Skills
97,725 packaged capabilities and playbooks for agents. Install any of them with one command.
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Two agent-readiness scanners in one terminal: every check isitagentready.com and is-agentic.com run, plus copy-paste fixes, CI gating, scan history, and a local store neither web UI has an answer for. Trigger phrases: `scan my site for agent readiness`, `is my site agent-ready`, `what's my agent readiness level`, `what does is-agentic say about my site`, `cross-check my agent readiness score`, `compare both agent readiness scanners`, `how do I make my site ready for AI agents`, `fix my site for AI agents`, `check llms.txt and MCP discovery on this site`, `use isitagentready`, `run isitagentready`.
LoopNet shows you today — this CLI remembers, building the price-cut, days-on-market, and supply trends LoopNet... Trigger phrases: `search loopnet for commercial real estate`, `find industrial properties for sale in`, `track price cuts on loopnet`, `what is the cap rate distribution in`, `screen for distressed commercial properties`, `use loopnet`, `run loopnet-pp-cli`.
Every MultiMail feature plus oversight velocity, trust ladder status, and cross-mailbox search no other tool has. Trigger phrases: `check my multimail inbox`, `approve pending emails`, `multimail trust status`, `search multimail for`, `sync multimail mailboxes`, `use multimail`, `run multimail`.
Every Roam HQ surface — chat, transcripts, On-Air events, SCIM, webhooks — in one local-first CLI with offline... Trigger phrases: `search roam transcripts`, `post a message to roam`, `what did we decide in roam`, `roam attendance report`, `use roam-pp-cli`, `run roam-pp-cli`.
Reviews all comments on the current pull request, evaluates whether each one still needs action, and decides whether to address it or resolve it. Holds remarks written by AI review agents to a stricter evidence bar, because they judge a diff without the context a human reviewer carries. Use when the user asks to triage PR comments, review feedback, resolve review threads, or decide which PR comments still matter.
Research prediction-market odds, order books, price history, and public market-rule context from Polymarket, Kalshi, Metaculus, and DraftKings Predictions. DraftKings routes expose categories, availability maps, and rules, not live quote data. Use when the user asks what a market or forecasting community reports.
Use when the user wants to prepare for one or more upcoming meetings with customers, prospects, partners, accounts, or important stakeholders; requests daily or date-based meeting preparation; asks to organize a same-day customer call queue; asks for the most important qualifying meeting of the day; or identifies meetings only by company, attendee, topic, or date. Produce an individual meeting brief or a chronological multi-meeting agenda as appropriate.
Use when the user asks which existing accounts to work now, which leads are hottest in a grounded list or pipeline, how to rank a territory, book, pipeline, ICP list, or account list, where to focus this week, or what rep-ready next actions to take. Prioritize accounts using current evidence, suppress or account for in-flight motion, and identify reachable contacts when supported. Use enrichment instead for net-new company discovery or missing-data completion.
Use when handling the core modules of the BK-CI Process pipeline, such as pipeline CRUD, build startup, runtime state, engine control, event-driven behavior, and database persistence. Prefer it when the user wants to change the main pipeline path rather than peripheral support modules.
Use this skill when project delivery constraints or action tracking are needed for test strategy, test strategy review, or test report review; triggers include project delivery perspective, delivery planning, schedule and capacity.
Design and operate consulting engagement governance: decision rights, steering committees, RACI, risk and issue registers, status reports, escalation, and stage gates. Use for oversight of delivery; use implementation-planning when available for the execution plan itself.
Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine, mock up a UI, explore design options, or says "prototype this", "let me play with it", "try a few designs".
Guidance for Microsoft Purview AI Hub (now part of Data Security Posture Management for AI) — discover, govern, and protect sensitive data flowing into AI applications (Microsoft 365 Copilot, Copilot Studio agents, ChatGPT, Gemini, third-party generative AI). Covers AI app discovery via Defender for Cloud Apps + endpoint signals, sensitive data risk surface, ready-to-use policies for Copilot oversharing and risky AI usage, DLP for generative AI endpoints (browser blocking), prompt/response auditing, integration with IRM (risky AI usage), Sentinel reporting, and difference vs Defender for Cloud AI workload protection. WHEN: Purview AI Hub, DSPM for AI, AI app discovery, ChatGPT data leakage, Gemini DLP, generative AI risk, prompt audit, Copilot Studio agent governance, sensitive data to AI, shadow AI, agent data risk. DO NOT USE for Defender for Cloud's AI workload protection (use defender-for-cloud-ai), Azure AI Content Safety (use azure-ai-content-safety), or Microsoft 365 Copilot rollout (use copilot-for-m365-readiness).
Guidance for Microsoft Purview Customer Key and Double Key Encryption (DKE) — customer-controlled encryption for service-side data (Customer Key for Exchange/SharePoint/OneDrive/Teams/Purview) and client-side double encryption for highly sensitive documents (DKE via sensitivity labels and a customer-hosted key service). Covers Azure Key Vault setup (HSM-backed, recoverable, soft-delete, purge protection, redundant regions), data encryption policies (DEPs) for M365 services, key rotation and revocation, DKE service deployment (containerized key release service), DKE label authoring, end-user experience trade-offs (no eDiscovery into DKE content), and decision criteria vs Microsoft-managed encryption. WHEN: Customer Key M365, BYOK Exchange, DKE Microsoft, double key encryption, customer-managed keys SharePoint OneDrive Teams, key rotation Customer Key, HYOK alternative, sovereignty encryption, regulator-controlled encryption, sensitivity label DKE. DO NOT USE for Azure resource CMK (use azure-key-vault), general sensitivity labels (use purview-information-governance), or non-encryption compliance (use compliance-manager).
Guidance for Microsoft Purview Insider Risk Management (IRM) — detect, investigate, and act on risky user activity (data theft by departing employees, intellectual property leaks, security policy violations) using signals from M365, Entra, Defender, Windows endpoints, HR systems, and Adaptive Protection. Covers policy templates (data theft by departing users, data leaks, security policy violations), HRIS connector setup, indicator selection, sequence detection, anomaly detection, alerts triage, case investigation with content explorer, integration with eDiscovery and Communication Compliance, Adaptive Protection's automatic DLP policy adjustment, privacy controls (pseudonymization), role separation, and tenant-allow-list. WHEN: insider risk management, IRM policy, data theft departing user, IP leak detection, HRIS connector Purview, Adaptive Protection, insider risk indicators, sequence detection Purview, IRM case investigation, IRM privacy controls, IRM pseudonymization, insider risk Sentinel. DO NOT USE for DLP policy authoring (use purview-dlp-policy / purview-advanced-dlp), eDiscovery only (use purview-ediscovery), or generic insider risk strategy (use insider-risk-baseline).
Progressive Web App development. Service workers, Web App Manifest, offline-first strategies, caching with Workbox, push notifications, and installability. USE WHEN: user mentions "PWA", "Progressive Web App", "service worker", "offline-first", "Web App Manifest", "Workbox", "installable web app", "cache-first", "add to home screen" DO NOT USE FOR: native mobile apps - use `react-native`, `flutter`, `expo`; push notification server-side - use `push-notifications`
PyQt6 UI design assistant that generates and refines modern, professional desktop interfaces using a consistent design system (DESIGN.md tokens). Use this skill whenever the user wants to: build or improve a PyQt6 GUI, write QSS stylesheets, add light/dark theme support, generate sidebar navigation, data tables, forms, cards, modals, or any other PyQt6 component. Also trigger this skill when the user uploads or mentions existing PyQt6 code that needs a "refresh", "redesign", "modern look", or "professional UI". Use even for partial UI tasks like "style my button" or "make a dark sidebar" — any PyQt6 styling task benefits from this skill.
Performs comprehensive code reviews for Python files following PEP 8 and Google Python Style Guide standards. Checks code quality, best practices, security, performance, maintainability, and style compliance. Use when reviewing Python code or when asked to check, audit, or improve Python code quality.
Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session".
Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background for context and domain language. Use when user wants to report bugs, do QA, file issues conversationally, or mentions "QA session".
Evidence-driven scientific figure skill for Nature Portfolio and high-impact journals. Use it to design single and multi-panel figures from raw or summarized data, choose an appropriate graphics grammar, write Python/R plotting code, redraw existing figures, draft mechanism diagrams, write figure captions, and export editable SVG/PDF and high-resolution TIFF/PNG; it also checks data integrity, color accessibility, statistical annotations, and final-size readability. Trigger scenarios include Nature figure, scientific figure, publication plot, multi-panel figure, graphical abstract, mechanism diagram, and figure audit.
HogQL query examples and reference material for PostHog data. Read when writing SQL queries to find patterns for analytics (trends, funnels, retention, lifecycle, paths, stickiness, web analytics, error tracking, logs, sessions, LLM traces) and system data (insights, dashboards, cohorts, feature flags, experiments, surveys, hog flows, data warehouse). Includes HogQL syntax differences, system model schemas, and available functions.
Reviews Rails pull requests, focusing on controller/model conventions, migration safety, query performance, and Rails Way compliance. Covers routing, ActiveRecord, security, caching, and background jobs. Use when reviewing existing Rails code for quality, conducting a PR review, or doing a code review on Ruby on Rails (RoR) code.
Use when upgrading a Rails application from one version to another, assessing upgrade readiness, planning a multi-hop upgrade path, or investigating breaking changes, deprecation warnings, gem compatibility issues, or config.load_defaults transitions between any Rails versions from 5.2 through the latest release.
Use when upgrading a Rails application from one version to another, assessing upgrade readiness, planning a multi-hop upgrade path, or investigating breaking changes, deprecation warnings, gem compatibility issues, or config.load_defaults transitions between any Rails versions from 5.2 through the latest release.
Runs autonomous loop fetching stories from GitHub Issues. Implements and closes issues as done. Triggers on "loop through my PRDs", "work on my issues", "start the autonomous loop", "implement my PRDs", or requests to work through GitHub issues autonomously.
React form handling patterns and best practices. Covers controlled vs uncontrolled forms, React Hook Form, form validation, complex form patterns, and Server Actions forms. USE WHEN: user mentions "React forms", "controlled inputs", "uncontrolled inputs", "form validation", "multi-step form", asks about "form handling", "form state", "React Hook Form basics" DO NOT USE FOR: React Hook Form with Zod - use `react-hook-form` skill instead, React 19 Server Actions - use `react-19` skill instead, basic input handling - use `react` skill instead
WebSocket integration patterns for React applications. Covers custom hooks, context providers, Socket.IO, and real-time state synchronization with TanStack Query. USE WHEN: user mentions "WebSocket in React", "real-time React", "Socket.IO React", "useWebSocket hook", "live updates", "chat application", "real-time notifications", asks about "how to connect WebSocket in React" DO NOT USE FOR: NestJS WebSocket gateways - use `nestjs-websocket` instead, Spring WebSocket - use `spring-websocket` instead
Evaluate how well a codebase supports autonomous AI-assisted development. Analyzes repositories across five pillars (Agent Instructions, Feedback Loops, Workflows & Automation, Policy & Governance, Build & Dev Environment) covering 74 features. Use when users want to assess how agent-ready a repository is.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.