AI & ML

technicalpickles Skill

Capture current session state without stopping

jasonwarrenuk Skill

Model-first design: map entities, relationships and boundaries before writing code.

joellewis-skill-library Skill

Engineers prompts into clear, structured, model-optimized instructions using the 4-D methodology (Deconstruct, Diagnose, Develop, Deliver) with architecture-specific tuning. Use when a draft prompt, instruction set, or agent skill description needs refinement for clarity or improved performance.

joellewis-skill-library Skill

Writes and refines dialogue that serves plot and reveals character through subtext, intention, and behavioral exchange — applying McKee's subtext principle and Sorkin's intention-and-obstacle model. Use when dialogue feels flat, expository, or 'on the nose.'

joellewis-skill-library Skill

Use when a team is deflecting blame to external factors or a leader is micromanaging—shifts from permission-seeking to intent-stating using Willink's Extreme Ownership and Marquet's Leader-Leader model.

zoom-skills Bundle

Official Zoom MCP Server guidance for AI-agent access to the unified Zoom MCP Server and dedicated Meetings, Chat, Canvas, Tasks, Whiteboard, and Revenue Accelerator servers. Use for Zoom-hosted MCP endpoints, tools/list, tools/call, OAuth scopes, or server selection. Route product-specific work to the matching zoom-mcp child skill.

joellewis-skill-library Skill

Use when a problem spans multiple disciplines or when single-domain thinking has produced stale analysis—applies Munger's latticework of mental models across physics, biology, and psychology.

joellewis-skill-library Skill

Designs plot structure and story arcs using McKee's value turns, Campbell's monomyth, and Sanderson's Promise/Progress/Payoff model to ensure causal integrity and emotional resonance. Use when constructing narratives, outlining novels, or diagnosing why a story feels broken.

joellewis-skill-library Skill

Use when writing is structurally clear but emotionally flat—adds turning points, sensory metaphors, and change hooks using Storr's brain-change model and Hopkins' specificity techniques.

zoom-skills Bundle

Zoom Plugin SDK guidance for native macOS and Windows applications that control an installed Zoom Workplace desktop client over IPC. Use for desktop companion apps that start or join meetings, control meeting audio/video/share/UI, inspect participants, or manage supported meeting features without embedding a Zoom client. Route platform-specific implementation to the macOS or Windows child skill.

skilldoai Bundle

Generate SKILL.md agent rules files for software libraries. Use when you need to create, review, or lint SKILL.md documentation for Python, Go, JavaScript, Rust, or Java libraries, or when configuring skilldo.toml files.

davidortinau Bundle

Guide for implementing deep linking in .NET MAUI apps. Covers Android App Links with intent filters, Digital Asset Links, and AutoVerify; iOS Universal Links with Associated Domains entitlements and Apple App Site Association files; custom URI schemes; and domain verification for both platforms. USE FOR: "deep linking", "app links", "universal links", "custom URI scheme", "intent filter", "Associated Domains", "Digital Asset Links", "open app from URL", "handle incoming URL", "domain verification". DO NOT USE FOR: in-app Shell navigation (use maui-shell-navigation), push notification handling (use maui-push-notifications), or web content embedding (use maui-hybridwebview).

zoom-skills Bundle

Zoom Virtual Agent skill pack for web campaigns/chat embeds, Android and iOS WebView bridge integrations, and knowledge-base sync workflows. Use for lifecycle patterns, event handling, and version-drift troubleshooting.

intelligentcode-ai Bundle

Local stdio MCP proxy server that mirrors upstream MCP servers/tools and centralizes authentication (OAuth, headers/env). Register one server in your agent runtime, manage upstreams via .mcp.json and/or $ICA_HOME/mcp-servers.json.

intelligentcode-ai Bundle

Universal MCP client for connecting to MCP servers with progressive disclosure. Use when you need to list MCP servers/tools or call an MCP tool against a server that is not already wired into the current agent runtime.

intelligentcode-ai Skill

Activate when setting up MCP servers, resolving MCP tool availability, or configuring fallbacks for MCP-dependent features. Configures and troubleshoots MCP (Model Context Protocol) integrations.

intelligentcode-ai Skill

Activate when user needs AI/ML work - model integration, behavioral frameworks, intelligent automation. Activate when the ai-engineer skill is requested or work involves machine learning, agentic systems, or AI-driven features.

intelligentcode-ai Skill

Activate when users want to create or update an Agent Skill and want a Test-Driven Development approach. Defines a red-green-refactor workflow for SKILL.md authoring, trigger quality, validation, and iterative refinement.

qte77-claude-code-utils Bundle

Implements document indexing with heading-boundary chunking, embedding, FAISS vector store, and PageIndex-style hybrid retrieval. Use when building RAG pipelines, document search, or memory layers.

kevinslin-skills Bundle

Use 1Password CLI safely for agent credential workflows.

zoom-skills Bundle

Zoom Tasks MCP server guidance for creating, reading, updating, trashing, commenting on, assigning, and collaborating on tasks and task steps. Use for agent-driven Tasks workflows over the dedicated Zoom Tasks MCP endpoint.

zoom-skills Bundle

Zoom Meeting SDK for iOS native apps. Use when embedding Zoom meetings in iOS with default/custom UI, PKCE + SDK auth, host start with ZAK, and mobile lifecycle handling.

zoom-skills Bundle

Zoom Canvas MCP server guidance for Canvas file and block operations, collaborators, sharing settings, ownership, Markdown import, and content export. Use for the current Canvas MCP endpoint and OAuth scopes; use the parent Zoom MCP skill for server selection.

davidortinau Bundle

Guidance for embedding web content in .NET MAUI apps using HybridWebView, including JavaScript–C# interop, bidirectional communication, raw messaging, and trimming/NativeAOT considerations. USE FOR: "HybridWebView", "JavaScript interop", "embed web content", "JS to C# interop", "C# to JavaScript", "web view interop", "raw message", "InvokeJavaScriptAsync", "web content MAUI". DO NOT USE FOR: deep linking from external URLs (use maui-deep-linking), REST API calls (use maui-rest-api), or Blazor Hybrid apps (different from HybridWebView).

intelligentcode-ai Skill

Activate when multiple independent work items can execute concurrently. Activate when coordinating non-blocking task patterns in L3 autonomy mode. Manages parallel execution from selected tracking backend (config-driven), with .agent/queue/ fallback.

intelligentcode-ai Bundle

Plan and structure GitHub Issues work for epics, stories, bugs, findings, and work-items with consistent labels, priorities, and parent-child links. Use when users ask to set up GitHub planning/tracking, create typed issues, define issue hierarchies, or enforce issue taxonomy via gh CLI (preferred for token efficiency) with optional GitHub MCP fallback.

zoom-skills Bundle

Zoom Meeting SDK for macOS native apps. Use when embedding Zoom meetings in macOS with default/custom UI, PKCE + SDK auth, host start/join flows, and desktop meeting feature controllers.

zoom-skills Bundle

Zoom Virtual Agent iOS integration via WKWebView. Use for Swift/Objective-C script injection, message handlers, support_handoff relay, and URL routing policies.

echoleesong Bundle

Page Agent 集成助手 - 帮助开发者在 Web 项目中集成和配置阿里巴巴 Page Agent AI 助手。用于初始化 Page Agent、配置自定义 LLM（通义千问、OpenAI 等）、实现智能表单填写、开发自然语言 UI 交互、配置 Chrome 扩展实现跨页面任务。

kevinslin-skills Bundle

Load local dotenvx credential sets for agent workflows.

kevinslin-skills Bundle

Judge agent work as approve, reject, or escalate.

kevinslin-skills Bundle

Improve skills from agent friction or derive steering principles from user corrections.

eron1703 Skill

Access commander-mcp for ALL infrastructure data, skills, and methodology

eron1703 Skill

Coding agent focused on clean, production-ready code following project patterns

eron1703 Bundle

FlowMaster backend: 29 deployed services, REST APIs, Event Bus patterns, MCP integration

zoom-skills Bundle

Zoom Team Chat MCP server guidance for channel, message, contact, session, and file search/read workflows plus write-capable message and channel operations. Use for Team Chat MCP endpoints, OAuth scopes, tools/list, and agent-driven Chat actions rather than default Zoom MCP search or deterministic Team Chat REST API implementation.