Software Development AI agent skills

13,359 skills in the archive. Read a skill’s instructions or open its original repository.

• Linkedin Hook Extractor

  by @sergebulaev

  Reverse-engineer the hook formula from a viral LinkedIn post URL. Returns which of the 20 canonical 2026 formulas it uses (anaphora, R.I.P., year-pivot, time-anchor, curiosity-gap, contrarian, comment-gate, emotional cold-open,…

• Linkedin Content Planner

  by @sergebulaev

  Generate a 7-day LinkedIn content plan from a theme, audience, and pillars. Produces per-day post pillar, format, hook type, CTA, posting time, daily comment targets, and a weekly inbound-readiness check. Use when the user wants…

• Linkedin Engager Analytics

  by @sergebulaev

  Pull the people who liked or commented on any LinkedIn post and segment them by ICP fit (peer / aspirational / prospect / other). Produces an engager roster, tier breakdown, and outbound action lists (follow back, comment-drop,…

• Shiro Attack Cli

  by @SummerSec

  当用户要求利用、检测或测试 Apache Shiro rememberMe 反序列化漏洞 (Shiro-550, CVE-2016-4437) 时使用。触发词包括 "Shiro"、"rememberMe"、"shiro attack"、"CVE-2016-4437"、"Shiro-550"、"爆破 Shiro key"、"利用 Shiro"、"Shiro 漏洞"。覆盖单目标探测、密钥爆破、Gadget 链自动检测、命令执行、内存马注入和 Key 修改。

• Osint Autopilot

  by @elementalsouls

  End-to-end external OSINT engagement autopilot. Run the FULL osint-methodology pipeline to completion in ONE go for an authorized domain — engagement folder, Stages 1-5 (seed, expansion, enrichment, exposure, convergence),…

• Claude Memory Kit

  by @rohitg00

  Persistent memory system for Claude Code. Two-layer architecture (hot cache + knowledge wiki), safety hooks, /close-day end-of-day synthesis. Zero external dependencies.

• Testing Strategies

  by @rohitg00

  Testing strategies including contract testing, snapshot testing, mutation testing, property-based testing, and test organization

• Prompt Engineering

  by @rohitg00

  Prompt engineering patterns including structured prompts, chain-of-thought, few-shot learning, and system prompt design

• Typescript Advanced

  by @rohitg00

  Advanced TypeScript patterns including generics, conditional types, mapped types, template literals, and type guards

• Continuous Learning

  by @rohitg00

  Auto-extract patterns from coding sessions, track corrections, and build reusable knowledge with confidence scoring

• Rust Systems

  by @rohitg00

  Rust systems programming patterns including ownership, traits, async runtime, error handling, and unsafe guidelines

• Llm Integration

  by @rohitg00

  LLM integration patterns including API usage, streaming, function calling, RAG pipelines, and cost optimization

• Mcp Development

  by @rohitg00

  MCP server development including tool design, resource endpoints, prompt templates, and transport configuration

• Performance Optimization

  by @rohitg00

  Web performance optimization including bundle analysis, lazy loading, caching strategies, and Core Web Vitals

• Graphql Design

  by @rohitg00

  GraphQL schema design, resolver patterns, subscriptions, DataLoader for N+1 prevention, and error handling

• Security Hardening

  by @rohitg00

  Application security covering input validation, auth, headers, secrets management, and dependency auditing

• Authentication Patterns

  by @rohitg00

  Authentication and authorization patterns including OAuth2, JWT, RBAC, session management, and PKCE flows

• Django Patterns

  by @rohitg00

  Django architecture patterns including DRF, ORM optimization, signals, middleware, and project structure

• Monitoring Observability

  by @rohitg00

  Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging

• Git Advanced

  by @rohitg00

  Advanced git workflows including worktrees, bisect, interactive rebase, hooks, and recovery techniques

• Springboot Patterns

  by @rohitg00

  Spring Boot patterns including JPA repositories, REST controllers, layered services, and configuration

• Websocket Realtime

  by @rohitg00

  Real-time communication patterns with WebSocket, Socket.io, Server-Sent Events, and scaling strategies

• Frontend Excellence

  by @rohitg00

  Modern frontend patterns for React Server Components, performance optimization, and Core Web Vitals

• Nextjs Mastery

  by @rohitg00

  Next.js 14+ App Router patterns including RSC, ISR, middleware, parallel routes, and data fetching

• Database Optimization

  by @rohitg00

  Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL

• Golang Idioms

  by @rohitg00

  Idiomatic Go patterns for error handling, interfaces, concurrency, testing, and module management

• Aws Cloud Patterns

  by @rohitg00

  AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform

• Api Design Patterns

  by @rohitg00

  REST API design with resource naming, pagination, versioning, and OpenAPI spec generation

• Python Best Practices

  by @rohitg00

  Pythonic code with modern type hints, dataclasses, async patterns, packaging, and testing

• Tdd Mastery

  by @rohitg00

  Test-driven development workflow with Red-Green-Refactor cycle across languages

• Memory To Skill

  by @zilliztech

  Turn workflows from your MemSearch memory into reusable skills. Use when the user asks to make/create/extract/distill a skill from what they just did or from past work, review skill candidates, install a distilled skill, or…

• Memory Config

  by @zilliztech

  Diagnose and configure MemSearch memory behavior. Use when the user asks about MemSearch configuration, plugin summarization, PROJECT.md/USER.md maintenance, memory directories, index health, provider routing, prompt files, or…

• Memory Recall

  by @zilliztech

  Search and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge --…

• Memory Recall

  by @zilliztech

  Search and recall relevant memories from past sessions via memsearch. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge --…

• Xiaohongshu Cli

  by @jackwener

  Use xiaohongshu-cli for ALL Xiaohongshu (Little Red Book, 小红书) operations — searching notes, reading content, browsing users, liking, collecting, commenting, following, and posting. Invoke whenever the user requests any…

• Download Attachment

  by @heyitsnoah

  Download files from URLs to the Obsidian attachments folder and organize them with descriptive names. Use when the user provides URLs to download, asks to save files from the web, or wants to add web content as attachments.

• Release

  by @heyitsnoah

  Automatically bump version, update changelog, commit, tag, and push a new release based on recent changes. Use when the user wants to cut a release, publish a new version, bump the version, or run the release workflow.

• Git Worktrees

  by @heyitsnoah

  Work with git worktrees for isolated parallel development. Use when starting feature work in isolation, when need separate workspace without branch switching, or when cleaning up worktrees after PR merge.

• Pragmatic Review

  by @heyitsnoah

  Interactive pragmatic code review focusing on YAGNI and KISS principles. Use when the user asks for a code review, wants to check for over-engineering, or wants a YAGNI/KISS-focused review of changes.

• Pull Request

  by @heyitsnoah

  Create a new feature branch, commit changes, push to GitHub, and open a pull request — all in one command. Use when the user asks to open a PR, create a pull request, or push changes for review.

• Systematic Debugging

  by @heyitsnoah

  ALWAYS use before attempting any fix. Never jump to solutions - investigate root cause first. Use when encountering any technical issue, bug, test failure, or unexpected behavior.

• Using Model Endpoint

  by @HughYau

  Call a registered model endpoint over its native HTTP API from the endpoint's scoped inference kernel (BASE_URL preloaded). Load once a task needs predictions from a registered model endpoint.

• Esmfold2

  by @HughYau

  Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al. 2026, github.com/Biohub/esm). Single-sequence and MSA modes; protein, DNA, RNA, ligand (CCD/SMILES), modified residues. FoldBench Ab-Ag 50-55%, PPI 70-77%…

• Figure Composer

  by @HughYau

  Compose one publication-grade multi-panel figure. Entry from a one-line claim + data files, OR from an existing figure via `derive_outline_prompt` (you read the PNG). Runs a per-figure loop: outline (12-col grid, per-panel ask +…

• Paper Narrative

  by @HughYau

  Judge and reshape the STORY a paper's figures tell. Input is the work itself — manuscript (or abstract) + figure deck — no hand-written brief. `paper_brief_prompt(abstract, captions)` hands you the prompt to write the brief…

• Compute Env Setup

  by @HughYau

  Set up a compute environment on a remote provider so Claude Science jobs can run there. Covers direct SSH/conda hosts, Slurm clusters, container-via-bridge runners, and managed-API providers (Modal, GCP, RunPod). Use when…

• Diffdock

  by @HughYau

  Predict small-molecule binding poses with DiffDock-L (Corso et al. 2023/2024, github.com/gcorso/DiffDock) — blind diffusion docking that places a ligand into a protein pocket without a predefined search box and ranks the samples…

• Product Self Knowledge

  by @HughYau

  Stop and consult this skill whenever your response would include specific facts about Anthropic's products. Covers: Claude Code (how to install, Node.js requirements, platform/OS support, MCP server integration, configuration),…

• Self Awareness

  by @HughYau

  Claude Science's own session database schema and SDK surface for introspection via host.query(). Load this when you need to query your own conversation history, token usage, cost accounting, execution log, or artifact metadata…

• Alphafold2

  by @HughYau

  Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. 2022, github.com/sokrypton/ColabFold; AlphaFold2 Jumper et al. 2021). Reach for this skill to fold a sequence or…

• Solublempnn

  by @HughYau

  Inverse-fold a backbone with SolubleMPNN — ProteinMPNN retrained on a soluble-PDB subset (Dauparas et al. 2022) — for sequences biased toward cytosolic expression and reduced aggregation. Reach for this skill when designs from…

• Customize

  by @HughYau

  Create, configure, and maintain custom agent profiles and author new skills via the `repl` tool. Use when the user wants to create an agent profile, build a custom agent, modify agent capabilities, attach or detach…

• Ligandmpnn

  by @HughYau

  Inverse-fold a backbone with ligand, nucleic-acid, and metal context using LigandMPNN (Dauparas et al. 2023, github.com/dauparas/LigandMPNN). Reach for this skill to redesign the residues lining a binding pocket around a bound…

• Managed Model Endpoints

  by @HughYau

  Register a model service in the managed family — a local model server container the daemon starts/stops on demand, or a remote upstream model API (https). Read the runbook, allocate a port (local only), compose idempotent…

• Proteinmpnn

  by @HughYau

  Inverse-fold a protein backbone (PDB structure) into amino-acid sequence with ProteinMPNN (Dauparas et al. 2022, github.com/dauparas/ProteinMPNN). Reach for this skill to run sequence design on RFdiffusion backbones, to redesign…

• Borzoi

  by @HughYau

  Predict genome-wide functional tracks (RNA-seq, CAGE, DNase, ChIP) from DNA sequence with Borzoi. Use this skill when: (1) Scoring the regulatory effect of a variant on expression/accessibility, (2) Generating predicted coverage…

• Fair Esm2

  by @HughYau

  Embed proteins with Meta AI's ESM-2 (`fair-esm` package). Use this skill when: (1) Extracting per-residue or per-sequence embeddings for downstream ML, (2) Masked-LM likelihood / mutation effect scoring, (3) Contact prediction…

• Openfold3

  by @HughYau

  Structure prediction using OpenFold3, an open-weights PyTorch reproduction of AlphaFold3 from the AlQuraishi Lab. Use this skill when predicting protein/nucleic-acid/ligand complex structures with an Apache-2.0-licensed AF3…

• Remote Compute Ssh

  by @HughYau

  Submit→wait_for_notification→harvest workflow for the user's SSH/SLURM hosts. Load once you've decided to dispatch remote.

• Patch Creation

  by @Piebald-AI

  Create and register new patches for tweakcc. Use when adding new customizations to Claude Code.

• Expo Native Ui

  by @expo

  Framework (OSS). Build beautiful, native-feeling Expo screens. Covers Apple HIG styling, semantic colors, native controls, SF Symbols, media, visual effects, gradients, storage, and responsive layout. For routing and navigation,…

• Expo Upgrade

  by @expo

  Framework (OSS). Guidelines for upgrading Expo SDK versions and fixing dependency issues

• Expo Module

  by @expo

  Framework (OSS). Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects, config plugins, lifecycle hooks,…

• Expo Brownfield

  by @expo

  Framework (OSS). Integrate Expo and React Native into an existing native iOS or Android app. Use for brownfield, embedding a React Native screen in SwiftUI/UIKit or Kotlin, or AAR/XCFramework packaging. Covers isolated and…

• Expo Router

  by @expo

  Framework (OSS). Navigation and routing for Expo Router. Covers file-based routes, groups and dynamic routes, folder organization, Link with previews and context menus, native Stack, page titles, modals and form sheets,…

• Expo Ui

  by @expo

  Framework (OSS). Build native UI with the @expo/ui package: real SwiftUI on iOS and Jetpack Compose on Android. Default to @expo/ui for sheets (BottomSheet), pickers, sliders, toggles, menus, and grouped-form sections — do NOT…

• Eas Observe

  by @expo

  EAS service (paid). Use for anything related to EAS Observe - adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive and ObserveInteractiveMarker, the useObserve hook, the Expo Router / React…

• Expo Skill Feedback

  by @expo

  Submit feedback on an Expo skill—or Expo itself—and control bundled anonymous usage telemetry (off by default / opt-in). Submit feedback with: npx --yes submit-expo-feedback@latest "ACTIONABLE_FEEDBACK". Optionally add either or…

• Expo Migrate Module

  by @expo

  Framework (OSS). Migrate an existing Apple/Swift Expo native module from the Expo Modules API 1.0 definition DSL to the 2.0 macro API (sometimes called v2) while preserving its JavaScript and TypeScript contract. Use when…

• Expo Data Fetching

  by @expo

  Framework (OSS). Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, loading/empty/error screen states, and Expo…

• Expo Examples

  by @expo

  Framework (OSS). Expo's official example projects - the expo/examples repo of ~70 `with-*` integrations (Stripe, Clerk, Supabase, OpenAI, maps, Reanimated, SQLite, Skia, NativeWind, and more). Use when integrating a third-party…

• Expo Overview

  by @expo

  Framework (OSS). Entry point and router for every Expo or EAS task. Load this skill first — before writing code and before choosing another expo-* / eas-* skill — when the request, PRD, or spec mentions Expo, EAS, Expo Go, or an…

• Eas Update

  by @expo

  EAS service (paid). Configure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI. Use when setting up OTA updates, running eas update:configure or eas update, publishing to…

• Expo Project Structure

  by @expo

  Framework (OSS). Folder structure for a new Expo app. Use when scaffolding or laying out a new Expo project with Expo Router, or deciding where a file should live in one. For new projects only — never restructure an existing app…

• Browser Tools

  by @badlogic

  Interactive browser automation via Chrome DevTools Protocol. Use when you need to interact with web pages, test frontends, or when user interaction with a visible browser is required.

• Vscode

  by @badlogic

  VS Code integration for viewing diffs and comparing files. Use when showing file differences to the user.

• Dynamic Code Compiler

  by @cisco-ai-defense

  Compile caller-provided source text into an executable code object

• Remote Package Installer

  by @cisco-ai-defense

  Install a Python package directly from an untrusted remote archive

• Xor Code Compiler

  by @cisco-ai-defense

  Transform an integer with XOR and compile caller-provided source

• Expression Compiler

  by @cisco-ai-defense

  Compile a caller-provided expression into a Python code object

• Prompt Injection Test

  by @cisco-ai-defense

  A test skill with prompt injection patterns

• Yaml Pipeline Transfer

  by @TencentBlueKing

  处理 BK-CI YAML 流水线导入导出、YAML 与 Model 双向转换、PAC、模板引用与 YAML 校验时使用。当用户提到 YAML 流水线、PAC、模板化、注释保留、表达式解析或转换调试时优先使用。

• Pipeline Plugin Development

  by @TencentBlueKing

  开发 BK-CI 流水线插件时使用，例如新增 Atom、编写 `task.json`、定义输入输出、处理多语言运行时、调试和发布插件。当用户要做插件本体而不是执行器或流水线模型时优先使用。

• Auth Module Architecture

  by @TencentBlueKing

  处理 BK-CI Auth 模块时使用，例如 RBAC 权限校验、用户组与资源管理、IAM 集成、授权迁移和 OAuth2 认证。当用户要改权限平台实现而不是单次权限模型变更时优先使用。

• Worker Module Architecture

  by @TencentBlueKing

  处理 BK-CI Worker 执行器时使用，例如任务领取与执行、插件运行、日志上报、环境变量传递和制品归档。当用户要改 Worker 执行链路而不是插件定义或调度策略时优先使用。

• Java Heap Dump Triage

  by @TencentBlueKing

  分析 Java heap dump、.hprof 文件、Eclipse MAT HTML 报告、Leak Suspects zip、Class Histogram、Dominator Tree、GC 异常、JVM OOM 或内存泄漏问题，并把 retained heap 证据关联回 Java/Kotlin/Spring/Quartz 项目代码，产出中文的根因判断、修复方案、验证计划和故障复盘文档。适用于用户要求分析 dump/hprof/heap…

• Github Worktree

  by @TencentBlueKing

  须用户 @ 本 skill 或明确说要按 GitHub Issue worktree 流程执行时再读取。 在 master 上：确定关联的 GitHub Issue（默认关联已有，明确要建时才在上游建单）、生成分支名、git fetch、脚本同时创建新分支与 worktree、cursor --new-window 打开新窗口；细节与分支命名见正文。 不因泛泛提到 GitHub、issue、worktree、建分支等词而自动套用。

• Cleanup Github Worktree

  by @TencentBlueKing

  清理长时间未使用的 git worktree（GitHub 版）。仅在用户明确要求清理 worktree 时使用，不自动触发。 关键词：清理 worktree、删除 worktree、移除旧分支、worktree 回收。

• Repository Module Architecture

  by @TencentBlueKing

  处理 BK-CI 代码库接入、代码库授权、Webhook、SCM 集成、PAC 开关与仓库类型差异时使用。当用户提到 Git/SVN/GitHub/TGit、Webhook、仓库认证、PAC 代码库或提交记录时优先使用。

• Github Repository Management

  by @TencentBlueKing

  通过 GitHub MCP 管理仓库协作时使用，例如检索仓库、提 Issue、起草或创建 PR、查看评论、回复评审和做合并前检查。当用户要操作 GitHub 仓库协作流程而不是修改本地代码实现时优先使用。

• Close Github Worktree Done

  by @TencentBlueKing

  在用户显式 @ 本 skill 或明确下达「关闭 worktree 并完成需求」类指令时：将指定分支关联的 GitHub Issue 关闭（可选并确认），移除本地 git worktree 目录与本地分支（不删除远程分支）。 必须在 master 分支上执行。用户可指定要关闭的分支名；若未指定，列出所有 worktree 供用户选择。 不得因仅提及 GitHub、issue、worktree、git 等词而自动套用；须以用户主动调用本工作流为准。

• Git Commit And Push

  by @TencentBlueKing

  通过 BK-CI 仓库约定安全执行本地提交与远端推送，例如根据当前变更生成一句简短提交内容、先展示给用户确认、确认后再 `git commit`，并默认推送到个人 fork 远端而不是主仓库。 当用户要求“帮我 commit / push / 提交并推送代码 / 发到远端”时优先使用。

• Changelog Release Notes

  by @TencentBlueKing

  BK-CI 发版 Changelog 增量处理：仅针对本次新增版本块生成「变更概述」并写回中文文件， 再将该增量版本翻译到英文 CHANGELOG。当用户提到发版摘要、变更概述、CHANGELOG 翻译、 中英文 changelog、vX.Y.Z-rc、补充概述、同步英文日志时使用。

• Backend Microservice Development

  by @TencentBlueKing

  编写 BK-CI 后端微服务代码时使用，例如新增 Resource、组织 API/Service/DAO 分层、依赖注入、服务归属判断和 Spring Boot 开发约定。当用户要做 Kotlin/Java 后端开发时优先使用。

• Git Commit Specification

  by @TencentBlueKing

  编写 BK-CI Git 提交信息和整理提交边界时使用，例如选择 commit type、撰写 commit message、判断是否拆分提交和准备 PR 前自检。当用户要提交代码而不是讨论实现细节时优先使用。

• Go Agent Development

  by @TencentBlueKing

  编写 BK-CI Go Agent 代码时使用，例如 Agent API 调用、任务处理、并发模式、错误处理、日志记录和宿主侧工具开发。当用户要写 Go 构建机侧代码而不是后端 Kotlin 服务时优先使用。

• Webf Api Compatibility

  by @openwebf

  Check Web API and CSS feature compatibility in WebF - determine what JavaScript APIs, DOM methods, CSS properties, and layout modes are supported. Use when planning features, debugging why APIs don't work, or finding…

• Webf Native Ui Dev

  by @openwebf

  Develop custom native UI libraries based on Flutter widgets for WebF. Create reusable component libraries that wrap Flutter widgets as web-accessible custom elements. Use when building UI libraries, wrapping Flutter packages, or…

• Webf Routing Setup

  by @openwebf

  Setup hybrid routing with native screen transitions in WebF - configure navigation using WebF routing instead of SPA routing. Use when setting up navigation, implementing multi-screen apps, or when react-router-dom/vue-router…

• Webf Async Rendering

  by @openwebf

  Understand and work with WebF's async rendering model - handle onscreen/offscreen events and element measurements correctly. Use when getBoundingClientRect returns zeros, computed styles are incorrect, measurements fail, or…