One search for your own team's files and the public ecosystem. See how real projects write their agent instructions, and bring the good ideas home.
hay-kotSkillhay-kot/hive-desktop/.agents/skills/devserver/SKILL.md
Drive the local devserver at http://127.0.0.1:7777 to simulate GitHub lifecycle events and webhook deliveries against a running Hive Desktop instance. Use when asked to run a scenario, simulate a PR/issue event (review requested, approved, merged, CI, comment, mention), exercise the feed through the dev proxy, or reproduce a lifecycle bug end to end.
AWSSkillaws/agent-toolkit-for-aws/plugins/aws-agents/skills/agents-get-started/SKILL.md
Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an agent", "create an agent", "get started", "new project", "agentcore create", "which framework", "Strands vs LangGraph", "hello world agent", "first agent", "create MCP server", "host MCP server", "agentcore dev", "dev server", "what port", "local development". Not for adding capabilities to existing projects — use agents-build or agents-connect. Strands vs LangGraph in a migration context routes to agents-build, not here. Connecting to an existing MCP server routes to agents-connect, not here.
viam-devrelSkillviam-devrel/agent-skills/skills/local-viam-server/SKILL.md
Create a new Viam cloud machine (or reuse an existing one) and bring up a local viam-server connected to it. Use when the user wants to spin up a Viam machine and run a server against it locally — e.g. "make a new machine named X and run a viam-server for it", "stand up a local server for machine Y". Handles the machine part secret that the `viam` CLI does not expose, and picks a free port so the server can coexist with others on the same box. Pairs with viam-machine-config (push robot config to the machine). For `viam` CLI, module lifecycle, and fleet topics see viam-modules-fleet.
rockets-cnSkillrockets-cn/unihiker-k10-skills/k10-compile-server/SKILL.md
Use when compiling UNIHIKER K10 PlatformIO projects via the K10 Compile Server (HTTPS port 8900), opening the browser Web Serial flash page for a compiled build, downloading firmware, flashing a K10 connected to the compile server, or optionally uploading compiled firmware with local esptool. Prefer this skill over local `pio run` when the user wants LAN server compilation and client-side flashing without installing PlatformIO or esptool.
AbhiCollegeWorkSkillAbhiCollegeWork/old-phone-server/.claude/skills/phone-server-setup/SKILL.md
Set up a rooted Android phone as an always-on backup and mirroring server. Installs Termux tooling, ssh, self-healing services, a verified charge cap, and Syncthing. Use after the phone is already unlocked and rooted. Also use when asked to diagnose or repair an existing phone server.
DONGHO5270SkillDONGHO5270/mcp-management-system/.claude/skills/mcp-selector/skill.md
Helps select the most appropriate MCP service from the 15 available services in MCP Management System. Use when deciding which MCP service to use for a specific task or when comparing service capabilities.
hec-oviSkillhec-ovi/observer-skill/SKILL.md
Run a study session over a video or podcast the user wants to understand: transcribe it, prepare the concepts and the visuals before they press play, then answer whatever they ask at the exact moment they pause, with charts you build on the spot. Use this whenever the user shares a YouTube or podcast link and wants it explained, wants to watch it and ask questions as they go, or wants a diagram or interactive chart for something in a video, even if they never say "observer", "transcript", or "study session".
mark2685Skillmark2685/agent-tools/skills/flow-frontend/add-server-action/SKILL.md
Adds a flow-frontend server action wired to an RPC via @hadrian-mtv/connect-server-actions, placed in the _lib/actions folder with proto conversion at the edge and getErrorMessage surfacing. Use when the user says "add a server action", "call this RPC from the server", "wire up a mutation to the backend", or "/add-server-action".
weiweimhySkillweiweimhy/agent-skills/semi-mcp-setup/SKILL.md
Configure, update, verify, or troubleshoot the project-scoped Semi Design MCP for Codex. Use when the user explicitly asks to install or diagnose Semi MCP, not for ordinary Semi UI work.
yang-rz-602Skillyang-rz-602/remote-server-manager/SKILL.md
Remote server management via SSH — connect, execute commands, manage conda environments, transfer files, monitor logs, port forwarding, process management. Trigger when user mentions: 连接服务器, SSH, 远程执行, 服务器状态, conda环境, 上传文件, 下载文件, 端口转发, 进程管理, or server aliases like storage, a100.
jritsemaSkilljritsema/skills/mcp-config/SKILL.md
Configure MCP servers for an AI tool with the mcp-cli tool by asking the user which servers they want and applying the selection. Load this skill when the user says something like "update my MCP configuration", "set up my MCP servers", "enable/switch/clear my MCP servers", or otherwise wants to change which MCP servers are configured for a tool like Kiro, Cursor, or Claude Desktop.
Ben8tSkillBen8t/SpecObserver/SKILL.md
Visualize markdown spec documents as an interactive, human-readable React UI. Use this skill whenever a developer asks to "visualize a spec", "render my spec", "show my plan", "make this spec readable", "observe the spec", "spec observer", or any request to turn one or more markdown planning/specification documents into a browsable, structured interface. Also trigger when the user has a complex markdown plan or specification and expresses frustration reading it, asks for a better way to navigate it, or wants an overview of a multi-file spec. Do NOT use for simple markdown rendering, README previews, or non-spec documentation viewing.
tquangkhai98Skilltquangkhai98/browser-profiles-manager/.agents/skills/bpm-mcp-setup/SKILL.md
Setting up bpm MCP server in AI IDEs (Claude Code, Cursor, Antigravity). Configuration paths, installation commands, and troubleshooting.
a-pavithraaSkilla-pavithraa/aws-serverless-skill/skills/aws-serverless/SKILL.md
Patterns and best practices for AWS serverless workloads. Use when the user asks about Lambda (cold starts, memory, concurrency, timeouts), Lambda Powertools (Logger, Tracer, Metrics), observability, CloudWatch alarms, event-driven architecture (SQS, SNS, EventBridge, Step Functions), or API Gateway (HTTP vs REST API, rate limiting, WAF, X-Ray tracing, going-live checklist). Triggers on: Lambda, cold start, Powertools, SQS, SNS, EventBridge, Step Functions, ECS vs Lambda, DLQ, event-driven, serverless, concurrency, provisioned concurrency, API Gateway, HTTP API, REST API, WAF, rate limiting.
thejordanleopoldSkillthejordanleopold/claude-code-skills-distilled/mcp-development/SKILL.md
Use when building MCP (Model Context Protocol) servers to expose tools, resources, or prompts to LLMs. Use when designing tool schemas, implementing TypeScript or Python MCP servers, writing tool descriptions for discoverability, creating evaluations for MCP effectiveness, or debugging MCP integrations. Triggers: \"MCP server\", \"model context protocol\", \"build MCP\", \"MCP tool\", \"MCP development\", \"Claude tool\", \"tool server\", \"MCP SDK\", \"function calling server\", \"create MCP\", \"MCP integration\".
InsightStudio-2026SkillInsightStudio-2026/agent-assets/.github/skills/mcp-builder/SKILL.md
设计和实现 MCP server，包括工具边界、输入输出 schema、鉴权、错误处理、测试、注册与安全审计。Use when building MCP servers, integrating external APIs as tools, designing Model Context Protocol services, or says MCP server / MCP 工具 / 外部 API 工具化。
ai4brands-designSkillai4brands-design/claude-skills/mcp-slack/SKILL.md
Interact with Slack workspaces.
FutureAtomsSkillFutureAtoms/claude-skills-backup/livekit-server-sdk/SKILL.md
Use LiveKit Server SDKs for Python, Node.js, and Go to manage rooms, participants, tokens, and backend operations
JuankCadavidSkillJuankCadavid/akili-specs/.claude/skills/aws-serverless/SKILL.md
Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.
aws-samplesSkillaws-samples/sample-apex-skills/skills/graviton-migration/SKILL.md
Execute a workload migration from x86 (amd64) to AWS Graviton (arm64) — set up the Arm migration MCP server for code, dependency, and container arm64-readiness scanning, then run the migration — pre-migration scanning, Karpenter arm64 node cutover, and multi-arch CI pipelines. Use when someone says "migrate to Graviton", "move my workloads to arm64", "is my app arm64-ready", "graviton migration", "port this service to Graviton", "scan my code for arm64 blockers", "set up multi-arch container builds", or "cut my nodes over to arm64". This skill owns migration EXECUTION (readiness scanning, NodePool cutover, multi-arch builds). Do NOT use for scoring Graviton cost savings, quantifying Spot/Graviton adoption, or "how much would Graviton save me?" (use eks-cost-intelligence); for advisory "should I use Graviton?" architecture guidance (use eks-best-practices); or for general, non-Graviton MCP server setup like the EKS MCP server (use eks-mcp-server).
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
