The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 86 961 files from 2 125 authors, of which 68 678 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Use CloudBase document database Web SDK only for confirmed NoSQL collection work. Query, create, update, and delete document data; if the task mentions PostgreSQL / CloudBase PG / app.rdb(), route to postgresql-development instead.
CloudBase platform overview and routing guide. This skill should be used when users need high-level capability selection, platform concepts, console navigation, or cross-platform best practices before choosing a more specific implementation skill.
CloudBase WeChat integration guide for Mini Program WeChat Pay, Official Account JSAPI Pay, Native QR-code Pay, Official Account OAuth, openid handling, payment callbacks, and CloudBase Integration Center generated functions. This skill should be used when users ask to add, debug, or extend WeChat payment or official-account flows on CloudBase.
CloudBase Run backend development rules (Function mode/Container mode). Use this skill when deploying backend services that require long connections, multi-language support, custom environments, AI agent development, or migrating existing/GitHub apps that need VPC access to MySQL/PostgreSQL/Redis.
[Deprecated] Optional advanced tool for complex data modeling. For simple MySQL table creation, use relational-database-tool directly; for PostgreSQL / CloudBase PG schema work, use postgresql-development. New environments should use PostgreSQL DDL via queryPgDatabase/managePgDatabase — see postgresql-development skill instead.
CloudBase official HTTP API client guide. This skill should be used when backends, scripts, or non-SDK clients must call CloudBase platform APIs over raw HTTP instead of using a platform SDK or MCP management tool.
WeChat Mini Program development skill for building, debugging, previewing, testing, publishing, and optimizing mini program projects. This skill should be used when users ask to create, develop, modify, debug, preview, test, deploy, publish, launch, review, or optimize WeChat Mini Programs, mini program pages, components, `tabBar`, routing, navigation, icon assets, project structure, project configuration, `project.config.json`, `appid` setup, device preview, real-device validation, WeChat Developer Tools Nightly workflows, `wechatide` CLI, WeChat IDE Skills/MCP, console/network debugging, `miniprogram-ci` preview/upload flows, or mini program release processes. It should also be used when users explicitly mention CloudBase, `wx.cloud`, Tencent CloudBase, 腾讯云开发, 微信云开发, or 云开发 in a mini program project.
AIOps-style one-click inspection skill for CloudBase resources. Use this skill when users need to diagnose errors, check resource health, inspect logs, or run a comprehensive health check across cloud functions, CloudRun services, databases, and other CloudBase resources.
Use when building, debugging, or evaluating CloudBase PostgreSQL / CloudBase PG / PG mode apps, including Postgres schema setup, queryPgDatabase/managePgDatabase, JS SDK v3 app.rdb() CRUD/RPC, PG HTTP API fallback, RLS-style permissions, username-password auth, and Web CMS/admin CRUD flows backed by CloudBase PG.
[Deprecated] This is the required documentation for agents operating on the CloudBase Relational Database through MCP. It defines the canonical SQL management flow with `queryMysqlDatabase`, `manageMysqlDatabase`, `queryPermissions`, and `managePermissions`, including MySQL provisioning, destroy flow, async status checks, safe query execution, schema initialization, and permission updates. New environments should use PostgreSQL — see postgresql-development skill instead.
[Deprecated] Use when building frontend Web apps that talk to CloudBase Relational Database via @cloudbase/js-sdk – provides the canonical init pattern so you can then use Supabase-style queries from the browser. New environments should use PostgreSQL with app.rdb() — see postgresql-development skill instead.
Use when medium-to-large changes need explicit requirements, technical design, and task planning before implementation, especially for multi-module work, unclear acceptance criteria, or architecture-heavy requests.
Use when users need visual direction, interface hierarchy, layout decisions, design specifications, or prototypes before implementing a Web or mini program UI.
Use when users need to implement, integrate, debug, build, deploy, or validate a Web frontend after the product direction is already clear, especially for React, Vue, Vite, browser flows, or CloudBase Web integration.
Use this skill when you develop, design, build, deploy, debug, migrate, or troubleshoot CloudBase (腾讯云开发, 云开发, TCB, 微信云开发) projects. Covers Web, 微信小程序, 小程序, uni-app, mobile (iOS, Android, Flutter, React Native). UI (页面, 界面, 表单, form, dashboard, prototype, 原型); auth (登录, 注册, OAuth, 微信登录, publishable key); databases (NoSQL 文档数据库, MySQL 关系型数据库, PostgreSQL/CloudBase PG, app.rdb(), queryPgDatabase/managePgDatabase, CRUD, 查询, security rules); 云函数/cloud functions (serverless, scf_bootstrap); CloudRun (云托管, Dockerfile); 云存储. Built-in AI (内置大模型, AI 对话, streaming, 流式输出, 图片生成, generateText, streamText, createModel, generateImage, TokenHub, Hunyuan, hunyuan-exp, DeepSeek, deepseek, GLM, Kimi, Token Credits 资源包, 小程序成长计划). 第三方大模型, 大模型接入, 大模型调用, LLM API, AI agent, 智能体, AI Agent, AG-UI, LangGraph. Ops (巡检, 诊断, health check, 日志, troubleshooting). Spec (需求文档, 技术方案, requirements, tasks.md). Do NOT use for non-CloudBase projects, pure frontend without CloudBase, or self-hosted backends without CloudBase.
Unified CloudBase execution guide for all-in-one skill installs. Use this first for CloudBase app tasks, especially existing apps with TODOs, fixed pages, or active handlers. Routes PostgreSQL / CloudBase PG / app.rdb() / queryPgDatabase / managePgDatabase work away from legacy NoSQL and old auth patterns.
| Use when the user wants to develop, run, preview, save, deploy, or roll back a CloudBase Web app in this conversation as a Lovable/Codex-Sites-like vibe- coding session — i.e. any request that maps to "spin up a React+Vite project, see it live in the browser, iterate, save versions, deploy". Activate ONLY for browser-rendered Web projects based on the CloudBase official React React Native / Flutter / Electron, pure cloud functions / CloudRun backends, or Next.js / Nuxt / Astro / Remix / SvelteKit (those frameworks are explicitly out of scope).
Use when auditing CloudBase cloud API wrappers, MCP tools, generated action metadata, or related docs for outdated or incorrect action names, parameters, casing, request shapes, or missing contract tests, especially during periodic quality review or before preparing corrective PRs.
Perform a full codebase review, categorize findings by severity, file GitHub issues, then fix each issue in an isolated git worktree and submit PRs. Use this skill when the user asks to audit the codebase, do a comprehensive code review, find and fix security/quality/reliability issues, or run a proactive health check across the entire repository.
Use when auditing repository documentation for drift, stale statements, broken references, or README mismatches, especially across published docs under `doc/` and key entry surfaces such as `README.md` (English default), `README.zh-CN.md`, `mcp/README.md`, and `mcp/README.zh-CN.md` during periodic maintenance or before preparing corrective PRs.
Documentation and extension workflows derived from local slash commands (docs, explanation, issues, prototypes, tutorials, MCP design review).
Reusable git delivery workflows derived from local slash commands (commit, push, PR, release notes, and GitHub Actions failure triage with worktree-based fixes).
Analyze, standardize, validate, and sync locally maintained skills into agent skill directories with a `skills` CLI-aligned workflow. Use this skill when Codex needs to turn ad-hoc prompt or rules folders into reusable `SKILL.md`-based skills, install or sync one or more local skills from `./skills` into Claude, Cursor, CodeBuddy, Codex, or similar agent directories, or manage local skill path mappings and symlink or copy installation behavior.
Triage, repair, and close MCP attribution issues from the local report API with evidence-driven decisions and isolated Worktrunk worktrees. Use this skill when Codex needs to process `tool` attribution issues and skills-related attribution issues, inspect related runs, decide whether the issue is actionable in `mcp/src` or `config/source/skills`, update attribution fields as `owner=codex`, and then complete the fix loop through GitHub issue tracking, worktree-based code changes, PR submission, and follow-up iteration when the problem is repairable.
Spec and no-spec planning workflows derived from local slash commands (requirements, design, tasks).
Periodically analyze open pull requests for CI failures, code review feedback, and quality issues, then fix them in batch. Use this skill when the user asks to check PR status, triage CI failures, fix review comments, analyze open PRs, or run a scheduled PR health check across the repository.
Use when running or scheduling periodic repository review cycles that must dispatch the correct reviewer, aggregate findings, and escalate outcomes into reports, issues, or corrective PRs across API contracts, documentation freshness, code quality, and CloudBase skill quality.
Design, improve, and evaluate reusable agent skills with high-quality SKILL.md files, precise trigger descriptions, progressive disclosure, and testable behavior. This skill should be used when users ask to create a new skill, rewrite or review an existing skill, audit a skill collection such as `config/source/skills` for redundancy or overlap, improve skill trigger quality, organize skill references, or evaluate whether a skill should trigger and behave correctly.
> Uncovers Gradle project structure, task hierarchies, and resolved property values using core Gradle diagnostic tools; use for mapping modules, listing runnable tasks, and auditing build configuration. Do NOT use for running builds/tests or source code exploration.
> File YouTrack issues for the kotlinx-rpc project (KRPC). Use this skill whenever the user wants to create a bug report, feature request, task, or any issue in YouTrack for kotlinx-rpc. Also use it when the user mentions filing a ticket, reporting a bug, creating a task, logging an issue, or tracking work in YouTrack — even if they don't say "YouTrack" explicitly but the context is clearly about issue tracking for this project. Covers choosing the right issue type, scope, priority, tags, and writing well-structured descriptions that match the team's conventions.
> Provides a persistent, project-aware Kotlin REPL for rapid logic verification and prototyping within the project's JVM classpath; use for testing dynamic behavior, prototyping snippets, or rendering Compose UI previews. Do NOT use for exploring library APIs (prefer `searching_dependency_sources`) or running Gradle builds.
> Searches and retrieves official Gradle User Guide, DSL Reference, and internal engine source code authoritatively; use for researching core Gradle features, verifying behavior, and deep-diving into internals. Do NOT use for project dependency source exploration (use `searching_dependency_sources`) or running builds.
> Provides expert build engineer guidance on Gradle Kotlin DSL scripts, plugin development, and deep internals research; use for build failures, compilation errors, dependency conflicts, or complex build authoring. Do NOT use for executing builds/tests (use `running_gradle_builds`/`running_gradle_tests`) or dependency graph auditing.
> tests, PR creation, CI validation, and reviewer assignment.
> Guides commit message writing for the kotlinx-rpc project. Use this skill whenever committing code, writing commit messages, or when the user asks about commit conventions. "commit", "commit message", "git commit", writing changelogs from commits.
> Audits and manages Gradle dependency graphs with high-resolution update checks, transitive tree analysis, and Maven Central discovery; use for dependency auditing, finding stable updates, and resolving GAV coordinates. Do NOT use for exploring dependency source code (use `searching_dependency_sources`) or running builds.
> Update kotlinx-rpc documentation — version bumps, content edits, Writerside topics, KDoc, README, skills, and internal workflows. Use this skill whenever the user wants to bump the Kotlin version in docs, bump the library version, update the changelog, edit documentation topics, add a migration guide, update the version switcher, fix version references, write or update KDoc on public APIs, update the README, update Claude skills, or modify CLAUDE.md. Also trigger when the user mentions "update docs", "doc version", "release docs", "Writerside", "v.list", "changelog", "KDoc", "Dokka", "README", "skill", "CLAUDE.md", or wants to sync documentation with a new release.
>- Explores and searches source code of all external library dependencies, plugins, and Gradle internals via indexed symbol, full-text, and glob search; STRONGLY PREFERRED for understanding APIs, finding class/method definitions, and reading implementation logic. Do NOT use for project source code (use grep), Gradle documentation (use `researching_gradle_internals`), or Maven Central discovery (use `managing_gradle_dependencies`).
> Determine which LOCAL verification checks to run for kotlinx-rpc changes and execute them on the developer's machine. TeamCity builds and GitHub Actions workflows are out of scope -- this skill covers only what can and should be run locally before pushing. Use this skill whenever changes are made to the codebase and you need to verify correctness before committing or opening a PR. Also use it when the user asks to "run checks", "verify changes", "run verifications", "what checks do I need", "validate my changes", "pre-PR checks", or "local checks". Trigger proactively after completing any code modification task -- even if the user doesn't explicitly ask, suggest which verifications are relevant based on what changed.
> Executes and diagnoses Gradle tests with high-precision `--tests` filtering, surgical per-test failure isolation, and full stack traces; ALWAYS use instead of `./gradlew test` for test execution, failure investigation, and post-mortem analysis. Do NOT use for general build lifecycle tasks (use `running_gradle_builds`) or dependency auditing.
> Executes and orchestrates Gradle builds with background management, surgical task output capturing, and structured failure diagnostics; ALWAYS use instead of `./gradlew` for core lifecycle tasks (build, assemble), dev servers, and troubleshooting. Do NOT use for running tests (use `running_gradle_tests`) or dependency graph auditing.
> Interact with the kotlinx-rpc TeamCity CI/CD project using the `teamcity` CLI. Use this skill whenever the user wants to trigger builds, check build status, view build logs, monitor failures, manage the build queue, inspect agents, or do anything related to TeamCity CI. Also use it when the user mentions "TC", "TeamCity", "CI build", "run build", "build status", "build log", "trigger build", "check CI", or references a build configuration name or ID. Trigger even if the user doesn't say "TeamCity" explicitly -- if they ask about CI status, build failures, or want to run something on CI rather than locally, this is the right skill. Do NOT use this skill for local Gradle builds -- use `running_gradle_builds` or `running_gradle_tests` instead.
> Modify, build, publish, and verify the Kotlin/Native shim artifacts (gRPC shim and protobuf shim) in native-deps/shims/. Use this skill whenever the user wants to change shim C/C++ source code, update shim headers or .def files, bump a shim upstream version, add or remove archives from the overlap excludes list, patch KLIB metadata, update the annotation module, run shim fixture tests, publish shim artifacts locally, or debug any native shim build failure. Also trigger when the user mentions "shim", "cinterop", "native interop", "grpc shim", "protobuf shim", "KLIB patcher", "overlap archives", "native-deps", "Bazel shim build", or "shim verification".
> Query and analyze kotlinx-rpc build scans, test results, and failure patterns from the Develocity server (ge.jetbrains.com) using MCP tools. Use this skill whenever the user wants to look at build scans, investigate CI failures across builds, check build cache hit rates, analyze flaky tests, find recurring failure patterns, or query build performance history. Also trigger when the user mentions "Develocity", "build scan", "GE", "ge.jetbrains.com", "build cache stats", "flaky tests", "failure groups", or asks about build trends, test stability, or CI health. Trigger even if the user doesn't say "Develocity" explicitly -- if they want to look at historical build data, cross-build test analysis, or failure aggregation, this is the right skill. Do NOT use this skill for running local Gradle builds -- use `running_gradle_builds` or `running_gradle_tests` instead. Do NOT use this skill for TeamCity build triggering or queue management -- use `use-teamcity`.
> Verify that the kotlinx-rpc compiler plugin compiles successfully against multiple Kotlin compiler versions, and fix any incompatibilities found. Use this skill whenever the user wants to check compiler plugin compatibility across Kotlin versions, test a new Kotlin version, fix compiler plugin build failures after a Kotlin upgrade, ensure the CSM templates produce valid code for all supported versions, or test against Kotlin Master. Trigger on phrases like "verify compiler plugin", "check compatibility", "test Kotlin versions", "compiler plugin broken", "fix for Kotlin X.Y", "support new Kotlin version", or "Kotlin master".
> General-purpose YouTrack operations for the kotlinx-rpc project (KRPC). Use this skill whenever the user wants to search, read, update, comment on, link, tag, or otherwise interact with existing YouTrack issues — anything that isn't creating a brand new issue. Also use it when the user asks about issue status, sprint progress, who's working on what, backlog queries, or wants to browse/filter issues. Trigger this even if the user doesn't say "YouTrack" explicitly — if they mention a KRPC-### issue ID, ask about tickets, want to check on an issue, update a status, or log work, this is the right skill. Do NOT use this skill for creating new issues — use file-youtrack-issue instead.
> Create Earth2Studio prognostic (time-stepping forecast) model wrappers. Do NOT use for diagnostic models, data sources, or installation.
> Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores. Do NOT use for fetching data with existing sources, model inference, or installation tasks.
> Create Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusion diagnostics. Do NOT use for prognostic time-stepping models, data sources, or installation.
> Fetch weather/climate data via Earth2Studio data sources for specific variables and times. Do NOT use for inference pipelines, model discovery, or installation.
> Build deterministic forecast scripts with Earth2Studio (model, data source, IO, inference). Do NOT use for ensemble, diagnostics, data-only fetch, or install.
> Find Earth2Studio models, data sources, and examples for a weather/climate use case. Do NOT use for writing inference code, downloading data, or installation.
> Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment. Do NOT use for writing inference code, choosing models, or PhysicsNeMo questions.
> Bump the Earth2Studio version on main to start a new development cycle. This unblocks commits on main after a release branch has been merged. Performs a CHANGELOG update (new blank section) and a hatch version bump. Use when main already has the release merge but still carries the old version string, or when the developer-release-rebase skill detects the version was already bumped during rebase and only the changelog/version housekeeping remains.
> Prepare a new minor alpha release of Earth2Studio by rebasing the release candidate branch onto main, bumping the version, updating the changelog, updating the README latest-news highlights, stripping example version tags, and pushing for PR. Use when releasing, cutting a release, preparing a release branch, rebasing a release, or bumping the version for a new development cycle.
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Scrape Google Maps business listings (name, address, phone, website, rating, reviews, lat/lng, hours, emails) via the local gosom google-maps-scraper REST API. Use when the user wants local-business / lead-gen data, "a list of [businesses] in [place]", or to enrich places with contact info. NOT for Instagram/TikTok/YouTube or any social-media scraping.
Stock quotes and daily price history. Trigger phrases: stock quote, alphavantage, stock price.
Check Anthropic API access and list available Claude models. Read-only. Trigger phrases: anthropic, claude models, anthropic api.
Answers built from the skills we actually parsed.