, PR template filling, and post-create base verification. Replaces ring:generating-pr-descriptions. Use…

Daily development workflow for Symfony projects including common tasks, debugging, and productivity tips

Create and present web-based slides for developers using Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, conference talks,…

Interactive math teacher that instantly generates playful, gamified learning experiences. Creates visual playgrounds, interactive artifacts, and engaging games for kids and adults to learn math…

Delegate one complex task to a single subagent, review its work in two stages before merging back. Sequential — one agent at a time, with oversight. Use when a task is complex and requires careful…

Navigates role transitions for MCP work items using advance_item. Shows current role, gate status, required notes, and the correct trigger to use. Use when a user says: advance this item, move to…

Reviews Unity code targeting Meta Quest and Horizon OS for performance issues, rendering best practices, and common VR pitfalls. Use during code review or when diagnosing Quest performance problems in…

Use when designing modules, APIs, and system architecture requiring independent, non-overlapping components where changes in one don't affect others.

Train machine learning models end-to-end, covering data loading, preprocessing, architecture selection, training loops, validation, and checkpointing. Use when the user requests model training or…

Discipline for giving design work narrative structure that makes people care. Provides four canonical patterns — protagonist-arc, choreography, situation/complication/resolution, what-is/what-could-be…

Headless UI for building powerful tables & datagrids for Vue. ALWAYS use when writing code importing "@tanstack/vue-table". Consult for debugging, best practices, or modifying @tanstack/vue-table,…

Use when implementing translations/i18n in Frappe v14-v16 apps. Covers _() in Python, __() in JavaScript, CSV translation files, bench commands, string extraction rules, lazy translation _lt(), PO/MO…

Create MATLAB Course Designer MATLAB Exercise learning activities by wrapping the existing matlab-generate-grader-assessments skill, then validating generated solution.m, template.m, and tests.m files…

Define and prioritize features with strategic traceability during PRD v0.3 Commercial Model. Triggers on requests to define features, prioritize capabilities, scope MVP, map features to pricing tiers,…

Write unit and integration tests for Angular v20+ applications using Vitest or Jasmine with TestBed and modern testing patterns. Use for testing components with signals, OnPush change detection,…

Enable Single Step Instrumentation (SSI) on Kubernetes — automatically instruments applications for APM without code changes. Only use if the Datadog Agent is already running on the cluster — if not,…

Diagnose and calibrate tonal delivery for tabletop RPG sessions. Use when narration feels flat, tone shifts jarringly, descriptions overwhelm play, or energy stays monotonous throughout sessions.

Analyze & debug GenAI/LLM apps: token cost & caching by prompt, model & provider; latency/errors; agent & tool loops/failures; conversations; guardrails; evaluations; OpenTelemetry/dt-evals setup.

Build full-stack web applications with AdonisJS — a batteries-included Node.js framework with ORM, auth, validation, and mailer built-in. Use when someone asks to "build a web app with Node.js",…

Expert in applying AI to education - AI tutors, personalized learning paths, content generation, automated assessments, and adaptive learning systems. Covers practical implementation of AI to enhance…

Control monitoring server and dashboard

Set region-specific pricing for subscriptions and in-app purchases using purchasing power parity (PPP). Use when adjusting prices by country or implementing localized pricing strategies on Google…

Master Ira Glass's narrative storytelling methodology from This American Life to create podcasts that captivate listeners through the power of story. Use when: Creating a branded podcast or audio…

Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development practices. Includes security scanning, vulnerability assessment, compliance checking,…

Apply one intent across many targets at once — a fleet of repositories across the Bitwarden ecosystem, or many projects inside a monorepo — as N consistent, idempotent, reviewable draft PRs.

Draft a basic SQL query from a simple requirement. Use when a junior developer needs help forming SELECT queries.

3D Web Experience workflow skill. Use this skill when the user needs Expert in building 3D experiences for the web - Three.js, React and the operator should preserve the upstream workflow, copied…

Hunt planted webshells and backdoors across a web source tree — PHP first (also JSP, ASP, Node) — triaging a directory at scale, statically decoding obfuscation layers without ever executing the…

Concise git workspace snapshot for the current directory. Use when asked to show current branch, cwd, repo root, whether the current directory is a worktree, local dirty status, or whether other…

Contract-First Map-Reduce coordination protocol for native TeamCreate multi-agent teams. Wraps TeamCreate, Task (teammates), SendMessage with an upfront shared contract phase that eliminates 75% of…

Build confidential dApps on Solana using Inco Lightning encryption — encrypted balances, private transfers, and attested decryption

Creates professional Mermaid diagrams with semantic styling and visual hierarchy. Use when creating flowcharts, sequence diagrams, state machines, class diagrams, or architecture visualizations.

Search for existing cases related to specific indicators or entities. Use to find correlation with other investigations before starting new analysis. Takes search terms and returns matching case IDs.

사용자 매뉴얼(Diátaxis)과 운영자 매뉴얼(런북, 배포 가이드, 설정 레퍼런스, 인시던트 플레이북) 생성. 사용자 매뉴얼/유저 가이드/튜토리얼, 운영자 매뉴얼, 런북(runbook), 배포 가이드, 온콜/인시던트 대응 문서가 필요할 때. API 명세는 docs-interfaces, 아키텍처 문서는 docs-architecture, docs CI…

COSTLY: Spawns a separate sub-agent CLI session. Use ONLY for complex CODE tasks requiring 10+ iterative tool calls (multi-file refactoring with tests, code review with fixes, test-fix cycles).…

Build and manage pages, elements, components, and styles in Webflow Designer. Use when adding sections, creating layouts, building elements, inspecting or updating components, viewing what's inside a…

Diagnose and fix non-indexed pages using GSC and Bing Webmaster data. Finds exactly why each page isn't indexed and applies the fix.

Comprehensive knowledge of dotfiles management, configuration file organization, symlink strategies, and cross-platform environment setup. Use when the user needs to organize, sync, or deploy dotfiles…