mcpField

Skills

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

Agent workflows

S
session-search
session-search
glebis / claude-skills

This skill should be used when searching Claude Code session transcripts with semantic understanding. Triggers on queries like "find sessions about X", "when did I work on Y", "search previous conversations". Supports natural language queries with synonym matching.

Agent workflows189
S
supanova-full-output
supanova-full-output
uxjoseph / supanova-design-skill

Overrides default LLM truncation behavior. Enforces complete HTML generation with zero placeholder patterns. Every landing page must be delivered as a complete, production-ready file. No shortcuts, no skeletons, no “add more as needed” patterns

Design & UI189
A
accelint-onboard-openspec
accelint-onboard-openspec
gohypergiant / agent-skills

Interactively onboard a project to OpenSpec by running a structured interview and generating a complete QRSPI-configured openspec/config.yaml. Use this skill whenever a user mentions "openspec config", "config.yaml for openspec", "set up openspec", "onboard to openspec", "generate openspec config", "QRSPI config", or asks how to configure OpenSpec for their project — even if they just say "help me set up openspec" or "I want to use openspec". Always prefer this skill over ad-hoc config generation.

Agent workflows188
A
axiom-foundation-models
axiom-foundation-models
charleswiltgen / axiom

Use when implementing on-device AI with Apple's Foundation Models framework — prevents context overflow, blocking UI, wrong model use cases, and manual JSON parsing when @Generable should be used. iOS 26+, macOS 26+, iPadOS 26+, axiom-visionOS 26+

Development188
B
brainstorming
brainstorming
bobmatnyc / claude-mpm-skills

Interactive idea refinement using the Socratic method to develop fully formed designs

Development188
C
caveman
caveman
thedesignproject / agent-skills

Ultra-compressed communication mode. Cuts token usage by about 75% by speaking like a caveman while preserving full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when the user says “caveman mode,” “talk like caveman,” “use caveman,” “less tokens,” “be brief,” or invokes /caveman. Also auto-triggers when token efficiency is requested.

Agent workflows188
G
gsd-orchestrator
gsd-orchestrator
gsd-build / gsd-2

Build software products autonomously via GSD headless mode. Handles the full lifecycle: write a spec, launch a build, poll for completion, handle blockers, track costs, and verify the result. Use when asked to "build something", "create a project", "run gsd", "check build status", or any task that requires autonomous software development via subprocess

Agent workflows188
H
handoff
handoff
windyd / skills

Compact the current conversation into a handoff document for another agent to pick up

Agent workflows188
H
harbor
harbor
yeachan-heo / oh-my-claudecode

Harbor intake for external work — the captain only handles unresolved decisions. Sweeps incoming issues and PRs, verifies every claim before disposition, reuses every decision already made, and hands the maintainer a docket whose pending items each carry one question with options, recommendation, impact and evidence. Agent-autonomous for facts and for actions covered by standing authorization; signed for every new judgment. Never merges.

Development188
H
harness-engineering
harness-engineering
guanyang / open-agent-hub

Use this skill when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, novelty gates, pruning, rollback, PR preparation, and human approval boundaries

Agent workflows188
H
harness-update
harness-update
rheinmir / setup

TỰ BẢO TRÌ framework overstack trên máy user (self-maintain) — migrate llmwiki cũ lên harness (case B) hoặc update bản mới (case C). MỘT lệnh `install-harness.sh --self-heal` tự cài + tự backfill nợ wiki (Origin/index/OKF) + refresh bản đồ năng lực + health-check trong 1 process, không vòng lặp re-run. Trigger: "tự bảo trì framework", "self-maintain", "migrate harness", "update harness", "update overstack", "nâng cấp harness", "cài harness vào dự án cũ", "/harness-update".

Agent workflows188
H
honest-agent
honest-agent
hoodini / ai-agents-skills

Detect installed AI coding agents and append honest-feedback rules to their instruction files. Scans for config files (CLAUDE.md, copilot-instructions.md, .cursorrules, etc.), adapts output format per agent, and appends directives that disable sycophancy and enable constructive pushback. Use when setting up honest feedback, disabling people-pleasing, or enabling objective criticism. Triggers on honest agent, objective feedback, no sycophancy, honest criticism, contradict me, challenge assumptions, honest mode, brutal honesty

Agent workflows188
H
hook-development
hook-development
aiskillstore / marketplace

Use when the user asks to “create a hook,” “add a PreToolUse/PostToolUse/Stop hook,” “validate tool use,” “implement prompt-based hooks,” “use ${CLAUDE_PLUGIN_ROOT},” “set up event-driven automation,” “block dangerous commands,” or mentions hook events (PreToolUse, PostToolUse, Stop, SubagentStop, SessionStart, SessionEnd, UserPromptSubmit, PreCompact, Notification). Provides comprehensive guidance for creating and implementing Claude Code plugin hooks, focusing on the advanced prompt-based hooks API

Agent workflows188
J
jeo
jeo
akillness / jeo-skills

skills.md for codex, code, antigravity (model by gemini)

Agent workflows188
M
mcp-builder
mcp-builder
bobmatnyc / claude-mpm-skills

MCP (Model Context Protocol) server build and evaluation guide, including local conventions for tool surfaces, config, and testing

Testing & quality188
P
parallel-agents
parallel-agents
vudovn / ag-kit

Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise, or when comprehensive analysis requires multiple perspectives.

Agent workflows188
P
planning
planning
iliaal / ai-skills

Software implementation planning with optional file-based persistence. Use when asked to plan, when unresolved architecture or scope decisions need a durable record, or when multi-phase implementation needs recovery state. For the full research-and-issue workflow, use the ia-plan command (/ia-plan in Claude Code).

Development188
R
refine-prompt
refine-prompt
iliaal / ai-skills

Transforms vague prompts into precise, structured AI instructions. Use when asked to refine, improve, or sharpen a prompt, do prompt engineering, write a system prompt, or make AI instructions more effective.

Agent workflows188
R
rules-capture
rules-capture
shipshitdev / skills

Detects user preferences and workflow rules in conversation and records them in .agents/memory/captured-rules.md for promotion. Use on always/never or corrections to the AI.

Agent workflows188
S
setup-matt-pocock-skills
setup-matt-pocock-skills
windyd / skills

Configure this repo for the engineering skills: set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.

Agent workflows188
S
skill-logger
skill-logger
curiositech / some_claude_skills

Logs and scores skill usage quality, tracking output effectiveness, user satisfaction signals, and improvement opportunities. Expert in skill analytics, quality metrics, feedback loops, and

Agent workflows188
T
team-mode
team-mode
oil-oil / codex-team-mode

Use when a task may benefit from a bounded subagent for implementation, large-codebase discovery at task start, independent review, requested or pre-commit code simplification, or expert work on complex decisions, modeling, automation, or repeated failures. The main agent decides whether to delegate and accepts the result. Do not use for simple questions or short tasks that do not need meaningful review or delegation.

Agent workflows188
T
to-tickets
to-tickets
windyd / 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).

Development188
T
triage
triage
windyd / skills

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

Development188
V
voice-agents
voice-agents
sarvamai / skills

Build real-time Indic voice agents with Sarvam STT/TTS/LLM on LiveKit or Pipecat (Python), plus JS/TS custom-pipeline notes. Use this skill when creating phone bots, IVR, or always-on conversational voice apps. For one-shot in-chat voice reply or dubbing via MCP, use sarvam-mcp instead.

Development188
W
wayfinder
wayfinder
windyd / skills

Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear

Agent workflows188
A
absolute-brainstorm
absolute-brainstorm
maddhruv / absolute

Absolute skills to 10x your development lifecycle

Agent workflows187
A
absolute-brainstorm
absolute-brainstorm
dhruvjainin / absolute

Absolute skills to 10x your development lifecycle

Agent workflows187
A
agent-desktop
agent-desktop
lahfir / agent-desktop

Operate desktop applications on macOS, Windows, and Linux through native accessibility trees, using the agent-desktop CLI. Use when an AI agent must see or act on a desktop GUI: click buttons, fill forms, read UI state, navigate menus, toggle checkboxes, scroll, drag, type text, press shortcuts, take screenshots, manage windows, use the clipboard, launch or close apps, and read notifications. Triggers on: "click button", "fill form", "open app", "read UI", "computer use", "operate desktop", "accessibility tree", "snapshot app", "type into field", "navigate menu", "toggle checkbox", "take screenshot", "desktop automation", "agent-desktop", or any desktop GUI task on macOS, Windows, or Linux.

Agent workflows187
A
antigravity-lazy-packs
antigravity-lazy-packs
mathruffian-dot / antigravity-lazy-pack

AntiGravity 懶人包 — service connections and workflow setup. Load when the user says “AntiGravity 懶人包” or “安裝 Antigravity 設定”.

Agent workflows187
F
functional-area-resolver
functional-area-resolver
garrytan / gbrain

Compress an agent's routing file (RESOLVER.md or AGENTS.md) by converting granular skill-per-row tables into functional-area dispatchers. Each area lists sub-skills in a "(dispatcher for: ...)" clause. The LLM reads one area entry and routes to the correct sub-skill. Proven via held-out A/B eval: dispatcher pattern outperforms naive pipe-table compression.

Agent workflows187
H
handoff
handoff
ykdojo / claude-code-tips

Write or update a handoff document so the next agent with fresh context can continue this work.

Agent workflows187
L
ln-160-docs-skill-extractor
ln-160-docs-skill-extractor
levnikolaevich / claude-code-skills

Extracts procedural content from project docs into slash commands. Use when docs contain deploy, test, or troubleshoot procedures.

Agent workflows187
M
mega-goal-prompt
mega-goal-prompt
agentara / skills

Generate a /goal mega prompt for Claude Code or Codex CLI by interviewing the user about their task. Use when the user wants to define a long-horizon autonomous goal—migration, refactor, feature build, optimization loop, test fixing, research project, learning system, or any task where the agent should run end-to-end without hand-holding. Trigger on: “help me write a goal”, “I want Claude to keep working until...”, “run this autonomously”, “set a /goal”, or any request that implies sustained agentic execution toward a non-trivial outcome. The skill conducts a structured interview (one question at a time) to extract outcome, context, success criteria, constraints, and quality bar—then outputs a filled-in mega prompt ready to paste into Claude Code or Codex.

Agent workflows187
M
mem-recall
mem-recall
mindfold-ai / marketplace

Search and recall past AI conversations across Claude Code, Codex, Devin CLI, Grok, OpenCode, Pi, and ZCode via the `trellis mem` CLI. Use whenever the user asks to remember, find, or look up anything discussed in previous AI sessions across platforms, projects, or time. Triggers on phrases like "我之前跟 Claude/Codex 讨论过 X", "上次怎么处理 Y", "翻一下历史对话", "我们当时怎么决定 X 的", "为什么我们选了 X 而不是 Y", "find what I said about Z", "what did I discuss last week", "the rationale for choosing X", or "find the brainstorm where we picked Z over alternatives". Use even when the user doesn't say "history" or "recall"—any reference to past AI-conversation content should trigger this skill. The tool reads sessions directly from each platform's local storage; nothing is uploaded.

Agent workflows187
R
run-deep-swe
run-deep-swe
davidondrej / skills

Score any AI model on the DeepSWE coding-agent benchmark via the OpenRouter API. Use when the user wants an independent, reproducible coding-agent eval — "run DeepSWE", "benchmark this model on DeepSWE", "score model X on the coding benchmark", "test a model via OpenRouter on DeepSWE", or to verify vendor-reported coding scores. Covers setup, the OpenRouter wiring for mini-swe-agent, single-task / subset / full 113-task runs, and leaderboard submission.

Testing & quality187
S
skill-documentarian
skill-documentarian
curiositech / some_claude_skills

Documentation expert for Claude Skills showcase website. Maintains skill-to-website sync, manages tag taxonomy and badges, creates blog-style artifacts, and preserves multi-skill collaborations

Agent workflows187
T
telnyx-ai-assistants-javascript

AI voice assistants with custom instructions, knowledge bases, and tool integrations

Agent workflows187
T
terminaluse
terminaluse
terminaluse / agent-skills

Create, edit, deploy, and interact with agents on TerminalUse. Use when user mentions "tu", "terminaluse", "deploy agent", "create agent", "edit agent", "update agent", "add skills", "agent task", "filesystem", or wants to build/modify/test/run an agent.

Agent workflows187
Y
you-discover
you-discover
youdotcom-oss / agent-skills

Plan how to build with You.com. Use when adding web search, content extraction, or research to an app or agent: finds the right You.com API, MCP server, SDK, or docs path (for example Vercel AI SDK, LangChain, Python SDK, or REST) through the `you-discover` tool and Docs MCP.

Development187
A
agent-browser
agent-browser
jihe520 / social-push

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to “open a website”, “fill out a form”, “click a button”, “take a screenshot”, “scrape data from a page”, “test this web app”, “login to a site”, “automate browser actions”, or any task requiring programmatic web interaction.

Agent workflows186
B
browser-harness
browser-harness
akillness / jeo-skills

Automates and verifies multi-step browser tasks through a clean Chrome CDP session; use when repeatable autonomous browser control is needed, not an already-open authenticated profile.

Agent workflows186
C
change-publish
change-publish
tikalk / adlc-team-skills

Use when accepted ChDRs are ready for promotion from drafts to project memory at docs/adlc/memory/chdr/ and the boot-facing chdr/chdr.md index needs regenerating

Development186
C
clay-ralph
clay-ralph
chadbyte / clay-ralph

Design autonomous coding loop prompts for Clay's Ralph Loop. Use this skill when the user says /clay-ralph, mentions "ralph loop", wants to set up an autonomous coding loop, or wants Clay to run tasks while they're AFK. Guides the user through creating .claude/PROMPT.md and .claude/JUDGE.md for hands-off iterative development. Even if the user just says "I want to automate this task" or "run this overnight", this skill applies.

Agent workflows186
C
command-development
command-development
aiskillstore / marketplace

This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.

Agent workflows186
C
coordination
coordination
transilienceai / communitytools

Pentest coordination — orchestrates executor and validator agents with context-controlled spawning. Entry point for all engagements.

Security186
D
dspy
dspy
bobmatnyc / claude-mpm-skills

DSPy declarative framework for automatic prompt optimization treating prompts as code with systematic evaluation and compilers

Agent workflows186
G
gingiris-seo-geo-agent
gingiris-seo-geo-agent
gingiris-1031 / gingiris-skills

SEO/GEO Agent Operations SOP v2 — Rebuilt from real-world operations (analook.com 0→launch, GSC incident, DataForSEO monitoring, gingiris.tools post-migration recovery). What's new in v2: • Step-by-step onboarding (Q1→Q6), multiple choice wherever possible — no big forms • Mandatory daily SEO log — first item is always GSC token status check • Data cross-validation rule: any external metric must come from ≥2 sources before use • Backlink progress tracking (6-week wait → check → alert if not indexed) • New vs. established site strategy matrix (new site <6mo: KD≤20; mature: KD up to 35+) Real incidents baked in: GSC token expired silently for 2 weeks (analook.com), P0 keywords dropped out of Top 100 after domain migration (gingiris.tools), traffic data off by 17× from single-source DataForSEO. Triggers: "SEO agent" | "SEO daily report" | "GSC monitoring" | "DataForSEO" | "GEO agent" | "backlink tracking" | "IndexNow" | "competitor comparison page" | "SEO SOP" | "autonomous SEO" | "GEO triple combo" SEO/GEO Agent 运营 SOP v2 — 基于真实运营经验重写(analook.com 从零建站 + GSC 断档 2 周 + DataForSEO 监控 + gingiris.tools 迁移权重恢复)。 对话式开局、强制日报(GSC token 是第一项)、数据交叉验证铁律、外链进度追踪、新老站区分策略。

Marketing & growth186
K
kimi-use
kimi-use
daymade / claude-code-skills

Two scopes: (1) Drives Kimi.app via computer-use for Work/Agent data-plugin queries (天眼查、同花顺 iFinD、SEC、IMF etc.) and Chat's built-in 深度研究 report; (2) kimi-cu macOS desktop-automation playbook — AX set_value / keyboard / click channel selection, foregrounding, AX-tree recovery, form & dialog recipes. Use for "用 Kimi 查" / "操作 Kimi 客户端" / "Kimi 插件" / "Kimi 深度研究" / driving any macOS desktop app (Electron/webview/native) via kimi-cu. Not for kimi.com browser automation (use kimi-webbridge) or direct iFinD API access.

Productivity186
L
ln-162-skill-reviewer
ln-162-skill-reviewer
levnikolaevich / claude-code-skills

Reviews skills (D1-D11 + M1-M6 criteria) or .claude/commands for quality. Use when validating skill correctness before release

Agent workflows186
L
long-term-campaigns
long-term-campaigns
ikatkov / agent-skills

Persist, schedule, resume, and hand off monitoring or ownership campaigns that outlive one agent session or disposable workspace. Use when work must be checked repeatedly over days, when creating a new long-term campaign, when transferring ongoing work to a future agent, or when producing a delayed evidence-based report

Agent workflows186
M
mcp-builder
mcp-builder
warpdotdev / oz-skills

Build high-quality MCP (Model Context Protocol) servers that let LLMs interact with external services through well-designed tools. Use when creating MCP servers to integrate APIs or services in Python (FastMCP) or Node/TypeScript (MCP SDK).

Development186
N
ns-spec-driven
ns-spec-driven
nextstage-brasil / skills

(NS) Spec-driven delivery — clarify requirements, define tasks (including unit/e2e), implement, and resume/continue a version from disk. Entry priority 2: feature specs, version work, multi-day scope, or “continue” / “resume version” when docs/versions/ has partial artifacts. Bare quick fixes: ns-coder. Do NOT use for brownfield onboarding, architecture rules, or /ns-harness prepare (never auto-run Prepare).

Development186
U
using-superpowers

Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions

Agent workflows186
A
agent-harness
agent-harness
ssheleg / agent-stack

Use when the question is what the agent is told, not how its loop is wired: system prompt, tool choice, workflow or agent, harness audits. Triggers: “system prompt” / “системный промпт,” “аудит агента.” Not for the loop (agent-orchestrator), evals (agent-evals), or protocols (agent-interop)

Agent workflows185
A
axiom-foundation-models-ref
axiom-foundation-models-ref
charleswiltgen / axiom

Reference — Complete Foundation Models framework guide covering LanguageModelSession, @Generable, @Guide, Tool protocol, streaming, dynamic schemas, built-in use cases, and all WWDC 2025 code examples

Development185
B
browser-tools
browser-tools
yonatangross / orchestkit

Safety rules for the upstream agent-browser skill (scraping ethics, authentication, request pacing, local URLs). URL policy is the Claude Code sandbox's responsibility when the operator enables it. Use for browser automation.

Security185
B
building-ai-agent-on-cloudflare

Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. Use when: user wants to "build an agent", "AI agent", "chat agent", "stateful agent", mentions "Agents SDK", needs "real-time AI", "WebSocket AI", or asks about agent "state management", "scheduled tasks", or "tool calling". Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

Development185
C
Council
Council
danielmiessler / lifeos

Multi-agent collaborative debate producing visible round-by-round transcripts with real intellectual friction — members are topic-briefed custom agents, run as a 3-round DEBATE or a 1-round QUICK check, to find the best path. USE WHEN council, debate, multiple perspectives, weigh options, deliberate, get different views, what would experts say, pros and cons. NOT FOR pure adversarial attack (use RedTeam).

Agent workflows185
G
gitnexus-plan
gitnexus-plan
abhigyanpatwari / gitnexus

Use when you need a deep, implementation-ready engineering plan for a code change — built from GitNexus graph intelligence, statement-level PDG analysis, and targeted source verification, compact enough for an implementation agent to start without re-investigating. Also strengthens existing plans via Deepen mode. Examples: "/gitnexus-plan Add retry support to the ingestion pipeline", "/gitnexus-plan deepen docs/plans/<plan>.md", "plan this change using the knowledge graph".

Development185
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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.