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. 79 600 files from 1 763 authors, of which 61 947 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.
> Receive and verify Zendesk webhooks. Use when setting up Zendesk webhook handlers, debugging signature verification (X-Zendesk-Webhook-Signature),
> Receive and acknowledge Zift (Zift Payments / payment gateway) webhook notifications. Use when setting up a Zift webhook receiver, understanding why there is no signature/HMAC header to verify, returning the required events like billing.subscription-created, processing.chargeback, and processing.return.
> Receive and verify Zoom webhooks. Use when setting up Zoom webhook handlers, debugging signature verification, completing the endpoint.url_validation handshake, or handling meeting and recording events like meeting.started, meeting.ended, meeting.participant_joined, or recording.completed.
Migration guide from Jupiter Metis (v1) or Ultra to Swap API v2. Use when migrating existing Jupiter swap integrations, updating base URLs, or transitioning from quote+swap-instructions to the unified build endpoint.
Interact with Jupiter Lend Protocol. Read-only SDK (@jup-ag/lend-read) for querying liquidity pools, lending markets (jlTokens), and vaults. Write SDK (@jup-ag/lend) for lending (deposit/withdraw) and vault operations (deposit collateral, borrow, repay, manage positions).
Use when a user mentions Jupiter token verification, VRFD eligibility, paying 1000 JUP to verify a token, submitting a verification request, or updating metadata via the Jupiter express verification flow.
Comprehensive guidance for integrating Jupiter APIs (Swap, Lend, Perps, Trigger, Recurring, Tokens, Price, Portfolio, Prediction Markets, Send, Studio, Lock, Routing). Use for endpoint selection, integration flows, error handling, and production hardening.
Testany 平台核心概念和配置参考
分析 Testany 测试失败原因 - 排查问题、查看日志、定位根因
Testany pipeline 编排与 CRUD - 基于 automation design 或现有 case keys 创建执行与编排单元
Testany Git 导入:把 Git 仓库里的测试脚本批量注册成 Testany platform cases,并持续同步、切 commit、演化 binding、配 webhook
Testany execution 观测与管理 - 查看进度、查询历史、刷新状态、取消未开始执行、将失败执行交给 debug
Testany platform case 编写助手 - 将传统测试场景拆解为 Testany platform cases,并生成可注册的 case packages
从 OpenAPI 生成的 Testany case 源代码中自动识别入参和出参,并同步到 case 的环境变量列表中。适用于源代码存储在需要认证的 Git 仓库(如 Bitbucket)的场景。
Testany platform case 注册与 CRUD - 将已准备好的 platform case package 注册到平台,并管理 metadata、脚本与生命周期
Testany 执行入口与单次触发 - 为 pipeline 配置 Plan、Manual Trigger、Gatekeeper,或立即执行一次
管理 Testany 工作空间 - 成员管理、权限配置、团队组织
Write API contract, 写接口契约。Use when: PRD 完成后、HLD 之前需要定义 OpenAPI/AsyncAPI/GraphQL/gRPC/WebSocket/SSE/Webhook/SDK/文件格式规范。
BRD interview, 业务需求访谈。Use when: 需要将模糊的业务想法梳理成 BRD、"帮我梳理业务需求"、"老板说要做 XXX"、"这个需求不太清楚"、"写 BRD"。
API contract review, 接口契约评审。Use when: PRD 完成后、HLD/LLD/实现前需要审查 OpenAPI/AsyncAPI/GraphQL/gRPC/WebSocket/SSE/Webhook/SDK/文件格式/IPC-CLI 契约。
Guide, workflow guide, 流程导航、我该用哪个 skill、下一步做什么。Use when: 需要扫描当前项目已有文档和准出状态,判断 testany-eng 主流程所处阶段,并推荐下一步最合适的 skill;当 Test Spec 已具备下游 handoff 条件时,也可推荐进入 testany-bot 自动化落地分支。
Write Project Guardrails, 写工程规范。Use when: 需要创建或更新项目级 Guardrails 基线,明确跨模块/跨团队的默认约束、更新触发条件与下游工作流钩子;适用于项目启动、架构/平台/合规变化、事故复盘、重复评审问题固化。
Review Project Guardrails, 工程规范评审。Use when: Guardrails 创建或更新后需要作为项目级治理基线做准出,检查触发判定、生成模式、事实标准、下游工作流钩子与规则可执行性。
HLD review, High-Level Design review, 技术方案评审。Use when: HLD 完成后、进入 LLD/实现前需要审查技术设计、检测 PRD→HLD 漂移。
PRD review, 需求评审, 检查 PRD 质量。Use when: PRD 完成后需要评审、"审查 PRD"、"PRD 评审"、"需求评审"。
PRD automation, PRD 全流程。Use when: "帮我写个 PRD 并审查通过"、"自动完成 PRD"、"PRD 全流程"。
LLD review, Low-Level Design review, 详细设计评审。Use when: 实现前需要审查 LLD 与 PRD/HLD/API Contract/Guardrails 的一致性。
Write HLD, High-Level Design, 写技术设计文档。Use when: PRD 和 API Contract 完成后需要做系统架构设计、技术选型、制定技术方案。
Write LLD, Low-Level Design, 写详细设计。Use when: PRD/HLD/API Contract 完成后需要写模块设计、接口设计、实现级技术方案。
Prototype, 交互原型, 原型设计, UI prototype。Use when: PRD 和 User Journey 完成后,需要在前端仓库中生成可交互的 UI 原型,验证交互模式和流转逻辑,在进入 HLD/API Contract 之前暴露设计问题。
Write PRD, 写产品需求文档。Use when: 需要写新功能 PRD(有UI/无UI)、第三方集成、功能重构、性能/安全优化需求。
Prototype review, 原型评审, 交互原型审查。Use when: prototype-designer 完成后、进入 API Contract/HLD 之前需要审查原型的上游对齐、交互完整性、工程隔离和下游可用性。
Write Runbook, 撰写运维手册。Use when: LLD 完成后需要编写部署、回滚、监控、故障处理等运维文档。
Review test strategy, 测试策略评审。Use when: 测试策略写完后,需要审查风险覆盖、独立测试分层、阶段化执行规则、环境策略与入口/出口标准是否成立。
Write test spec, 测试规格/测试用例包撰写。Use when: LLD 完成且测试策略已确认后,需要产出独立测试范围内完整的 test case package、追溯矩阵与执行说明。
Review test design and readiness, 测试评审。Use when: Test Spec/Test Case Package 完成后,需要审查独立测试范围内的覆盖、追溯、执行证据与遗留风险,作为发布准备前的测试门禁。
撰写提示词、优化提示词、改写 Prompt、Prompt 优化。将模糊的想法转化为精确有效的 AI 提示词,支持 ChatGPT、Claude、Gemini、DeepSeek、豆包、智谱等多平台。
User journey interview, use case interview, 用户旅程访谈。Use when: BRD 完成后需要梳理用户旅程、"对齐 use case"、"确认用户操作流程"。
Write test strategy, 测试策略撰写。Use when: PRD、API Contract、HLD 基线明确后,需要定义独立测试范围、独立测试层次、阶段化执行规则、环境策略、入口/出口标准。
Social media writing, content creation, 自媒体写作。Use when: 需要写微信公众号/知乎/小红书/LinkedIn/Medium/Reddit 文章。
CRE Closing management suite — 2 specialist skills for closing checklist coordination and funds flow preparation for multifamily acquisitions.
CRE Financing analysis suite — 3 specialist skills for lender identification, quote comparison, and term sheet assembly for multifamily acquisition debt sourcing.
CRE Capital Markets and Debt Maturity suite - 8 specialist skills for maturity diagnostics, refinance proceeds gaps, extensions, workouts, rescue capital, term sheet comparison, CMBS special servicing readiness, lender updates, and recap IC memos.
CRE Due Diligence analysis suite — 7 specialist skills for multifamily property analysis including rent roll validation, expense benchmarking, market study, physical inspection, environmental review, title review, and tenant credit assessment.
CRE Brokerage Investment Sales v1 - 8 specialist skills for U.S. seller-side commercial investment sales brokers, covering assignment intake, broker opinion of value, listing proposal, OM and teaser drafting, buyer process management, bid leveling, negotiation support, and PSA-to-close coordination.
CRE Document Ingestion suite — 4 specialist skills for classifying and extracting structured data from deal documents including rent rolls, T-12 financials, and offering memoranda.
CRE Industrial analysis suite - 8 specialist skills for U.S. industrial acquisitions, covering market study, lease roster analysis, lease abstraction, tenant credit, physical inspection, underwriting, financing fit, and investment committee memo writing.
CRE Asset Management analysis suite — 9 specialist skills for post-acquisition multifamily operations including annual budgeting, monthly variance analysis, rent collection, renewal decisions, lease-up tracking, capex execution, NOI improvement, hold/sell/refi scenario analysis, and quarterly asset review memos.
CRE Underwriting analysis suite — 3 specialist skills for building pro formas, running sensitivity scenarios, and writing investment committee memos for multifamily acquisitions.
CRE Legal review suite — 6 specialist skills for PSA review, title & survey analysis, estoppel tracking, loan document review, insurance coordination, and transfer document preparation for multifamily acquisitions.
CRE Office analysis suite - 8 specialist skills for U.S. office acquisitions, refinancings, lease-up, tenant credit, TI/LC underwriting, financing fit, and investment committee memo writing.
> Your For You page for content creators. Scrapes tracked competitors across social media platforms, scores what's performing, and turns it into actionable, differentiated content ideas backed by real engagement data. Use this whenever the user wants competitor/creator research, a content feed or "for you" page, trending-topic ideas in their niche, to see what's working on social, to track what creators are posting, or to generate video/post briefs from what's performing — even if they don't say "find ideas." First run walks through setup.
Review auto-memory entries and propose promotions to CLAUDE.md, CLAUDE.local.md, or shared memory. Also detects outdated, conflicting, and duplicate entries across memory layers.
Full project bootstrap - interviews the developer (name, description, stack, components), then scaffolds directory structure, CLAUDE.md, config files, hooks, skills, and first commit.
Review changed code for reuse, quality, and efficiency, then fix any issues found.
Per-project self-improvement - reads the .harness ledger and feedback memories, then proposes gated rule/threshold/ADR changes so the project stops repeating mistakes. Run periodically.
Apply agent-starter patterns to an EXISTING project - audits the codebase, proposes components by invasiveness tier (hooks, skills, CLAUDE.md, lint configs, patterns), and applies only what the developer approves. Use when the user says adopt, retrofit, "apply agent-starter to this project", or wants starter patterns in an existing codebase.
Full git workflow - creates branch, commits, pushes, and creates or updates a PR with summary and test plan.
Memory consolidation - review, merge, prune, and index memory files. Run periodically to keep memories organized and up-to-date.
Create a single well-crafted git commit from current changes. Analyzes diff, follows repo's commit style, and writes a concise "why not what" message.
Answers built from the skills we actually parsed.