requirements-test-coverage-mapper

Map requirements (PRD/user stories/AC) to comprehensive test coverage using a traceability matrix (RTM). Outputs coverage gaps, risks, test levels, prioritization, automation candidates, and change-impact notes. Designed for QA/Test Architect workflows.

add-autogate

Step-by-step guide for adding a new autogate to workerd for gradual rollout of risky changes, including enum registration, string mapping, usage pattern, and testing.

chrome-policy-creation

Guide for adding new enterprise policies to Chromium. Complete guide for policy definitions, pref mapping, and writing tests.

Platform Ai

Google Maps Platform Code Assist MCP

Google Maps MCP Server

17 Google Maps tools for AI agents — geocode, search, directions, weather, air quality, and more.

Bbox Mcp Server

Bounding box(bbox) GIS tool: coords conversion, EPSG, WKT, GeoJSON, H3, Overpass, POI, map viz

Io.Github.Qso Graph/Iota Mcp

Islands on the Air MCP server. Group lookup, island search, DXCC mapping, nearby groups.

/map — Literature-Thesis Mapping Skill

Google Maps Places

Allow AI systems to search for places and get business info via Google Maps Places API.

OpenTrace is a knowledge graph platform that maps system architecture, code structure, and service relationships giving you a visual, queryable map of how your codebase and infrastructure connect.

nlm-cli-skill

Expert guide for the NotebookLM CLI (`nlm`) - a command-line interface for Google NotebookLM. Use this skill when users want to interact with NotebookLM programmatically, including: creating/managing notebooks, adding sources (URLs, YouTube, text, Google Drive), generating content (podcasts, reports, quizzes, flashcards, mind maps, slides, infographics, videos, data tables), conducting research, chatting with sources, or automating NotebookLM workflows. Triggers on mentions of "nlm", "notebooklm", "notebook lm", "podcast generation", "audio overview", or any NotebookLM-related automation task.

Io.Github.Maverick7/Glue Code Generator

Maps API JSON to Vue/React components with Zod schemas and live UI previews

code-hygiene

Codebase health analysis: dead code, test quality, duplicates, complexity, security, architecture mapping. Tool-first, structured storage, forge integration.

Io.Github.Ansvar Systems/Security Controls

1,451 security controls across 261 frameworks with bidirectional mapping

AIquila — Nextcloud MCP Server

Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools

TheArtOfService Compliance Intelligence

Query 692+ compliance frameworks, 13,700+ controls, and 280K+ cross-framework mappings.

breadboarding

Transform a workflow description into affordance tables showing UI and Code affordances with their wiring. Use to map existing systems or design new ones from shaped parts.

new-feature-package

Create a new feature package in the bigUML monorepo with proper environment folders, DI modules, exports map, and registration. Use this skill whenever the user wants to create a new package, add a new feature, scaffold a package, set up a new module, or mentions "new package", "feature package", "create package", "add feature", "scaffold", or "monorepo package". Also use when the user needs to understand the package structure or environment folder conventions.

Simpliq Server

Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Mapping

explore-codebase-index

Orients exploration of the indxr repository using `.cursor/INDEX.md` as a single-file map of directory layout, declarations, imports, and cross-file structure. Use when navigating this codebase, locating symbols or modules, planning where to read code, or answering structural questions before opening many source files.

create-domain

Create and validate PAL domains (project workspaces). USE WHEN create domain, new domain, domain structure, validate domain, map domain, sync domain, archive domain, project workspace, housekeeping. SkillSearch('create-domain') for docs.

guide-maintenance

Maintain the OpenVMM Guide and its code-sync mapping. Load when: (1) adding, removing, or moving Guide pages, (2) adding new device crates or CLI args that need doc coverage, (3) updating the doc-code-sync mapping table, or (4) auditing Guide freshness against code changes.

mapbox-cartography

Expert guidance on map design principles, color theory, visual hierarchy, typography, and cartographic best practices for creating effective and beautiful maps with Mapbox. Use when designing map styles, choosing colors, or making cartographic decisions.

Io.Github.MasonChow/Source Map Parser Mcp

Parse JavaScript error stack traces back to original source code using source maps

3d-modeling

Expert 3D modeling specialist with deep knowledge of topology, UV mapping, game-ready and film-ready pipelines, DCC tool workflows (Blender, Maya, ZBrush, 3ds Max, Houdini), retopology, LOD systems, and export pipelines. This skill represents years of production experience distilled into actionable guidance. Use when "3d model, 3d modeling, mesh topology, uv unwrap, uv mapping, retopology, retopo, low poly, high poly, subdivision, subdiv, edge flow, edge loops, polygon modeling, box modeling, hard surface, organic modeling, sculpting, zbrush, blender modeling, maya modeling, 3ds max, LOD, level of detail, game ready mesh, film ready, baking normals, high to low, fbx export, gltf export, texel density, 3d, modeling, topology, uv, game-dev, vfx, blender, maya, zbrush, retopology, lod, hard-surface, organic, sculpting" mentioned.

forge-build

Build a deployable site from generated Stitch screens. Use when the user wants to export, ship, publish, or turn their screens into a real website. Maps screens to routes and generates a static HTML, Astro, or Next.js project.

skeleton

Understand the overall structure and architecture of a codebase. Extracts all type declarations, method signatures, properties, and inheritance relationships into a compact skeleton. Use when user asks about project architecture, says "show me the structure", wants to explore an unfamiliar codebase, or is planning multi-module changes. Also use before launching an Explore agent to give it a structural map.

code-researcher

Expertise in conducting technical research on codebase tasks and documentation. Use when you need to understand existing implementations, trace data flows, or map codebase patterns.

Io.Github.Copus Io/Copus

Search human-curated content recommendations from Copus - The Internet Treasure Map

MusclesWorked

Exercise-to-muscle mapping: 856 exercises, 65 muscles, workout analysis & alternatives.

blast-radius

Map the full impact of a proposed change before making it. Use before refactors, API changes, database migrations, or any modification to shared code. Triggers: "blast radius", "what will break", "impact analysis", "what depends on this", "is it safe to change this", or before any significant refactor.

DiscoLike

TAM mapping, company discovery, contact intelligence, and technographics across 65M+ B2B domains.

Trip Planner

AI-native trip planning with flights, activities, accommodations, tasks, and maps.

Map Traveler Mcp

Virtual traveler library for MCP

add-agent-target

Use when adding support for a new AI agent target to agentsmesh. Covers official format research, canonical mapping, importer/generator/linter work, realistic fixtures, unit/integration/e2e coverage, matrix/docs updates, and final verification. Includes both project and global mode from day one.

routeros-command-tree

RouterOS command tree introspection via /console/inspect API. Use when: building tools that parse RouterOS commands, generating API schemas from RouterOS, working with /console/inspect, mapping CLI commands to REST verbs, traversing the RouterOS command hierarchy, or when the user mentions inspect, command tree, RAML, or OpenAPI generation for RouterOS.

cli

Use when an agent needs to operate HeadlessX through the CLI instead of calling files or APIs directly. Covers installing the published HeadlessX CLI package, logging in with an API URL and API key, and running `headlessx` commands for website scraping, map, crawl, Google AI Search, Tavily, Exa, YouTube, jobs, and operators. Trigger for requests like "use the CLI", "test the CLI", "show the command", "log in with the CLI", or "run HeadlessX from terminal".

decompose

Decompose a feature spec into work items for orchestration via `nw`. Takes a PRD, phase doc, or verbal description and breaks it into human-reviewable PR-sized work items with dependencies mapped into batches. Use when asked to "decompose", "break down this feature", "create work items for", or "plan the work items".

SpecLeft

Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.

ast-index

This skill should be used when the user asks to "find a class", "search for symbol", "find usages", "find implementations", "search codebase", "find file", "class hierarchy", "find callers", "module dependencies", "unused dependencies", "project map", "project conventions", "project structure", "what frameworks", "what architecture", "find Perl subs", "Perl exports", "find Python class", "Go struct", "Go interface", "find React component", "find TypeScript interface", "find Rust struct", "find Ruby class", "find C# controller", "find Dart class", "find Flutter widget", "find mixin", "find Scala trait", "find case class", "find object", "find PHP class", "find Laravel model", "find PHP trait", or needs fast code search in Android/Kotlin/Java, iOS/Swift/ObjC, Dart/Flutter, TypeScript/JavaScript, Rust, Ruby, C#, Scala, PHP, Perl, Python, Go, C++, or Protocol Buffers projects. Also triggered by mentions of "ast-index" CLI tool.

visualize

Create beautiful, self-contained HTML visualizations from any content or idea. Use for: slide decks, presentations, infographics, dashboards, flowcharts, diagrams, timelines, comparison tables, data visualizations, landing pages, one-pagers, org charts, mind maps, process flows, kanban boards, report summaries, or any visual that helps humans digest information faster. Trigger on requests like "visualize this," "make a deck," "create a slide," "build an infographic," "show me a dashboard," "make this visual," or any request to present information in a visual HTML format.

agent-bom

Security scanner for AI infrastructure — blast radius mapping, AI BOM, runtime proxy, compliance

esql

Interact with Elasticsearch using ES|QL and curl. Use when querying, managing indices, checking cluster Elasticsearch. Requires endpoint URL and API key. Covers: search (using ES|QL), index management, mappings.

app-analytics-strategist

Expert digital data analytics consultant for designing and implementing data-driven growth strategies for mobile and digital applications. Use this skill when users need help with app analytics strategy, metrics selection, analytics framework implementation, cohort analysis, user segmentation, A/B testing, customer journey mapping, retention optimization, or choosing analytics tools. Applies to product managers, growth teams, and developers building data-driven applications across all platforms and industries seeking to optimize user engagement, retention, and revenue through analytics.

Mcp Mapmyindia

MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.

azure-adr

Creates Azure Architecture Decision Records with WAF mapping, alternatives, and consequences. USE FOR: ADR creation, architecture decisions, trade-off analysis, WAF pillar justification. DO NOT USE FOR: Bicep/Terraform code generation, diagram creation, cost estimates.

Io.Github.TheNextGenNexus/Google Maps Mcp Server

Search local businesses, generate leads, and validate emails via Google Maps data

attack-path-architect

Generates strategic attack trees and kill chains from reconnaissance data or domain input. Maps MITRE ATT&CK TTPs, identifies chaining opportunities, trust relationships, and prioritizes attack paths by feasibility and impact. Use when user asks for "attack path", "kill chain", "attack tree", "threat modeling from recon", "attack surface analysis", or "prioritize targets". Requires prior recon data or a domain to analyze. For authorized pentesting and red team engagements only.

grc-knowledge

Senior GRC analyst expertise across 15 compliance frameworks — NIST 800-53, FedRAMP, FISMA, CMMC, SOC 2, ISO 27001, PCI DSS, HIPAA, CIS Controls, COBIT, CSA CCM, GDPR, SLSA, OSCAL. Control lookups, cross-framework mapping, document review, audit prep, and operational compliance workflows.

Senzing

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting