Software Development AI agent skills

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

• Loki Mode

  by @asklokesh

  Launch Loki Mode autonomous SDLC agent. Handles PRD-to-deployment with minimal human intervention. Invoke for multi-phase development tasks, bug fixing campaigns, or full product builds.

• Create Ex

  by @titanwings

  从微信聊天记录创建前任的数字人格 Skill

• Create Adapter

  by @marcus

  Create conversation adapters for importing AI chat history from different tools (Claude Code, Cursor, Warp, Codex, etc.). Covers the adapter.Adapter interface, caching strategies, incremental parsing, watch/FD management, and…

• Create Plugin

  by @marcus

  Create new sidecar plugins implementing the plugin.Plugin interface, rendering views with Bubble Tea, handling keyboard input via keymap contexts, and integrating with the app shell (footer hints, event bus, adapters). Use when…

• Project Switching

  by @marcus

  Project switching implementation in sidecar: project discovery, state management, UI flow, modal rendering, filtering, theme preview, and plugin reinitialization. Use when working on the project switcher feature, project…

• Sidecar Website

  by @marcus

  Writing and maintaining the Sidecar Docusaurus documentation site, including page structure, doc authoring, blog posts, styling, images, and deployment workflow. Use when writing documentation, updating the docs site, adding…

• Port Herdr Integration

  by @marcus

  Port one Herdr provider integration into Sidecar: read the sync report to see which provider moved, pick the port shape, keep the provider half verbatim and swap the transport half, register the adapter everywhere it has to…

• Inline Editor

  by @marcus

  Inline text editing implementation within the file browser preview pane using tmux PTY backend, cursor movement, text manipulation, and editor state management. Covers entry/exit lifecycle, dimension calculations, confirmation…

• Worktree Switching

  by @marcus

  Git worktree support in sidecar: worktree detection, switching between worktrees, worktree state management, and plugin reinitialization. Covers the full lifecycle of worktree context switching including registry reinit,…

• Merge Strategy

  by @marcus

  Git merge strategies, conflict resolution approaches, merge vs rebase recommendations, and branch integration patterns in sidecar. Covers pull strategy menu, direct merge workflow, squash merge, commit message templates,…

• Profile Memory

  by @marcus

  Profile memory usage in sidecar using Go pprof, system tools, and heap analysis. Covers identifying memory leaks, goroutine leaks, file descriptor accumulation, and CPU profiling. Use when investigating memory issues, profiling…

• Create Prompt

  by @marcus

  Create prompts for sidecar workspaces. Covers prompt structure (name, ticketMode, body), template variables (ticket with fallbacks), config file locations (global vs project), and scope overrides. Use when creating or modifying…

• Release Sidecar

  by @marcus

  Release new versions of sidecar. Covers version tagging with semver, td dependency updates, go.mod validation, CHANGELOG updates, GoReleaser automation, Homebrew tap updates, and verification steps. Use when preparing or…

• Mobile Automation

  by @K9i-0

  FlutterアプリのUI動作をシミュレーターで検証する、またはBridgeとのE2Eを確認するときに使う。

• Submit Store Review

  by @K9i-0

  既存の安定ビルドをApp Store / Google Playの審査へ提出・再提出する。新規ビルドはrelease-appを使う。

• Aholo Examples

  by @manycoretech

  Work on Aholo Viewer example content pairs under website/src/content/examples. Use for creating, modifying, reviewing, or validating example *.json metadata and *.ts runners, Playground presets derived from examples, home-only…

• Aholo Docs

  by @manycoretech

  Work on Aholo Viewer documentation and product writing. Use for README, AGENTS.md, docs/architecture.md, docs/ai/vibe-coding-guide.md, manual pages, API documentation flow, bilingual copy, release-readiness notes, and AI…

• Web Preview

  by @K9i-0

  Flutter Web版をビルドしてユーザーにプレビューURLを案内する。playwright-cliでアクセス確認も行う。

• Release Card

  by @K9i-0

  ccpocketのX向けリリース告知カード画像を生成・更新するときに使う。

• Release Bridge

  by @K9i-0

  Bridge Server のリリース（バージョンbump + CHANGELOG + タグ → GH Actions で npm publish）

• Test Bridge

  by @K9i-0

  Bridge Server (TypeScript) のテスト実行・型チェック・テスト記述ガイド

• Release App

  by @K9i-0

  ccpocketアプリのバージョン更新と、指定プラットフォーム向けリリースを行う。

• Self Review

  by @K9i-0

  コード変更のレビュー依頼、またはリスクのある変更に独立レビューが必要なときに使う。

• Release Kotlin Library

  by @chrisbanes

  Use when preparing, publishing, or checking readiness for a Kotlin library release, including verifying its gradle-maven-publish-plugin prerequisite, reconciling changelogs and API snapshots, and checking publication.

• Implement With Subagents

  by @chrisbanes

  Use when implementing supplied tickets or plan tasks through worker-owned bounded implementation and lead integration, or when reviewing that orchestration.

• Gradle Run

  by @chrisbanes

  Use when planning to execute Gradle through `gradle`, `./gradlew`, or a custom `gradlew*` wrapper script, or diagnosing a Gradle build, compact workflow ledger, repeated failure fingerprint, check, test, lint, warning, or…

• Compose Performance

  by @chrisbanes

  Use when investigating Jetpack Compose recomposition cost, compiler stability reports, skippability, unstable parameters, frame-rate State reads, cross-phase snapshot back-writing, or @ReadOnlyComposable contracts.

• Shepherd

  by @chrisbanes

  Use when asked to shepherd, babysit, monitor, or poll open pull requests or merge requests, including triaging review feedback, CI failures, and routine follow-up.

• Kotlin Api Design

  by @chrisbanes

  Use when designing or reviewing Kotlin function ownership, member or extension functions, factories, single-field domain types, value classes, data classes, Kotlin Multiplatform expect/actual declarations, or platform service…

• Kotlin Control Flow

  by @chrisbanes

  Use when writing or reviewing Kotlin branching and control flow: when expressions, guard conditions, sealed type exhaustiveness, smart casts, nullable branching, early returns, or replacing complex if/else chains.

• Code Review

  by @vstorm-co

  Review Python code for quality, security, and best practices

• Contributing

  by @Dpro-at

  Use when contributing to Tel-Agent - picking an issue to work on, setting up the repository for the first time, starting or finishing a task, opening a pull request, or asking "what can I work on" / "how do I start" / "is my…

• Build And Compile

  by @vstorm-co

  Building, compiling, and resolving dependency issues across languages

• Performant Code

  by @vstorm-co

  Writing efficient code that handles large data and tight constraints

• Environment Discovery

  by @vstorm-co

  Systematic exploration of unknown environments before starting work

• Git Workflow

  by @vstorm-co

  Git operations: commits, branches, PRs, and conflict resolution

• Verification Strategy

  by @vstorm-co

  Thorough verification of completed work before declaring done

• Refactor

  by @vstorm-co

  Refactor code to improve structure and maintainability

• Systematic Debugging

  by @vstorm-co

  Systematic approach to diagnosing and fixing errors

• Kotlin Tooling Java To Kotlin

  by @Kotlin

  Use when converting Java source files to idiomatic Kotlin, when user mentions "java to kotlin", "j2k", "convert java", "migrate java to kotlin", or when working with .java files that need to become .kt files. Handles…

• Kotlin Tooling Agp9 Migration

  by @Kotlin

  Migrates Kotlin Multiplatform (KMP) projects to Android Gradle Plugin 9.0+. Handles plugin replacement (com.android.kotlin.multiplatform.library), module splitting, DSL migration, and the new default project structure. Use when…

• Kotlin Tooling Native Build Performance

  by @Kotlin

  Diagnoses and fixes slow Kotlin/Native compilation and linking in Kotlin Multiplatform projects that target iOS. Use when the user reports slow iOS or shared-framework builds, long linkDebug*/linkRelease* or XCFramework tasks,…

• Kotlin Tooling Kotlin Toolchain

  by @Kotlin

  Load when building, running, testing, packaging, linting, or configuring a Kotlin/Java project with the Kotlin Toolchain (JetBrains' unified CLI, formerly Amper), when scaffolding a new or greenfield Kotlin project, or when the…

• Kotlin Tooling Gradle To Kotlin Toolchain Project

  by @Kotlin

  Load when migrating or converting an entire Gradle Kotlin project (build.gradle(.kts), wrapper, libs.versions.toml, buildSrc) to the Kotlin Toolchain, including rewriting CI and replacing Gradle plugins that have no native…

• Kotlin Tooling Gradle To Kotlin Toolchain Plugin

  by @Kotlin

  Load when porting, converting, or reimplementing a single Gradle plugin as a Kotlin Toolchain local plugin, or when mapping Gradle plugin concepts (Task, Extension, project.version, dependsOn, -P properties, afterEvaluate) to…

• Kotlin Tooling Immutable Collections 0 5 X Migration

  by @Kotlin

  Migrate Kotlin (and Java) code from kotlinx.collections.immutable 0.3.x / 0.4.x to the latest 0.5.x. The 0.5.x line renames every copy-returning method on PersistentList / PersistentMap / PersistentSet / PersistentCollection to…

• Kotlin Backend Jpa Entity Mapping

  by @Kotlin

  Model Kotlin persistence code correctly for Spring Data JPA and Hibernate. Covers entity design, identity and equality, uniqueness constraints, relationships, fetch plans, and common ORM (Object-Relational Mapping) traps…

• Distill Protocol

  by @agenmod

  蒸馏协议：为个人数字资料生成人类可读条款与机器可读 manifest；戏称「牛马保护法」仅为传播梗，非法律意见。

• Steamer

  by @agenmod

  蒸笼：蒸馏任何人的叙事入口——对齐数字永生引擎，强调生活化「蒸」与公开方法论顾问场景；委托上级 kit/personas 执行。

• Vibe Security

  by @raroque

  Audits codebases for common security vulnerabilities that AI coding assistants introduce in "vibe-coded" applications. Checks for exposed API keys, broken access control (Supabase RLS, Firebase rules), missing auth validation,…

• Agentforce Generate

  by @forcedotcom

  Build, modify, audit, repair, optimize, debug, and deploy agents with Agentforce Agent Script. TRIGGER when: user creates, reviews, or changes .agent files or aiAuthoringBundle metadata; asks to fix AgentScript, audit an…

• Agentforce Architecture Analyze

  by @forcedotcom

  Declared architecture snapshot for one Agentforce agent: planner, topics, actions, flows, Apex, prompt templates, and NGA plugins. Renders a human-readable architecture document and Mermaid invocation graph from design-time…

• Agentforce Test

  by @forcedotcom

  Write, run, and analyze structured test suites for Agentforce agents — functional AND security. TRIGGER when: user writes or modifies test spec YAML (AiEvaluationDefinition); runs sf agent test create, run, run-eval, or results…

• Agentforce Observe

  by @forcedotcom

  Analyze production Agentforce agent behavior using session traces and Data Cloud, and manage Agent Health Monitoring (AHM) alerts. TRIGGER when: user queries STDM session data or Data Cloud trace records; investigates production…

• Create 2d Physics

  by @Unity-Technologies

  Creates and fixes Unity 2D physics in both systems, 2D Physics Core and the legacy Rigidbody 2D system, for any 2D physics question even if neither is named. Not for 3D physics.

• Agent Deck

  by @asheshgoplani

  agent-deck, the terminal session manager for AI coding agents. Use when the user mentions "agent-deck", "session", "sub-agent", "MCP attach", or "git worktree", or needs to create, start, message, read, fork, restart, or…

• Autocad Automation

  by @wzyn20051216

  AutoCAD 自动化技能。用于让 Codex/Claude 在 Windows 上通过 Python COM/ActiveX 直连本机 AutoCAD 进行二维绘图、图层/文字/标注/块处理、DWG/DXF/PDF 导出、批量修改、工程图自检，以及在 COM 不足时切换到 AutoLISP/SCR 或 AutoCAD .NET 插件路线；当用户提到…

• Solidworks Fillet Chamfer Cnc

  by @wzyn20051216

  SolidWorks CNC 零件的多圆角/倒角自动化子技能。用于安装座、连接块、支架、沉孔板等模型的参数预检、语义选边、多控制点可变半径、face/full-round/setback、G2 曲面组合、宽度-宽度倒角、角度倒角、孔口倒角、CNC 友好口袋、有界降级和重建证据。

• Solidworks Threaded Holes

  by @wzyn20051216

  SolidWorks ISO 公制内螺纹孔自动化子技能。用于创建和审查 M3-M12 粗牙或用户明确底孔的自定义公制内螺纹，覆盖攻丝底孔、盲孔/贯穿孔、孔口倒角、右旋/左旋、ThreadFeatureData/CosmeticThread 降级和交付证据。用户要求 Hole Wizard、修改现有零件、外螺纹、英制/管螺纹或显式牙型时也应读取本技能，但这些能力必须按路线图标为 pilot 或人工复核，不得宣称已稳定实现。

• Fleet

  by @asheshgoplani

  Fan out a fleet of independent agent-deck child sessions from inside a session and check their progress non-blockingly. Use when the user wants to "launch several/N sessions", "fan out", "run agents in parallel", "spin up a…

• Vercel React Best Practices

  by @jarrodwatts

  React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks…

• Deeplabcut

  by @NeuroAIHub

  Toolbox for markerless animal pose estimation with DeepLabCut. Covers single/multi-animal tracking, SuperAnimal pretrained models, 2D/3D pose estimation, keypoint labeling GUI, model training/evaluation, video analysis, and…

• Repo To Skill

  by @NeuroAIHub

  Convert a GitHub repository or local codebase into a well-structured Claude Code skill with progressive disclosure. Use this skill whenever the user provides a GitHub URL or local repo path and asks to turn it into a skill,…

• Contribute Skills Via Pr

  by @NeuroAIHub

  Step-by-step guidance for contributing a new skill to the NeuroAIHub/awesome_cognitive_and_neuroscience_skills repository via GitHub Pull Request, including SKILL.md format requirements, quality rules, and PR checklist

• Share Usage

  by @NeuroAIHub

  Generate and share anonymized skill usage statistics to help the community understand which skills are most valuable

• Project Init

  by @doccker

  结构化新项目初始化工作流，适用于显式 project-init、仓库开荒、生成项目级 AGENTS.md 或按技术栈落基础脚手架文件的场景；不负责替用户无差别覆盖现有配置。

• Project Scan

  by @doccker

  扫描当前仓库并生成或更新项目级 AGENTS.md / README.md / 全套脚手架文件（restart.sh、ignore、Dockerfile、docker-compose），适用于显式 project-scan、项目认知初始化或刷新项目级 Codex 上下文的场景。

• Cc Rust Dev

  by @doccker

  Rust 开发规范（Axum + Tokio 后端栈），适用于 Rust 源码、模块组织、错误处理、异步编程和测试相关任务；不负责 review、debug 或运维流程。

• Requirement

  by @doccker

  结构化需求分析工作流，适用于显式 requirement doc 与 interrogate 场景；不负责技术设计、bug 修复或正式代码审查。

• Design

  by @doccker

  结构化技术设计工作流，适用于显式 design doc 或 checklist 生成；不负责需求盘问、bug 修复或正式代码审查。

• Cc Python Dev

  by @doccker

  Python 开发规范，适用于类型注解、验证模型、pytest 和 uv 工具链；不负责 review、debug 或运维流程。

• Cc Review

  by @doccker

  结构化代码审查工作流，适用于显式 quick/full/security review；不负责普通实现或 bug 修复流程。

• Cc Go Dev

  by @doccker

  Go 开发规范，适用于 Go 源码、包结构、错误处理、并发和测试相关任务；不负责 review、debug 或运维流程。

• Cc Size Check

  by @doccker

  Review changed code for reuse, quality, and efficiency, then fix any issues found. Also scans project files for size limit violations.

• Cc Fix

  by @doccker

  结构化 bug 修复工作流，适用于显式 fix 或 debug 场景；不负责语言规范、正式 review 或运维审批。

• Cc Core Defensive

  by @doccker

  通用防御性编码规范，适用于跨语言代码修改中的最小改动、真实边界处理、定向验证，以及约束假想风险驱动的过度兜底或抽象；不负责语言细节、正式 review 或结构化 debug。

• Cc Bash Style

  by @doccker

  Bash、Shell、Dockerfile、Makefile 与命令片段规范，适用于脚本修改、命令编写和文档中的 shell 示例；不负责运维审批策略。

• Cc Frontend Dev

  by @doccker

  前端开发规范，包含 Vue 3 编码规范、UI 风格约束、TypeScript 规范等

• Cc Code Quality Principles

  by @doccker

  当编写新模块、设计接口、重构代码或代码审查时触发。提供经典模块化六原则检查清单（大小适中/调用深度/扇入扇出/边界清晰/作用域内聚/可预测性），适用于 PR/Review/新模块设计场景。

• Cc Commit Msg

  by @doccker

  结构化 git commit message 生成工作流，适用于显式 commit message、提交说明或 commit-msg 场景；不负责实际执行 git commit。

• Cc Task State

  by @doccker

  任务状态沉淀与恢复工作流，适用于补记进展、记录未开始需求、标记被打断或阻塞、整理恢复入口与下一步场景；通过项目内 .codex/tasks/ 持久化任务状态。

• Frontend Dev

  by @doccker

  前端开发规范，包含 Vue 3 编码规范、UI 风格约束、TypeScript 规范等

• Cc Streaming Export Safety

  by @doccker

  当实现用户驱动的大文件导出或批量序列化（Excel/CSV/JSON/JSONL/PDF，数据量未知或超过 1 万行/10 MB）时触发；普通小文件下载、静态资源下载、非导出 Writer/Report 类不触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程和表格公式注入。

• Code Quality Principles

  by @doccker

  当编写新模块、设计接口、重构代码或代码审查时触发。提供经典模块化六原则检查清单（大小适中/调用深度/扇入扇出/边界清晰/作用域内聚/可预测性），适用于 PR/Review/新模块设计场景。

• Cc Status

  by @doccker

  结构化 Codex 配置与任务状态检查工作流，适用于显式 status、配置诊断、同步结果核对或任务盘点场景；聚焦 Codex 配置与项目内 .codex 任务状态。

• Cc Query Performance Safety

  by @doccker

  当代码涉及循环内查询、批量 ID 查询、IN 子句、BFS/递归遍历、嵌套 service 调用时触发。防止 N+1 查询、IN 子句过长、递归内存炸裂等性能陷阱。

• Rust Dev

  by @doccker

  Rust 开发规范（聚焦 Axum + Tokio 后端栈），覆盖工具链、错误处理、异步陷阱、模块组织、依赖管理与测试规范

• Cc Refactor Safety

  by @doccker

  当用户要求重构代码（提取组件、合并重复逻辑、重命名变量、优化结构）时触发。提供重构安全检查清单，防止丢失原始上下文。

• Go Dev

  by @doccker

  Go 开发规范，包含命名约定、错误处理、并发编程、测试规范等

• Cc Api Proxy Safety

  by @doccker

  网关/代理/WAF/CDN 中间件响应判定与关键词匹配安全规范。适用于 proxy/gateway/waf/cdn/nginx/openresty/rewrite/redirect 等代码,防止把正常长正文中的 Cloudflare、502、bad gateway、error 等技术术语误判为上游错误。

• Cc Async Task Pattern

  by @doccker

  当 API/任务可能执行超过 10 秒（批量数据处理、远程 API 批量调用、全表扫描、跨租户聚合）时触发。防止同步接口被网关 30s 超时切断、用户重复点击触发并发、状态缓存内存泄漏等问题。提供异步任务状态机标准模板。

• Cc Redis Safety

  by @doccker

  当用户操作 Redis 相关代码（go-redis、Jedis、redis-py、ioredis）时触发。涵盖禁止 KEYS 命令、SCAN 替代、大 key 控制、Pipeline 批量、TTL 规范等安全与性能要点。

• Streaming Export Safety

  by @doccker

  当代码涉及 Excel/CSV/JSON/PDF 大文件导出、批量序列化、内存里构建大对象时触发。防止 OOM、临时文件残留、同步导出阻塞 HTTP 线程等内存安全陷阱。

• Multi Tenant Safety

  by @doccker

  当代码涉及多租户隔离（TenantContext、tenantId、租户拦截器/过滤器、X-Tenant-Code）时触发。防止租户越权访问、数据串租户等安全问题。

• Query Performance Safety

  by @doccker

  当代码涉及循环内查询、批量 ID 查询、IN 子句、BFS/递归遍历、嵌套 service 调用时触发。防止 N+1 查询、IN 子句过长、递归内存炸裂等性能陷阱。

• Refactor Safety

  by @doccker

  当用户要求重构代码（提取组件、合并重复逻辑、重命名变量、优化结构）时触发。提供重构安全检查清单，防止丢失原始上下文。

• Cc Field Mapping Safety

  by @doccker

  当重构涉及字段映射（dataIndex、枚举映射、类型转换）时触发。防止字段名推测错误，确保字段映射的正确性。

• Cc Multi Tenant Safety

  by @doccker

  多租户隔离安全检查，防止租户越权访问和数据串租户。

• Quality Assurance Auditor

  by @zhnnky329

  Perform the final submission-level audit of mathematical-modeling workflow integrity, evidence quality, anti-fabrication, paper coherence, figures, references, and contest readiness after consistency and completeness audits pass.

• Workflow Orchestrator

  by @zhnnky329

  Inspect a mathematical-modeling workspace, evaluate lean or submission gates per subquestion, update machine-readable manifests, classify change impact, and route one next action without duplicating downstream work.