Software Development AI agent skills

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

• Ai Sdk 5

  by @Gentleman-Programming

  Vercel AI SDK 5 patterns. Trigger: When building AI chat features - breaking changes from v4.

• Zustand 5

  by @Gentleman-Programming

  Zustand 5 state management patterns. Trigger: When managing React state with Zustand.

• World Cup Predictor

  by @mikobinbin

  世界杯冠军预测系统 — 基于球员成长周期模型、球队Elo评分、玄学因子的综合预测框架。预测2026年美加墨世界杯冠军，同时输出球队排行榜、球员系数矩阵、可视化看板。

• Robocorp Automation

  by @robocorp

  Bootstrap from an empty folder or build, debug, locally run, and validate Python automations built with Robocorp or Sema4.ai tooling, robocorp.tasks, rcc, robocorp-browser, and RPA Framework. Use when starting or changing a…

• Intent Router

  by @angel291592

  Converges an underspecified request into a typed IntentSpec before planning or acting. Use when the user asks to implement, add, change, refactor, fix, migrate, configure, handle, triage, sort out, look into or decide something…

• Developing Genkit Dart

  by @evanca

  Use when building AI agents in Dart, implementing Genkit flows or tools, integrating LLMs into Dart or Flutter applications, or using Genkit Dart plugins.

• Flutter Best Practices

  by @evanca

  Use when writing, reviewing, refactoring, or planning Flutter/Dart code — screens, features, project structure, state management, folders, widgets, cubits/blocs, repositories, services, or tests.

• Generate Images With Firebase Ai

  by @evanca

  Use when generating or editing images from Flutter/Dart with Firebase AI Logic and a Gemini image model (Nano Banana), making the first call work, choosing Gemini Developer API vs Vertex AI, hitting quota, billing or App Check…

• Inclusive Design

  by @evanca

  Use when working on inclusion, i18n/localization, global name/address forms, low-end devices, slow/metered networks, affordability, or first-time/low-confidence users; not WCAG/screen readers (see accessibility).

• Code Review

  by @evanca

  Use when asked to review a PR, MR, branch, or diff, audit changed files, or check code quality.

• Livewire Development

  by @spatie

  Develops reactive Livewire 4 components. Activates when creating, updating, or modifying Livewire components; working with wire:model, wire:click, wire:loading, or any wire: directives; adding real-time updates, loading states,…

• Revenuecat Testing

  by @evanca

  Use when testing RevenueCat purchases/subscriptions, setting up sandbox testing, debugging a purchase/restore/trial, verifying entitlements or events, or writing an IAP QA plan.

• Api Doc Generator

  by @JackyST0

  Generate API documentation from source code, supporting REST APIs, GraphQL, and various documentation formats.

• Unit Test Generator

  by @JackyST0

  Automatically generate unit tests based on source code, supporting multiple languages and testing frameworks.

• Debug Helper

  by @JackyST0

  Help debug code by analyzing error messages, identifying root causes, and providing fix suggestions.

• Pest Testing

  by @spatie

  Tests applications using the Pest 4 PHP framework. Activates when writing tests, creating unit or feature tests, adding assertions, testing Livewire components, browser testing, debugging test failures, working with datasets or…

• Bloc

  by @evanca

  Use when creating a Cubit or Bloc, modeling state with sealed classes or status enums, wiring BlocBuilder/BlocListener/BlocProvider, writing bloc tests, or choosing between Cubit and Bloc.

• Firebase Cloud Firestore

  by @evanca

  Use when setting up Firestore, designing schemas, doing CRUD, creating listeners, paginating queries, configuring indexes, enabling offline persistence, or writing security rules.

• Firebase Cloud Functions

  by @evanca

  Use when calling callable functions (httpsCallable), passing data to server-side logic, handling function errors/timeouts, configuring regions, or testing with the Emulator Suite.

• Flutter App Architecture

  by @evanca

  Use when scaffolding a project, refactoring into layers, creating view models/repositories, configuring dependency injection, or implementing unidirectional data flow (MVVM).

• Dart 3 Updates

  by @evanca

  Use when writing switch statements, refactoring if-else chains, creating data classes, choosing records vs classes, destructuring values, or modernizing pre-Dart-3 code.

• Architecture Feature First

  by @evanca

  Use when creating a feature, designing folder structure, adding repositories/services/view models, wiring dependency injection, or deciding which layer owns logic.

• Firebase Crashlytics

  by @evanca

  Use when implementing crash reporting, capturing fatal/non-fatal errors, recording isolate/async exceptions, customizing reports, or uploading obfuscated symbols.

• Firebase App Check

  by @evanca

  Use when implementing app attestation, configuring App Check providers, setting up debug tokens, enabling backend enforcement, or managing token refresh.

• Riverpod

  by @evanca

  Use when setting up providers, combining requests, managing state disposal, passing arguments, performing side effects, or testing providers (Riverpod).

• Mockito

  by @evanca

  Use when generating mocks, stubbing methods, verifying interactions, capturing arguments, or choosing between mocks, fakes, and real objects (Mockito).

• Firebase Remote Config

  by @evanca

  Use when implementing feature flags, running A/B tests, setting parameter defaults, fetching/activating config, or enabling real-time config updates.

• Flutter Errors

  by @evanca

  Use when hitting layout errors (RenderFlex overflow, unbounded constraints, RenderBox not laid out), scroll errors, or setState-during-build errors.

• Provider

  by @evanca

  Use when setting up providers, consuming state, optimizing rebuilds, using ProxyProvider, or migrating from deprecated providers (Provider package).

• Flutterfire Configure

  by @evanca

  Use when adding Firebase to a Flutter project, running flutterfire configure, initializing Firebase in main.dart, or configuring multiple flavors.

• Effective Dart

  by @evanca

  Use when writing Dart code, reviewing for style, refactoring naming, adding doc comments, structuring imports, or enforcing type annotations.

• Code Review

  by @JackyST0

  Smart code review skill that helps review code quality, identify potential issues, and provide improvement suggestions.

• Git Commit

  by @JackyST0

  Git commit message generator that creates conventional commit messages based on code changes.

• AINL

  by @sbhooley

  Deterministic compiled graphs for ZeroClaw (importer, runtime, MCP tools)

• Chisle Audit

  by @JayPokale

  One-shot efficiency audit of a file, diff, or whole repo across BOTH axes at once: over-engineered code (reinvented stdlib, needless abstractions, speculative config) AND bloated prose (verbose comments, padded docstrings,…

• Chisle Review

  by @JayPokale

  Review a diff or file through the Chisle lens: flag over-engineering, speculative abstractions, reinvented stdlib, and verbose code that a lazier approach would shrink. One finding per line, no praise. Use when the user says…

• Chisle

  by @JayPokale

  Maximum-efficiency dev mode: terse zero-fluff prose + YAGNI/ladder-first code. Use when user says "chisle mode", "activate chisle", "chislify", "be efficient", "be minimal", "no fluff", "yagni", or invokes /chisle. Deactivate:…

• Swamp

  by @swamp-club

  Swamp CLI — create and run models, build and validate workflows, query and manage data, store and retrieve vault secrets, develop and publish extensions, initialize repos, run reports, file issues, and troubleshoot errors.…

• Issue Lifecycle

  by @swamp-club

  Drive the @swamp/issue-lifecycle model for interactive issue triage and plan iteration against swamp-club lab issues. Use when the user wants to triage a swamp-club issue, generate an implementation plan, or iterate on a plan…

• Html To Bento Slides

  by @mucsbr

  Convert an existing HTML/CSS/JavaScript slide presentation into an editable bento/slides .bento.html deck. Use when the source is an HTML file, folder, or live presentation and the user wants its slides, layout, assets,…

• Prowl Workflow

  by @onevcat

  Author, validate, run, and participate in Prowl Agent Workflows — the `prowl.workflow/v1` bundles that orchestrate several live coding agents (launch, message, loop on verdicts, collect outputs, run built-in or local script…

• Prowl Ui

  by @onevcat

  Explicitly inspect, operate, and iteratively improve the native Prowl Debug UI verification surface with agent-ctrl on macOS. Use only when the user asks to verify or drive Prowl UI behavior, especially Settings, sheets, menus,…

• Self Verify Prowl

  by @onevcat

  Explicitly verify Prowl changes end to end in a separate Prowl Debug instance with a dedicated PROWL_CLI_SOCKET. Use only when the user explicitly requests self-verify-prowl or asks to run end-to-end verification against Prowl…

• Ddd

  by @swamp-club

  Domain Driven Design guidance for TypeScript/Deno codebases. Apply when writing or modifying code to choose appropriate DDD building blocks (entities, value objects, aggregates, domain services, repositories) and maintain…

• Github Pr

  by @swamp-club

  Create and manage GitHub pull requests. Supports both jujutsu (jj) and git version control. Use when submitting PRs, checking PR status, fixing review feedback, or merging PRs. Triggers on "submit pr", "create pr", "check pr",…

• Terminal Output

  by @swamp-club

  Terminal output design system for swamp CLI commands. Use when creating or modifying any CLI command output, render function, or presentation layer code. Ensures consistent formatting, coloring, and structure across all swamp…

• Database Query

  by @EXboys

  通过 Evotown Database MCP Proxy 对已注册的业务数据库执行只读 SQL 查询。当用户需要查 CRM、订单、报表等结构化数据时使用；禁止直连数据库或写入 SQL。

• Http Request

  by @EXboys

  发起 HTTP 网络请求，支持 GET、POST、PUT、DELETE、PATCH 方法。当用户需要调用 API、获取网页内容、发送数据到服务器时使用。

• Prowl Cli

  by @onevcat

  Use the Prowl CLI (`prowl`) to inspect or control a running Prowl GUI app and the agent sessions it hosts. Prowl runs several coding agents in parallel, each in its own pane/tab/worktree, so reach for this whenever the user…

• Run Benchmark

  by @onevcat

  Run Prowl's performance benchmark layers for the current branch or a release, compare against recorded baselines, and write a persistent local report. Use only when the user explicitly invokes run-benchmark or explicitly asks to…

• Sync L10n

  by @onevcat

  Bring the app string catalog in step with the code at release time - translate new UI copy with the project glossary, remove catalog entries that no code uses, and triage string literals that look like unlocalized UI copy into…

• Write Ai Doc

  by @onevcat

  Create and maintain curated docs-ai/ records for substantial features and non-trivial, decision-shaping fixes (numbered entries with 000-plan.md before implementation and 001-action.md after). Do not use for reviews, audits,…

• Sync Docs

  by @onevcat

  Keep the agent-facing manual under docs/ in sync with the implementation. Diff-driven from a committed commit baseline; makes conservative, minimal edits only where the code has actually changed user-facing behavior. Run on…

• Jujutsu

  by @swamp-club

  Track changes, rebase modifications, resolve conflicts, and manage bookmarks with Jujutsu (jj). Use when committing changes, navigating history, squashing/splitting commits, or pushing to Git remotes.

• Check Upstream Changes

  by @onevcat

  Check upstream (supabitapp/supacode) for new changes since the last reviewed baseline.

• Release

  by @onevcat

  Build, sign, notarize, and publish a Prowl release.

• Humanities Thesis

  by @ganzhi-black

  人文社科论文写作全流程指导。适用于文学、历史、哲学、社会学、传播学、新闻学、文化研究等领域的中文学术论文。当用户提到"论文""写论文""选题""文献综述""论文修改""论文结构""摘要翻译""帮我查文献""参考文献格式""论文没有新意""理论和文本脱节""章节之间缺乏逻辑""帮我检查论文""摘要翻译成英文""投稿准备""脚注格式"等场景时触发。覆盖从选题到投稿的全流程，包含防幻觉规则、学术数据库搜索、21条文本评估规则。

• Firecrawl Developer Index

  by @firecrawl

  Search an index of public repositories, GitHub issues, merged pull requests, repository READMEs, and curated documentation sites. Use when a programming question needs external documentation or upstream evidence.

• Firecrawl Download

  by @firecrawl

  Save a site or section as local files (markdown, screenshots). Use for "download the site", offline docs, or a local copy for reference.

• Light Experiment Coding

  by @Light0305

  Light 科研主线 stage 6：把冻结的 question/estimand、experiment matrix、pre-registration 与 data lineage 落成最小可运行、测试先行、无泄漏、可复现且能交给 result-analysis 的实验代码。用于实现或复现训练/预处理/评测， 设计 gold/property/metamorphic 测试，控制 Python/NumPy/框架/CUDA/DataLoader…

• Light Paper Writing

  by @Light0305

  Light 科研主线第 8 步·论文写作：围绕「如何让审稿人相信值得发表」组织，初稿→审稿人视角循环打磨； 每个 claim 都有证据、措辞强度匹配证据强度、绝不过度宣称。何时用：实验+分析做完要写论文 / 写/改摘要·引言· 贡献句·结论 / 担心「claim 无证据 或 措辞夸大」/ 要让贡献三处(摘要·引言·结论)一致 / 引言四段式(痛点→不足→ 洞察→贡献) / 要当审稿人自己挑一遍 / 论文初稿润色去 AI 腔/被动/语法。 触发词：写论文…

• Light Orchestrator

  by @Light0305

  Coordinate and recover multi-stage Light research projects through the canonical .light/passport.yaml state, stages 1-13, resident overlays, checkpoints, findings, parallel joins, stale propagation, handoffs and user-authorized…

• Light Result Analysis

  by @Light0305

  Light 科研主线第 7 步·结果分析：不描述好坏、解释「为什么」，把每条结论**绑死到 claim + 证据强度**，并防 p-hacking。 何时用：实验跑完要解读结果 / 问「这些数说明什么」/ 要做显著性检验 + 效应量 + 置信区间 + 多重比较校正 / 担心 p-hacking (多重比较不校正、选择性报告、HARKing) / 要给每条 claim 定证据强度供写作校准措辞 / 判结果支不支撑假设、可不可复现。 触发词：结果分析 /…

• Light Review Rebuttal

  by @Light0305

  Build auditable peer-review revision and author-response packages for Light stage 13. Use after receiving reviewer comments, a decision or meta-review; when drafting a rebuttal or response letter; when triaging major/minor…

• Light Typesetting

  by @Light0305

  Build and preflight submission-ready LaTeX/PDF artifacts for Light stage 11. Use when receiving a paper-writing manuscript, figure delivery, citation delivery.json/references.bib/citekey-audit.json, or a venue/template profile;…

• Light Research Plan

  by @Light0305

  Light 科研主线第 5 步·研究方案与实验设计：把 idea-critique 放行的 idea 与 data feasibility 拆成**能真执行、能写进论文、 能复现**的 question/estimand、实验矩阵与预注册包。何时用：idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECT_PLAN / 锁 primary outcome、排除/停止规则或…

• Light Memory Pm

  by @Light0305

  Light 项目运行时记忆与项目管理常驻技能:把"项目做到哪/定了啥/出到哪版/术语怎么统一/上次断哪" 落到每个项目自己的 .light/ 目录(项目卡 + 决策日志 + 版本史 + 受控术语表 + 跨会话交接卡), 复用 passport.py 引擎管 DAG 台账(不重造)。它是 consistency 事实源的归属方,定义一改即变更广播 回扫所有材料;是总控"会话开头自动汇报上次断哪"的记忆底座。何时用:长期/跨会话项目、需记住背景/进展/…

• Light System Design

  by @Light0305

  Design or modernize a software system from an evidence-backed current-state inventory through quality attributes, architecture options, API and schema contracts, migration/rollback plans, ADRs, and verification. Use for…

• Light Project Structure

  by @Light0305

  Audit, plan, scaffold, and safely migrate research project structures across greenfield, existing Git/non-Git repositories, and monorepo subroots. Use for project folders, repository cleanup, source inventory, move maps, naming…

• Light Software Copyright

  by @Light0305

  Prepare China software copyright registration material drafts from a real software project: application-field worksheet, source-code deposit material, user/operation manual, screenshots when needed, consistency checks and local…

• Plugin Builder

  by @AIDotNet

  Author, package, and debug NextCoWork plugins — the single entry point. Covers the manifest (package.json) and the permission model with per-call capability gates, every contribution point (commands, menus, keybindings, custom…

• Skills Creator

  by @AIDotNet

  Create, install, validate, update, and diagnose NextCoWork Skills. Use when authoring a SKILL.md package, installing a global or workspace Skill, packaging a Skill ZIP, or fixing Skill discovery, activation, or diagnostics.

• Modsearch

  by @liustack

  Plug-in web search, X (Twitter) search, and page fetch for models without native web access. Use whenever the task needs current information, external facts, source links, posts from X, or the content of a specific URL, and the…

• Codex Code Review

  by @PiLastDigit

  Iterative Codex CLI code review against an implementation plan

• Codex Ask

  by @PiLastDigit

  Ask Codex for a grounded second opinion on any question - advisory, not gating

• Codex Implement

  by @PiLastDigit

  Delegate implementation of a TRIP plan (or a scoped part of it) to Codex CLI

• TRIP Review

  by @PiLastDigit

  Review code following project standards (manual fallback/audit path)

• TRIP 3 Release

  by @PiLastDigit

  Release a completed implementation - version, code review promotion, changelogs, docs, commit, tag, ff-merge, push

• TRIP Init

  by @PiLastDigit

  Initialize TRIP workflow in a new project (creates docs structure and generates ARCHI.md)

• TRIP Hotfix

  by @PiLastDigit

  Urgent fix bypassing full TRIP workflow

• Zod

  by @pedronauck

  Zod schema validation best practices for type safety, parsing, and error handling. This skill should be used when defining z.object schemas, using z.string validations, safeParse, or z.infer. This skill does NOT cover React Hook…

• Sentry Cli

  by @pedronauck

  Guide for using the Sentry CLI to interact with Sentry from the command line. Use when the user asks about viewing issues, events, projects, organizations, making API calls, or authenticating with Sentry via CLI.

• Writing Tech Post

  by @pedronauck

  Write or edit engineering posts with supported claims. Use for drafts, rewrites, and publication reviews; excludes marketing pages, API references, release notes, and internal specs.

• Deep Review

  by @pedronauck

  Review branch diffs, working trees, or PRs in depth with defect, polish and cross-contract coverage. Includes incremental and spec-conformance reviews; excludes fixes, spec-document reviews and quick single-file feedback.

• Effect Ts

  by @pedronauck

  Expert guide for writing Effect-TS code, including project setup, core principles, data modeling with Schema, error handling, and the Context.Tag service pattern. Use when writing, refactoring, or analyzing TypeScript code using…

• Qa Report

  by @pedronauck

  Create or update living QA docs, journey/scenario plans, persona session charters, and the durable bug registry. qa-execution owns live sessions, browser evidence, and fix loops.

• Golang Master

  by @pedronauck

  Write or review production Go: errors, concurrency, context, types, generics, safety, tests, benchmarks, profiling, modernization, and module structure. Project/framework conventions and third-party API lookup have separate…

• Rust Best Practices

  by @pedronauck

  Write, review, refactor, or optimize Rust, including ownership, errors, Tokio, traits, tests, benchmarks, Clippy, and documentation. Excludes other languages and architecture unrelated to Rust idioms.

• Xstate Store

  by @pedronauck

  Build, test, integrate, or migrate XState Store v4: transitions, effects, schemas, selectors, atoms, extensions, React bindings, and fromStore. Excludes XState state-machine design, other stores, and Query server state.

• React

  by @pedronauck

  Build React 19 components and hooks under React Compiler: state, Effects, memoization, props/refs, Actions, use(), compiler/lint setup, and Vitest tests. Excludes React Native, other frameworks, and backend-only Node.js.

• Git Rebase

  by @pedronauck

  Rebase branches and resolve cross-commit conflicts while preserving changes. Excludes merge-commit workflows, cherry-picking, and repository setup.

• Centrifugo

  by @pedronauck

  Centrifugo real-time messaging server expert for WebSocket PUB/SUB, channel management, JWT authentication, event proxying, and horizontal scaling with Redis/NATS. Use when: centrifugo, centrifugal, real-time messaging,…

• Ship Pr

  by @pedronauck

  Deliver implementation-complete work with impact/docs checks, release notes, commits, and a PR; optionally watch CodeRabbit. Excludes unfinished checkpoints, draft-only PRs, merged-PR amendments, and release publication.

• Testing Boss

  by @pedronauck

  Author or review software tests and LLM/agent evals; choose test placement and mocks, diagnose flaky CI, or repair brittle suites. Excludes unrelated code review, debugging, CI design, and production observability.

• Ddd Master

  by @pedronauck

  Assess DDD fit; discover domains with EventStorming, define language and bounded contexts, and design aggregates, value objects, events, and repositories. Excludes architecture-only audits, product specs, and CQRS/Event Sourcing…

• Refactoring Analysis

  by @pedronauck

  Audit code quality and architectural health or plan refactoring using Fowler code smells and techniques; write prioritized findings to docs/_refacs/. Excludes formatting, performance, and security audits.

• Writing Skills

  by @pedronauck

  Create, refactor, or debug agent skills and their loading. Use writing-agents-md for AGENTS.md/CLAUDE.md; excludes general docs and READMEs.

• Tauri V2

  by @pedronauck

  Tauri v2+ cross-platform app development with Rust backend. Use when configuring tauri.conf.json, implementing Rust commands (#[tauri::command]), setting up IPC patterns (invoke, emit, channels), configuring…

• Tweetsmash Api

  by @pedronauck

  Integrate TweetSmash REST bookmark retrieval, filtering, pagination, and label management into scripts or tools. Excludes browser automation, other Twitter/X APIs, and marketing copy.

• Typescript Advanced

  by @pedronauck

  Implement advanced TypeScript types, reusable type utilities, and compile-time contracts with generics, conditional/mapped types, and template literals. Excludes basic syntax, JavaScript, and runtime validation.