mcpField

Skills

97,501 packaged capabilities and playbooks for agents. Install any of them with one command.

Development

U
user-story-writing
user-story-writing
aj-geddes / useful-ai-prompts

Write effective user stories that capture requirements from the user's perspective. Create clear stories with detailed acceptance criteria to guide development and define done.

Development789
D
dsql
dsql
cline / skills

Build with Aurora DSQL — manage schemas, execute queries, handle migrations, diagnose query plans, load data, and develop applications with a serverless, distributed SQL database. Covers IAM auth, multi-tenant patterns, MySQL-to-DSQL and PostgreSQL-to-DSQL schema conversion, FK replacement code generation, OCC retry patterns, ORM migration (Django/Hibernate/Rails), DDL operations, query plan explainability, SQL compatibility validation, and bulk data loading. Triggers on phrases like: DSQL, Aurora DSQL, distributed SQL database, serverless PostgreSQL-compatible database, migrate to DSQL, DSQL query plan, DSQL EXPLAIN ANALYZE, DSQL ENUM, DSQL foreign key, DSQL OCC retry, DSQL multi-region, DSQL JSONB, DSQL GIN index, load into DSQL, load CSV into DSQL, bulk load DSQL, aurora-dsql-loader.

Data & databases788
G
grill
grill
juliusbrussee / cavekit

Calibrated interrogation of a fuzzy idea before it becomes a spec. Asks one question at a time, recommends an answer, and lands each answer in §G (goal) or §C (constraints) — unknowns parked as `?` items, never guessed. The cheapest place to kill a bad idea is before §T exists. Triggers when the user has a vague idea, says "grill me", "stress-test this", "challenge my plan", "interview me before I spec", or invokes /ck:grill. Defers the actual write to the spec skill.

Agent workflows788
M
machine-learning-engineer
machine-learning-engineer
404kidwiz / claude-supercode-skills

Use when user needs ML model deployment, production serving infrastructure, optimization strategies, and real-time inference systems. Designs and implements scalable ML systems with focus on reliability and performance.

Cloud & DevOps788
D
data-manager
data-manager
phaserjs / phaser

Use this skill when using the Phaser 4 DataManager to store custom key-value data on game objects, listen for data change events, or manage game state. Triggers on: setData, getData, data events, custom data storage.

Development787
D
django-safe-migration
django-safe-migration
vintasoftware / django-ai-plugins

Write, review, and rewrite Django migrations for PostgreSQL with zero-downtime guarantees. Use this skill whenever the user mentions migrations, Django schema changes, or deployment safety — even if they don't say "zero downtime" explicitly. Trigger on: "review this migration", "is this migration safe?", "write a migration for...", "rewrite this migration", "how do I add a NOT NULL column / drop a column / add an index / rename a column / add an FK without downtime", "will this migration cause locks?", "this migration is blocking production". Covers: SeparateDatabaseAndState two-file splits, AddIndexConcurrently, FK NOT VALID + VALIDATE, db_default for NOT NULL columns, lock_timeout, and RunPython safety rules.

Data & databases787
C
curves-and-paths
curves-and-paths
phaserjs / phaser

Use this skill when working with curves and paths in Phaser 4. Covers splines, bezier curves, lines, ellipses, path followers, and mathematical curve types. Triggers on: curve, path, spline, bezier, path follower.

Development786
G
gradle-build-performance
gradle-build-performance
new-silvermoon / awesome-android-agent-skills

Debug and optimize Android/Gradle build performance. Use it when builds are slow, investigating CI/CD performance, analyzing build scans, or identifying compilation bottlenecks.

Development786
N
new
new
railwayapp / railway-skills

This skill should be used when the user says "setup", "deploy to railway", "initialize", "create project", "create service", or wants to deploy from GitHub. Handles initial setup AND adding services to existing projects. For databases, use the database skill instead.

Cloud & DevOps786
P
pr-review
pr-review
carsxe / skills

Performs a high-signal senior-engineer PR review of code changes, classifies how critical the changed surfaces are, and decides whether the PR can be self-merged or must go to a human reviewer. Use this skill for pull request reviews, branch diffs, pasted diffs, uncommitted changes, GitHub PR URLs, or requests like "review my changes", "check this PR", "is this ready", "can I merge this", "does this need a reviewer", "how risky is this change", "what could this break", "audit this diff", "sanity check before I push", or "does this look clean". Covers correctness, security, contracts, blast radius, prior failed fixes in the same code path, tests, maintainability, and regressions while aggressively avoiding noisy false positives. When the PR title contains `[CU-<ticket number>]`, reads the ClickUp ticket and verifies the diff builds the feature the ticket describes. Designed to work reliably even with smaller/cheaper models.

Testing & quality786
R
react-refactor
react-refactor
pproenca / dot-skills

Architectural refactoring guide for React applications covering component architecture, state architecture, hook patterns, component decomposition, coupling and cohesion, data flow, and refactoring safety. Use when refactoring React codebases, reviewing PRs for architectural issues, decomposing oversized components, or improving module boundaries. Does NOT cover React 19 API usage (see react skill) or performance optimization (see react-optimise skill).

Development786
G
gsap
gsap
mindrally / skills

Expert guidelines for building high-performance animations with GSAP (GreenSock Animation Platform)

Design & UI785
M
motion
motion
jezweb / claude-skills

Build React animations with Motion (Framer Motion) - gestures (drag, hover, tap), scroll effects, spring physics, layout animations, SVG. Bundle: 2.3 KB (mini) to 34 KB (full). Use when: drag-and-drop, scroll animations, modals, carousels, parallax. Troubleshoot: AnimatePresence exit, list performance, Tailwind conflicts, Next.js "use client".

Design & UI785
P
pwa-development
pwa-development
mindrally / skills

Progressive Web App development guidelines covering service workers, caching strategies, offline functionality, and installability

Development785
V
vtex-io-storefront-theme-versioning
vtex-io-storefront-theme-versioning
vtex / skills

Apply when installing, publishing, upgrading, or rolling back a VTEX IO storefront theme app (`vendor.store-theme` or any app that owns `store/blocks.json`, `store/routes.json`, and `store/contentSchemas.json`). Covers how Site Editor and theme content are scoped by the app's MAJOR version, why a major version bump leaves the new major with no merchant content and silently falls back to default theme content, the safe install-in-workspace, migrate- content with the `updateThemeIds` mutation, smoke-test, then promote workflow, the 3-way mine-wins merge that `vtex workspace promote` performs against `vtex.pages-graphql` VBase (with automatic per-minute `userData_backup` snapshots when conflicts are resolved), and the support-led recovery path. Use for any operation that changes which version of a content-holding app is installed in `master`.

Cloud & DevOps785
B
build-feature
build-feature
signerlabs / shipswift-skills

Build an iOS feature using ShipSwift component recipes. Use when the user says "build", "create", "add a feature", or describes an iOS feature they want to implement.

Development784
C
capacitor-app-upgrades
capacitor-app-upgrades
cap-go / capgo-skills

Routes and drives a Capacitor app upgrade across one or more major versions (4 to 9), including the required 8.4 to 8.5 iOS UIScene step before Capacitor 9 and Xcode 27. Detects the current version, plans the hop order (e.g. 6 to 7 to 8 to 8.5 to 9), runs `npx cap migrate` per hop, delegates each hop to its version skill, and verifies native builds between hops. Use for "upgrade Capacitor", "update to the latest Capacitor", "cap migrate", multi-version jumps, or when the target version is unclear. Do not use for plugin library upgrades (use capacitor-plugin-upgrades), Cordova apps (use cordova-to-capacitor), or non-Capacitor frameworks.

Development784
D
docyrus-cli-app
docyrus-cli-app
docyrus / agent-skills

Use the Docyrus CLI (`docyrus`) to interact with the Docyrus platform from the terminal. Use when the user asks to authenticate, list apps, query or manage data records (`ds`), manage dev app data source schema objects (`studio`) including data sources, fields, enums, data views, forms, webforms, HTML/PDF export templates, and email templates, manage automations and their triggers/action nodes (`automation`), build or edit custom AI agents and their sub-resources (`agent`), set an app's AI agent context or manage app-scoped AI tools (`apps`), list tenant email accounts and send emails (`messaging`), manage tenant account settings — brands, the current user's profile, and tenant regional/formatting preferences (`account`), discover and call connectors (`connect`), send API requests, switch tenants/accounts, discover tenant OpenAPI specs, drive browser automation (`browser`), chat with platform agents (`docy`), launch the pi cowork/coding agents (`worky`/`cody`/`coder`), run the agent bridge server (`server`), manage the repo knowledge graph (`knowledge`) and project plan (`project-plan`), cut releases (`release`), or use the terminal UI via `docyrus tui`. Triggers on `docyrus ds list`, `docyrus ds comments`, `docyrus ds files upload`, `docyrus studio`, `docyrus studio search-fields`, `docyrus automation`, `docyrus automation create-node`, `docyrus agent`, `docyrus apps create`, `docyrus apps set-agent-context`, `docyrus apps ai-tools`, `docyrus messaging email send`, `docyrus account brands`, `docyrus account user-profile`, `docyrus account tenant-preferences`, `docyrus connect`, `docyrus discover`, `docyrus auth`, `docyrus browser`, `docyrus knowledge`, `docyrus project-plan`, `docyrus release`, `docyrus server`, `docyrus tui`, or any terminal-based Docyrus workflow.

Data & databases784
V
vitest
vitest
hairyf / skills

Vitest fast unit testing framework powered by Vite with Jest-compatible API. Use when writing tests, mocking, configuring coverage, or working with test filtering and fixtures.

Testing & quality784
C
code-quality
code-quality
miles990 / claude-software-skills

Clean code principles, SOLID, and code review practices

Testing & quality783
E
encore-frontend
encore-frontend
encoredev / skills

Connect a frontend application (React, Next.js, Vue, Svelte, etc.) to an Encore.ts backend.

Development783
S
ss-build
ss-build
bitjaru / styleseed

Build a screen with StyleSeed's composed method, then run the code and pixel gates before presenting. Use when building or rebuilding a screen; sets up the project first if needed.

Design & UI783
S
syncfusion-react-gantt-chart
syncfusion-react-gantt-chart
syncfusion / react-ui-components-skills

Implement, configure, and customize the Syncfusion React Gantt Chart component. Use when building project scheduling applications with task timelines, dependencies, resource management, and calendar-driven scheduling. Covers GanttComponent setup, task constraints, taskbar customization, filtering, sorting, Excel/PDF export, critical path analysis, milestones, predecessors, resource view, baseline tracking, and task calendar configuration.

Development783
C
code-to-catalog
code-to-catalog
event-catalog / skills

Turns a codebase into EventCatalog documentation through an evidence-based interview. Scans the code first, proposes an architectural model (domains, systems, services, agents, messages, channels, data stores), grills the user on the structural decisions, produces a reviewable plan file, then hands off to catalog-documentation-creator. Use when user says “document my codebase in EventCatalog”, “turn this repo into a catalog”, “model my code as a catalog”, “document my agents”, “document my AI agents”, “grill me on my architecture”, “update my catalog from the code”, “reconcile my catalog with my code”, or “I don't know where to start documenting this codebase”. Works for brand-new catalogs AND for updating existing catalogs that have drifted from the code.

Development782
C
cordova-to-capacitor
cordova-to-capacitor
cap-go / capgo-skills

Migrates an Apache Cordova, PhoneGap, or Ionic-Cordova app to Capacitor. Use when the project has config.xml, a platforms/ or plugins/ folder, cordova-* or phonegap-* dependencies, @awesome-cordova-plugins or @ionic-native wrappers, deviceready listeners, or cordova.plugins.* calls, and the user wants Capacitor native projects, Capacitor/Capgo plugin replacements, config.xml preference migration, and preserved localStorage/IndexedDB data (iosScheme/androidScheme). Covers keeping Cordova plugins temporarily, Capacitor 9 making the Cordova runtime optional (CapacitorCordova only bundled when a Cordova plugin is installed), skipped incompatible plugins, and removing Cordova afterwards. Do not use for porting a single Cordova plugin's native source into a Capacitor plugin, Capacitor major upgrades (capacitor-app-upgrades), Appflow/cordova-plugin-ionic live updates (ionic-appflow-migration), or non-Cordova web apps (webapp-to-capacitor, framework-to-capacitor).

Development782
R
remotion-video-toolkit
remotion-video-toolkit
shreefentsar / remotion-video-toolkit

Complete toolkit for programmatic video creation with Remotion + React. Covers animations, timing, rendering (CLI/Node.js/Lambda/Cloud Run), captions, 3D, charts, text effects, transitions, and media handling. Use when writing Remotion code, building video generation pipelines, or creating data-driven video templates.

Creative & media782
T
twilio-send-message

Send messages via Twilio's Programmable Messaging API across all channels — SMS, MMS, RCS, and WhatsApp. Covers text messages, media, rich content (cards, carousels, buttons), template-based sends, Messaging Services, status callbacks, and WhatsApp's 24-hour service window. Use when the user wants to send a message — whether they say "send SMS", "text message", "branded message", "rich message", "WhatsApp message", "RCS message", "notification", or "alert". For picking the right channel for a use case, first consult twilio-messaging-channel-advisor.

Development782
V
valtio
valtio
hairyf / skills

Valtio proxy state management for React and vanilla JavaScript. Use when creating reactive state, managing application state, or working with proxy-based state management.

Development782
C
code-to-prd
code-to-prd
alirezarezvani / claude-skills

Reverse-engineer any codebase into a complete Product Requirements Document (PRD). Analyzes routes, components, state management, API integrations, and user interactions to produce business-readable documentation detailed enough for engineers or AI agents to fully reconstruct every page and endpoint. Works with frontend frameworks (React, Vue, Angular, Svelte, Next.js, Nuxt), backend frameworks (NestJS, Django, Express, FastAPI), and fullstack applications. Use when users mention: generate PRD, reverse-engineer requirements, code to documentation, extract product specs from code, document page logic, analyze page fields and interactions, create a functional inventory, write requirements from an existing codebase, document API endpoints, or analyze backend routes.

Development781
E
explore-recipes
explore-recipes
signerlabs / shipswift-skills

Explore and browse the available ShipSwift recipes. Use when the user says explore, browse, show recipes, list components, what is available, or wants to discover what ShipSwift offers

Development781
F
file-uploads
file-uploads
sickn33 / agentic-awesome-skills

Expert at handling file uploads and cloud storage. Covers S3,

Development781
L
linux-perf
linux-perf
mohitmishra786 / low-level-dev-skills

Linux perf profiler skill for CPU performance analysis. Use when collecting sampling profiles with perf record, generating perf report, measuring hardware counters (cache misses, branch mispredicts, IPC), identifying hot functions, or feeding perf data into flamegraph tools. Activates on queries about perf, Linux performance counters, PMU events, off-CPU profiling, perf stat, perf annotate, or sampling-based profiling on Linux

Development781
R
research
research
juliusbrussee / cavekit

Gather external knowledge the spec needs and distill it into §R — the durable research log — so build grounds in facts instead of hallucinating library behavior. Each finding cites a source; unsourced claims are flagged, never written as fact. Triggers when a spec decision hinges on a library/API/best practice the agent is unsure of, when the user says "research this", "what's the best lib for…", "check current best practice", or invokes /ck:research. Defers the §R write to the spec skill.

Development781
T
to-spec
to-spec
timschoch / mattpocock-skills

Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.

Development781
T
triage
triage
timschoch / mattpocock-skills

Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.

Development781
D
detour-onboarding
detour-onboarding
software-mansion-labs / skills

Complete onboarding guide for developers who are new to Detour, the open-source deferred deep linking SDK by Software Mansion. Use this skill whenever a user asks what Detour is, how to get started with Detour, how to set up deep linking with Detour, how to install the Detour SDK, how to configure the Detour dashboard, or how deferred deep linking works. Also use it when the user has no prior deep linking setup and wants to add deep links to their app. Covers everything from zero to production: account setup, dashboard configuration, Universal Links and App Links, platform SDK integration for React Native, iOS, Android, and Flutter, analytics, and architecture.

Development780
L
lingui-best-practices
lingui-best-practices
lingui / skills

Implement internationalization with Lingui in React and JavaScript applications. Use when adding i18n, translating UI, working with Trans/useLingui/Plural, extracting messages, compiling catalogs, or when the user mentions Lingui, internationalization, i18n, translations, locales, message extraction, ICU MessageFormat, or working with .po files.

Development780
N
neo4j-driver-dotnet-skill
neo4j-driver-dotnet-skill
neo4j-contrib / neo4j-skills

Neo4j .NET Driver v6 — IDriver lifecycle, DI registration (singleton), ExecutableQuery

Development780
P
playwright-bot-bypass
playwright-bot-bypass
greekr4 / playwright-bot-bypass

Use this skill when the user asks to bypass bot detection, avoid CAPTCHA, use stealth browser automation, run undetected Playwright, bypass a Google bot check, or use rebrowser-playwright, or needs to automate websites that detect and block bots.

Development780
S
seed-design
seed-design
daangn / seed-design

Use when you need official documentation and CLI guidance for projects using SEED Design, or installation and upgrade diagnostics.

Design & UI780
D
deepstream-generate-pipeline
deepstream-generate-pipeline
nvidia / skills

Build DeepStream GStreamer pipelines interactively. Use when the user asks about pipelines for video/image inference, detection, tracking, or streaming — including natural phrases like 'pipeline to infer on image', 'run inference on video', 'detect objects in stream', 'save inference output', 'deepstream pipeline', 'gst-launch pipeline', 'process video with detection', 'build a pipeline', or any request involving GStreamer/DeepStream elements (nvinfer, nvstreammux, nvtracker, etc.).

Development779
F
fishjam
fishjam
software-mansion-labs / skills

Software Mansion's Fishjam — hosted WebRTC platform for video, audio, one-to-many livestreaming, and compositions. MUST USE before writing, reviewing, or debugging ANY code that talks to a Fishjam instance from a backend (Node, Python) or a client (React web, React Native / Expo). Routes to platform fundamentals and the right SDK sub-skill. Trigger on: 'Fishjam', 'fishjam.io', 'fishjam.swmansion.com', 'fishjam dashboard', 'Fishjam ID', 'management token', 'peer token', 'sandbox API', 'livestream room', '@fishjam-cloud/js-server-sdk', 'fishjam-server-sdk', '@fishjam-cloud/react-client', '@fishjam-cloud/react-native-client', '@fishjam-cloud/ts-client', 'FishjamClient', 'FishjamProvider', 'FishjamNotifier', 'FishjamAgent', 'createPeer', 'createRoom', 'createAgent', 'createLivestreamStreamerToken', 'createMoqToken', 'refreshPeerToken', 'webhook', 'gemini fishjam', 'vapi fishjam', 'fishjam expo plugin', 'Fishjam composition', 'CompositionClient', 'forwardRoomTracks', '@fishjam-cloud/composition'.

Development779
F
flutter-environment-setup-linux
flutter-environment-setup-linux
flutter / agent-plugins

No description yet

Development779
I
iphone-duo-adaptive-layout
iphone-duo-adaptive-layout
mirzaaghazadeh / iphone-duo-skills

Build layouts that adapt to the iPhone Duo fold using reserved regions, division and occlusion regions, displacement patterns, and the split and overlay ArrangementView containers. Use when content or controls land in the fold, when building a split-like or overlay layout, or when custom manually-positioned UI must avoid the hinge or the under-display camera.

Design & UI779
V
vue-best-practices
vue-best-practices
uni-helper / skills

MUST be used for Vue.js tasks. Strongly recommends Composition API with `<script setup>` and TypeScript as the standard approach. Covers Vue 3, SSR, Volar, vue-tsc. Load for any Vue, .vue files, Vue Router, Pinia, or Vite with Vue work. ALWAYS use Composition API unless the project explicitly requires Options API.

Development778
C
c-sharp
c-sharp
mindrally / skills

Guidelines for C# development including Blazor, Unity game development, and .NET backend best practices

Development777
O
openapi-specification-v2
openapi-specification-v2
hairyf / skills

OpenAPI (Swagger) 2.0 specification for describing REST APIs. Use when writing, validating, or interpreting Swagger 2.0 specs, generating clients/docs, or working with path/operation/parameter/response/schema/security definitions.

Development777
T
to-tickets
to-tickets
timschoch / mattpocock-skills

Break a plan, spec, or the current conversation into a set of tracer-bullet tickets, each declaring its blocking edges, published to the configured tracker (edges as text in one file per ticket locally, or native blocking links on a real tracker).

Development777
A
api-design-reviewer
api-design-reviewer
alirezarezvani / claude-skills

Comprehensive REST API design review with automated linting, breaking-change detection, and design scorecards. Catches inconsistent conventions, missing versioning, and design smells before APIs ship. Use when reviewing a PR that adds or changes API endpoints, auditing an existing API for v2 migration, or establishing API standards for a team.

Testing & quality776
D
develop
develop
subframeapp / subframe

Implement or update Subframe designs using synced components or an app's own design system, set up Subframe components, or explain canvas and code sync

Design & UI776
G
grepai-trace-callees
grepai-trace-callees
yoanbernabeu / grepai-skills

Find function callees with GrepAI trace. Use this skill to discover what functions a specific function calls.

Development776
S
styled-components-best-practices
styled-components-best-practices
mindrally / skills

styled-components best practices for CSS-in-JS development in React applications

Design & UI776
V
varlock
varlock
dmno-dev / varlock

Secure environment variable management with Varlock. Use when handling secrets, API keys, credentials, or any sensitive configuration. Ensures secrets are never exposed in terminal, logs, or LLM context. Provides guidance around integrating varlock into a project, reading/editing .env.schema and other .env files, using the varlock CLI, adding plugins and framework integrations. Trigger phrases include "environment variable", "env var", "secrets", ".env", "API key", "credentials", "sensitive", "varlock"

Security776
A
alchemy-cli
alchemy-cli
alchemyplatform / skills

Use the Alchemy CLI (`@alchemy/cli`) for live blockchain data, transaction lookups, NFT/token/portfolio queries, simulation, tracing/debugging, contract reads/writes, wallet-signed sends, swaps and cross-chain bridges, Solana RPC/DAS plus wallet sends, webhook management, and Alchemy app administration. Preferred runtime path for live agent work (querying, admin, local automation) when the CLI is installed locally — or when both CLI and MCP are available. If neither is installed, install the CLI with `npm i -g @alchemy/cli`. Use for live agent work in this session, not for building application code that ships to production. For application code, use the `alchemy-api` skill (with API key) or `agentic-gateway` skill (without).

Data & databases774
S
shiny-bslib-theming
shiny-bslib-theming
posit-dev / skills

Advanced theming for Shiny apps using bslib and Bootstrap 5. Use when customizing app appearance with bs_theme(), Bootswatch themes, custom colors, typography, brand.yml integration, Bootstrap Sass variables, custom Sass/CSS rules, dark mode and color modes, dynamic theme switching, real-time theming, theme inspection, or making R plots match the app theme with thematic.

Design & UI774
T
tdd
tdd
michael-denyer / pstack-claude

Use only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip when the test path is unclear, expensive, integration-heavy, or not requested.

Testing & quality774
D
deno-typescript
deno-typescript
mindrally / skills

Guidelines for developing with Deno and TypeScript using modern runtime features, security model, and native tooling

Development773
B
bitbucket-workflow
bitbucket-workflow
mindrally / skills

Bitbucket best practices for pull requests, Pipelines CI/CD, Jira integration, and Atlassian ecosystem workflows

Development772
L
learn-reverse-engineering
learn-reverse-engineering
rohitg00 / ai-engineering-from-scratch

Focused interactive tutor for the Reverse Engineering path in AI Engineering from Scratch. Start or resume this route when a learner wants to read a compiled program: file formats, disassembly, control flow, lifting, evidence, proof, calling conventions, compiler idioms, linking, types, debugging, bytecode, diffing, symbolic execution, and AI-assisted analysis. Teaches one lesson per invocation and records evidence in REVERSE-ENGINEERING-LEARNING.md.

Development772
W
work-with-pr
work-with-pr
code-yeongyu / oh-my-openagent

Full PR lifecycle in a fresh task-owned git worktree: implement via the ulw-loop skill with mandatory evidence-bound manual QA → reviewer-readable English PR → verification loop (CI + Cubic, where Cubic is skipped only when its quota is exhausted) → merge by default → worktree cleanup. Decomposes one task into the smallest atomic, independently-mergeable PRs and builds the independent ones concurrently via one worktree per PR driven by parallel subagents or a team. Unbounded loop: any failing gate sends you back to fix-and-re-QA inside that PR's worktree. Use whenever implementation work needs to land as a PR. Triggers: 'create a PR', 'implement and PR', 'work on this and make a PR', 'implement issue', 'land this as a PR', 'split into atomic PRs', 'parallel PRs', 'work-with-pr', 'PR workflow', 'implement end to end', even when user just says 'implement X' if the context implies PR delivery.

Development772
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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.