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react-best-practices

React performance optimization guidelines from Mastra Engineering. This skill should be used when writing, reviewing, or refactoring React code to ensure optimal performance patterns. Triggers on tasks involving React components, data fetching, bundle optimization, or performance improvements.

mastra-ai
mastra-ai
28,0032,782

label-core-bugs

Review open mastra-ai/mastra GitHub issues, identify direct @mastra/core bugs, and apply the @mastra/core label. Use when auditing issues for core ownership, labeling direct core bugs, or periodically reconciling the @mastra/core issue label.

mastra-ai
mastra-ai
28,0032,782

testing-core-processors

Use when writing or debugging integration tests for error processors in packages/core/src/processors/. Covers the MockLanguageModelV2 pattern for simulating API errors and verifying retry behavior, plus the build prerequisites for focused vitest runs.

mastra-ai
mastra-ai
28,0032,782

builder-smoke-test

Smoke test the Agent Builder feature branch end-to-end against a hermetic project scaffolded by the skill (linked to the current worktree). Covers workspace reconciliation, stored agents/skills CRUD, ownership, visibility, stars, registry/library Copy flow, picker allowlists, model policy, RBAC role gating, role impersonation UI, builder defaults, infrastructure diagnostics, channels, and Studio + Agent Builder UI. Trigger when validating the agent-builder feature branch, PRs that touch packages/server, packages/playground, packages/playground-ui agent-builder routes, or builder EE code paths.

mastra-ai
mastra-ai
28,0032,782

debugging-difficult-bugs

Use early when debugging a medium or hard bug, especially when tests alone may not reveal the real runtime failure. Trigger this before extended TDD iteration when a bug involves runtime state, ordering, persistence, streaming, concurrency, UI/manual reproduction, external services, or when a red or newly passing test may not model the real issue. Skip only when the root cause is already directly proven by a stack trace or deterministic test that exercises the real runtime path.

mastra-ai
mastra-ai
28,0032,782

mastra-frontend

How to build Mastra frontend interfaces with the @mastra/playground-ui design system. This skill should be used when creating or modifying any application UI — pages, components, styling, or tokens — in this repo or in an external consumer of the design system. The docs site has its own styling and is out of scope.

mastra-ai
mastra-ai
28,0032,782

pr-explainer

Use when creating an approachable, self-contained HTML review aid for a pull request; explaining what changed, why it matters, how it works, and how it fits into the broader system; turning PR diffs, commits, tests, and architecture context into a local `.pr-review/` HTML page for reviewers; or helping reviewers understand complex code changes without dumping the full diff.

mastra-ai
mastra-ai
28,0032,782

docs-audit

Autonomous, report-only documentation review for Mastra docs. Use when auditing changed docs against source, validating contextual code examples or API coverage, checking canonical mastra-docs guidance, or running narrow deterministic checks.

mastra-ai
mastra-ai
28,0032,782

mastra-docs

Documentation guidelines for Mastra. Use this skill when creating, editing, moving, deleting, or reviewing Mastra documentation, sidebars, redirects, or docs components.

mastra-ai
mastra-ai
28,0032,782

docs-diagrams

>-

mastra-ai
mastra-ai
28,0032,782

e2e-tests-studio

>

mastra-ai
mastra-ai
28,0032,782

smoke-test

Create a Mastra project using create-mastra and smoke test the studio in Chrome using Chrome MCP server

mastra-ai
mastra-ai
28,0032,782

review-issue

Review an incoming external issue (and any gated-closed PR behind it) and decide whether to assign the contributor or decline. Use when the maintainer says "look at this issue", "review issue #N", "should we take this", or asks whether to assign someone. Assigning the author auto-reopens their PR for normal review. This is the entry point for incoming-issue triage — distinct from review-pr, which responds to bot reviews on your own open PR.

jlowin
jlowin
27,7932,371

fix-issue

Carry a selected FastMCP bug from reproduction through a scoped fix, compatibility review, validation, and a monitored pull request.

jlowin
jlowin
27,7932,371

release

Cut a FastMCP release end to end. Use when the maintainer says "cut a release", "prep a patch", "ship 4.x.y", or asks what a release would contain. Covers the notes preview, the title pun, the docs changelog PR that must land before the tag, the tag itself, the publish fan-out, and verifying gofastmcp.com actually deployed.

jlowin
jlowin
27,7932,371

review-security-report

Review FastMCP vulnerability reports before accepting, rejecting, patching, scoring, or publishing them. Use for security advisories, bug-bounty submissions, OAuth or MCP vulnerability claims, and proposed security fixes.

jlowin
jlowin
27,7932,371

docs

Write or revise a page under docs/ for gofastmcp.com. Use when adding a feature's documentation, fixing a docs issue, reworking a page, or auditing pages for accessibility and consistency. Covers the page shape, the voice, the checks that run in CI, and how a merged page reaches the live site.

jlowin
jlowin
27,7932,371

python-tests

Write regression tests for FastMCP changes using its pytest fixtures, in-memory clients, and protocol boundaries.

jlowin
jlowin
27,7932,371

triage

Find worthwhile FastMCP issues to work on in a backlog or release window, verify promising candidates, and present concrete picks with existing PR links.

jlowin
jlowin
27,7932,371

code-review

Review a complete FastMCP change for correctness, supported behavior, compatibility, and maintainability. Use for self-review or reviewing a pull request.

jlowin
jlowin
27,7932,371

review-pr

Follow an existing FastMCP PR through CI and automated review, evaluate feedback, and verify the current head before reporting readiness.

jlowin
jlowin
27,7932,371

fastmcp-client-cli

Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.

jlowin
jlowin
27,7932,371

wox-memory-debug

Diagnose memory leaks in the current single-process Wox Go UI by launching the real debug build with its automation endpoint enabled, replaying representative launcher searches and settings-window open/close cycles, sampling the same process across repeated workload blocks, and comparing Go heap profiles when retained memory keeps growing. Use for Wox memory-leak checks, search-result retention, settings cleanup, Go UI memory growth, or repeated UI lifecycle regressions on Windows or macOS.

wox-launcher
wox-launcher
27,5172,437

wox-i18n

Add a new Wox language or complete and improve an existing Wox translation. Use for Wox-owned locale registration, translation parity, wording quality, and placeholder-safe updates based on wox.core/resource/lang/en_US.json.

wox-launcher
wox-launcher
27,5172,437

wox-commit

Generate a repository-style commit message from the current Wox working tree without modifying the repository. Use when the user asks for a commit message or explicitly invokes `$wox-commit`.

wox-launcher
wox-launcher
27,5172,437

wox-plugin-submit2store

Submit a Wox plugin to the official store by ensuring the user has a reusable fork of Wox-launcher/Wox, checking whether the plugin ID already exists in store-plugin.json, adding a new store entry when missing, and preparing a pull request to Wox-launcher/Wox. Single-file SDK plugins should be hosted on a public GitHub gist. Use when the user wants to publish a Wox plugin to the store, verify whether it has already been listed, or have Codex run the store submission PR workflow.

wox-launcher
wox-launcher
27,5172,437

wox-cpu-debug

Measure CPU usage, attribute CPU hotspots, and optimize them without materially increasing Go or native memory in the real single-process Wox Go UI. Use for continuous-query CPU regressions, high idle or hidden CPU, plugin/query hot paths, renderer or native platform activity, background work that continues after hide, and comparisons of Go pprof data with macOS or Windows process samples.

wox-launcher
wox-launcher
27,5172,437

wox-generate-smoke-test-case

Analyze Wox feature code and plugin-exposed settings, recommend high-value native UI smoke scenarios and user flows, then generate focused Go UI smoke test cases using the automation driver and shared-process harness. Use when the user asks to identify smoke coverage for a Wox feature or plugin, or to design, add, write, or generate a smoke case under wox.core/test/smoke.

wox-launcher
wox-launcher
27,5172,437

wox-visual-style

Design, implement, refactor, or review the visual style of Wox's portable Go UI under wox.core/ui. Use for Settings, dialogs, forms, tables, catalogs, management pages, shared Wox controls, typography, semantic colors, spacing, alignment, icons, control sizing, and default, hover, pressed, selected, focused, disabled, loading, empty, and error states. Also use to audit visual consistency or decide whether appearance belongs in launcher/component or launcher/view. Treat the Launcher query surface and Action Panel as explicit special contracts instead of forcing the ordinary Settings control-size system onto them.

wox-launcher
wox-launcher
27,5172,437

wox-changelog-update

Update Wox CHANGELOG.md and CHANGELOG.zh_CN.md based on commits since the last release. Use when the user asks to "update changelog", "write release notes", or "summarize changes since last release" and the output must follow the repository's existing changelog format.

wox-launcher
wox-launcher
27,5172,437

wox-plugin-creator

Create, scaffold, implement, and package Wox plugins (nodejs, python, singlefile-python, singlefile-nodejs). Use when cloning official SDK templates, generating single-file SDK plugin templates, editing plugin.json metadata, defining SettingDefinitions and validators, wiring i18n, implementing plugin APIs, QueryResponse refinements, refinement and action hotkeys, structured query slots, Plugin Tools (RegisterPluginTool / InvokePluginTool), or preparing plugin repositories for local packaging. If the user wants to publish a plugin to the official Wox store or check whether it is already listed, prefer wox-plugin-submit2store.

wox-launcher
wox-launcher
27,5172,437

wox-test-ensurance

Use when the user invokes Wox test assurance or asks to run Wox tests; direct invocation is explicit permission to execute the current core, Go UI unit, and native smoke suites and fix failures until they pass.

wox-launcher
wox-launcher
27,5172,437

wox-theme-creator

Design, create, and refine Wox theme JSON files, including schema v2 base colors, optional styles, transparency, platform overrides, and local debugging. Use for authoring themes or converting an existing theme while preserving its appearance.

wox-launcher
wox-launcher
27,5172,437

beads-docs

>-

steveyegge
steveyegge
27,4731,858

beads

Use when working in a repository that uses bd or Beads for durable project task tracking, issue dependencies, blocker management, multi-session handoff, or shared work memory. Trigger when the user asks to find ready work, claim or close tasks, create follow-up work, inspect blockers, recover project context, or choose between local planning and persistent project tracking.

steveyegge
steveyegge
27,4731,858

x-research

>

virattt
virattt
27,2833,386

dcf-valuation

Performs discounted cash flow (DCF) valuation analysis to estimate intrinsic value per share. Triggers when user asks for fair value, intrinsic value, DCF, valuation, "what is X worth", price target, undervalued/overvalued analysis, or wants to compare current price to fundamental value.

virattt
virattt
27,2833,386

write-memo

Drafts a professional investment memo (HTML output) for a long or short equity idea, structured the way a hedge fund analyst would present a thesis to a PM. Triggers when the user asks to "write a memo", "draft an investment memo", "write up a thesis", "pitch this stock", "memo on [ticker]", "long writeup", "short writeup", or similar. Produces a 1-page HTML file at .dexter/memos/.

virattt
virattt
27,2833,386

figma

Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.

openai
openai
27,1441,811

figma-generate-library

Build or update a professional-grade design system in Figma from a codebase. Use when the user wants to create variables/tokens, build component libraries, set up theming (light/dark modes), document foundations, or reconcile gaps between code and Figma. This skill teaches WHAT to build and in WHAT ORDER — it complements the `figma-use` skill which teaches HOW to call the Plugin API. Both skills should be loaded together.

openai
openai
27,1441,811

figma-use

**MANDATORY prerequisite** — you MUST invoke this skill BEFORE every `use_figma` tool call. NEVER call `use_figma` directly without loading this skill first. Skipping it causes common, hard-to-debug failures. Trigger whenever the user wants to perform a write action or a unique read action that requires JavaScript execution in the Figma file context — e.g. create/edit/delete nodes, set up variables or tokens, build components and variants, modify auto-layout or fills, bind variables to properties, or inspect file structure programmatically.

openai
openai
27,1441,811

figma-implement-design

Translates Figma designs into production-ready application code with 1:1 visual fidelity. Use when implementing UI code from Figma files, when user mentions "implement design", "generate code", "implement component", provides Figma URLs, or asks to build components matching Figma specs. For Figma canvas writes via `use_figma`, use `figma-use`.

openai
openai
27,1441,811

gh-address-comments

Help address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.

openai
openai
27,1441,811

figma-generate-design

Use this skill alongside figma-use when the task involves translating an application page, view, or multi-section layout into Figma. Triggers: 'write to Figma', 'create in Figma from code', 'push page to Figma', 'take this app/page and build it in Figma', 'create a screen', 'build a landing page in Figma', 'update the Figma screen to match code'. This is the preferred workflow skill whenever the user wants to build or update a full page, screen, or view in Figma from code or a description. Discovers design system components, variables, and styles via search_design_system, imports them, and assembles screens incrementally section-by-section using design system tokens instead of hardcoded values.

openai
openai
27,1441,811

figma-create-design-system-rules

Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design rules", "customize design system guidelines", or wants to establish project-specific conventions for Figma-to-code workflows. Requires Figma MCP server connection.

openai
openai
27,1441,811

figma-create-new-file

Create a new blank Figma file. Use when the user wants to create a new Figma design or FigJam file, or when you need a new file before calling use_figma. Handles plan resolution via whoami if needed. Usage — /figma-create-new-file [editorType] [fileName] (e.g. /figma-create-new-file figjam My Whiteboard)

openai
openai
27,1441,811

screenshot

Use when the user explicitly asks for a desktop or system screenshot (full screen, specific app or window, or a pixel region), or when tool-specific capture capabilities are unavailable and an OS-level capture is needed.

openai
openai
27,1441,811

security-best-practices

Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best practices guidance, a security review/report, or secure-by-default coding help. Trigger only for supported languages (python, javascript/typescript, go). Do not trigger for general code review, debugging, or non-security tasks.

openai
openai
27,1441,811

notion-research-documentation

Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.

openai
openai
27,1441,811

jupyter-notebook

Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.

openai
openai
27,1441,811

Page 81 of 1693 · 84647 results

Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.