Software Development AI agent skills

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

• Pwd4wifi

  by @CoderWanFeng

  生成 WiFi 密码字典列表。当用户提到 WiFi 密码字典、WiFi 破解字典、密码字典时使用。

• Txt2wordcloud

  by @CoderWanFeng

  根据文本文件生成词云图片，支持自定义背景色。当用户提到词云、生成词云、文字云、词频可视化时使用。

• Down4img

  by @CoderWanFeng

  从指定 URL 下载图片并保存到本地。当用户提到下载图片、抓图、图片下载、网络图片保存时使用。

• Qrcodetools

  by @CoderWanFeng

  根据 URL 生成对应的二维码图片。当用户提到生成二维码、做二维码、QR 码、生二维码时使用。

• Group By Name

  by @CoderWanFeng

  按文件名的规则将文件分组整理到不同目录。当用户提到按名称分组文件、整理文件、自动归类时使用。

• Image2gif

  by @CoderWanFeng

  将一组图像转换为 GIF 动图格式。当用户提到图片转 GIF、生成 GIF、动图制作时使用。

• Img2Cartoon

  by @CoderWanFeng

  通过百度 API 将图片转换为卡通风格。当用户提到卡通化、图片转卡通、卡通风、漫画风时使用。

• Lottery8ticket

  by @CoderWanFeng

  随机生成一组 8 位彩票号码。当用户提到生成彩票、随机号码、彩票机选、生成彩票号时使用。

• Transtools

  by @CoderWanFeng

  将内容从一种语言翻译为另一种语言。当用户提到翻译、中英互译、多语言翻译、自动翻译时使用。

• Pencil4img

  by @CoderWanFeng

  将输入的图片转换为铅笔画风格。当用户提到铅笔画、素描、画风转换、图片转素描时使用。

• Del Watermark

  by @CoderWanFeng

  从图片中删除水印并保存。当用户提到去水印、去除水印、消水印、清除图片水印时使用。

• Passwordtools

  by @CoderWanFeng

  生成指定长度的随机密码。当用户提到生成密码、随机密码、强密码、密码生成器时使用。

• File Name Add Postfix

  by @CoderWanFeng

  给文件名批量增加指定后缀。当用户提到加后缀、文件名后缀、批量加后缀时使用。

• File Name Add Prefix

  by @CoderWanFeng

  给文件名批量增加指定前缀。当用户提到加前缀、文件名前缀、批量加前缀时使用。

• File Name Insert Content

  by @CoderWanFeng

  在文件名中间指定位置插入字符。当用户提到文件名插入、重命名插入字符时使用。

• Weather

  by @CoderWanFeng

  获取当前天气信息。当用户提到查天气、天气查询、今天天气、当前天气时使用。

• Net Speed Test

  by @CoderWanFeng

  测试网络的上传和下载速度。当用户提到测网速、网速测试、宽带测速时使用。

• Github

  by @Team-Commonly

  Interact with GitHub (issues, PRs, repos, releases) using the `gh` CLI. Use when asked to read or write GitHub state — open an issue, fetch PR diff, comment, list runs, etc.

• Workthreads

  by @specstoryai

  SpecStory Workthreads - a weekly work-thread rollup across a team's repos from SpecStory coding histories (any agent - Claude Code, Codex, Cursor, Gemini, and more). It groups the window's sessions into threads of work per…

• Evaluating Trade Offs

  by @RefoundAI

  Help users navigate complex product decisions by weighing competing priorities and calculating long-term value. This skill covers build-vs-buy logic, technical debt evaluation, and communicating tradeoffs to senior leadership.

• Ai Assisted Prototyping

  by @RefoundAI

  Help users build functional product prototypes from natural language or visual mocks using AI coding tools. This skill enables product leaders to bypass engineering bottlenecks and validate ideas through hands-on building.

• Ai Product Strategy

  by @RefoundAI

  Help users decide where to apply AI effectively, manage the transition from deterministic to probabilistic software, and build long-term defensibility through verticalization and proprietary data.

• Product Taste

  by @RefoundAI

  Help users build a professional eye for quality, articulate the reasoning behind successful product paradigms, and develop the conviction to make high-stakes decisions before data is available.

• Giving Feedback

  by @RefoundAI

  Help users deliver high-impact feedback that drives behavior change while maintaining strong relationships and psychological safety through proven frameworks like GAIN and Radical Candor.

• Breaking Into Product

  by @RefoundAI

  Help users identify the most viable path into product management, assess their role fit, and execute a transition strategy through internal mobility, APM programs, or startup roles.

• Building With Ai Agents

  by @RefoundAI

  Help users master the transition from manual coding to managing AI-driven development workflows by focusing on high-level direction, parallel tasking, and rigorous automated review.

• Founder Sales

  by @RefoundAI

  Help users master the transition from product development to active selling by leveraging their unique status as founders to bridge the trust gap and define a scalable sales motion.

• Engineering Health

  by @RefoundAI

  Help users build a sustainable engineering culture by measuring health through frameworks like Core 4, managing technical debt as leverage, and optimizing workflows with AI tools.

• Evaluating Startup Ideas

  by @RefoundAI

  Help users distinguish between deceptive tarpit ideas and high-potential opportunities by applying rigorous frameworks for market timing, business math, and user demand.

• Customer Interviews

  by @RefoundAI

  Help users conduct high-impact customer interviews that move beyond surface-level feature requests to identify root emotional frustrations and specific causal triggers.

• Analyzing User Feedback

  by @RefoundAI

  Help users convert massive volumes of qualitative and quantitative feedback into high-confidence product decisions through rigorous synthesis and internal immersion.

• High Stakes Decisions

  by @RefoundAI

  Help users master the art of making high-stakes, irreversible decisions by using structured frameworks to reduce cognitive bias and maintain organizational momentum.

• Ai Evals

  by @RefoundAI

  Help users build robust infrastructure for measuring, monitoring, and iterating on AI product performance using human, code-based, and LLM-as-a-judge methodologies.

• Managing Up

  by @RefoundAI

  Help users master the art of proactive communication and alignment with their managers and founders to unlock autonomy, secure resources, and drive business impact.

• Executive Communication

  by @RefoundAI

  Help users master the high-stakes communication required to navigate executive reviews, board meetings, and strategic decision-making with clarity and confidence.

• Product Tool Stack

  by @RefoundAI

  Help users select, implement, and optimize a modern product tool stack that reduces operational friction and accelerates delivery cycles.

• Sast Jwt

  by @utkusen

  Detect insecure JWT (JSON Web Token) implementations in a codebase using a two-phase approach: first map all JWT issuance and verification sites to understand the token lifecycle and signing configuration, then check each…

• Sast Missingauth

  by @utkusen

  Detect missing authentication and broken function-level authorization vulnerabilities in a codebase using a three-phase approach: recon (map endpoints and the role/permission system), batched verify (check auth/authz in parallel…

• Sast Graphql

  by @utkusen

  Detect GraphQL injection vulnerabilities in a codebase using a three-phase approach: recon (confirm GraphQL usage and find unsafe operation document assembly sites), batched verify (trace user input to those sites in parallel…

• Sast Hardcodedsecrets

  by @utkusen

  Detect hardcoded sensitive data (API keys, access tokens, private keys, passwords, etc.) in publicly accessible code — frontend JavaScript, mobile apps, client-side bundles, and HTML templates. Uses a three-phase approach: recon…

• Sast Rce

  by @utkusen

  Detect Remote Code Execution (RCE) vulnerabilities in a codebase using a three-phase approach: recon (find dangerous execution sinks), batched verify (trace user input to sinks in parallel subagents, 3 sinks each), and merge…

• Sast Idor

  by @utkusen

  Detect Insecure Direct Object Reference (IDOR) vulnerabilities in a codebase using a three-phase approach: recon (find candidates), batched verify (check authorization in parallel subagents, 3 candidates each), and merge…

• Sast Sqli

  by @utkusen

  Detect SQL injection vulnerabilities in a codebase using a three-phase approach: recon (find unsafe SQL construction sites), batched verify (trace user input to those sites in parallel subagents, 3 sites each), and merge…

• Sast Ssti

  by @utkusen

  Detect Server-Side Template Injection (SSTI) vulnerabilities in a codebase using a three-phase approach: recon (find template rendering sites that use dynamic strings), batched verify (trace user input to those sites in parallel…

• Sast Pathtraversal

  by @utkusen

  Detect path traversal vulnerabilities in a codebase using a three-phase approach: recon (find file-loading sinks with dynamic paths), batched verify (trace user input and mitigations in parallel subagents, 3 sinks each), and…

• Sast Fileupload

  by @utkusen

  Detect insecure file upload vulnerabilities in a codebase using a three-phase approach: discovery (find all upload sites), batched verify (check extension bypass and related issues in parallel subagents, 3 sites each), and merge…

• Sast Xxe

  by @utkusen

  Detect XML External Entity (XXE) vulnerabilities in a codebase using a three-phase approach: recon (find XML parsing sites without external-entity hardening), batched verify (trace user input to each site in parallel subagents,…

• Sast Ssrf

  by @utkusen

  Detect Server-Side Request Forgery (SSRF) vulnerabilities in a codebase using a three-phase approach: recon (find outbound call sites), batched verify (trace user input to destinations in parallel subagents, 3 sites each), and…

• Sast Xss

  by @utkusen

  Detect Cross-Site Scripting (XSS) vulnerabilities in a codebase using a three-phase approach: recon (find HTML/JS/DOM sink sites), batched verify (trace user input to sinks in parallel subagents, 3 sink sites each), and merge…

• Sast Analysis

  by @utkusen

  Perform codebase analysis and architecture mapping as the first phase of a security assessment. Explores the tech stack, frameworks, entry points, data flows, and trust boundaries. Outputs sast/architecture.md. Run this before…

• Rebuild Launcher

  by @spiculedata

  Rebuild and restart the Saiku launcher fat-JAR after changing saiku-ui or Java code, without shipping stale UI bundles or breaking the running JVM. Use when asked to run, rebuild, or restart Saiku locally, or when a UI change…

• Cut Release

  by @spiculedata

  Cut a Saiku release via Gitflow — version bump, release branch, PR to main, tag, back-merge, and post-release chores. Use when asked to release, tag, or publish a new Saiku version.

• Antigravity Gemini Image

  by @uluckyXH

  Generate or edit images using the Antigravity-hosted Gemini image model via the local gateway. Use when the user asks to create an image, generate an avatar, or edit/transform an existing image with text instructions. Supports…

• Task Executor Skill

  by @uluckyXH

  任务执行者 Skill — 通过 CLI 工具领取子任务、提交成果、处理返工

• Task Planner Skill

  by @uluckyXH

  任务规划师 Skill — 通过 CLI 工具创建任务、拆分模块、分配子任务

• Task Patrol Skill

  by @uluckyXH

  巡查 Skill — 通过 CLI 工具巡查任务状态、标记异常、发送告警

• Task Reviewer Skill

  by @uluckyXH

  审查者 Skill — 通过 CLI 工具审查子任务、评分、驳回返工

• Gsap

  by @nateherkai

  GSAP animation reference for HyperFrames. Covers gsap.to(), from(), fromTo(), easing, stagger, defaults, timelines (gsap.timeline(), position parameter, labels, nesting, playback), and performance (transforms, will-change,…

• Tutor Setup

  by @bevibing

  Transforms knowledge sources into an Obsidian StudyVault. Two modes: (1) Document Mode — PDF/text/web sources → study notes with practice questions. (2) Codebase Mode — source code project → onboarding vault for new developers.…

• Yao Gametheory Skill

  by @yaojingang

  Route CEO-facing competition, negotiation, channel, pricing, platform, M&A, financing, competitor-response, alliance, and regulator problems through an applied game-theory framework router when decisions depend on opponent…

• Yao Interpreter Skill

  by @yaojingang

  Analyze local Agent Skill folders, SKILL.md files, or safe zip archives as untrusted input; explain purpose, trigger contract, structure, usage readiness, safety risks, evidence-backed 100-point quality score, and improvement…

• Yao Weread Skill

  by @yaojingang

  当用户需要分析微信读书阅读历史、生成读书报告、可视化阅读统计、笔记、书架、词云、热力图、雷达图，或导出精排 HTML 报告时使用。也适用于创建 AI 创业者示例阅读报告。不用于通用图书推荐，或不生成报告的原始微信读书 API 查询。

• Yao Copyright Skill

  by @yaojingang

  Use when adding or auditing Yao copyright comment headers for an agent skill package, especially SKILL.md, README.md, references, prompts, templates, examples, scripts, YAML, or TOML files.

• Yao Codereview Hskill

  by @yaojingang

  提供专业的代码审查服务，检查代码质量、安全漏洞、性能问题和最佳实践。支持多种编程语言和框架。

• Yao Open Skills Sync

  by @yaojingang

  Manage the yao-open-skills public collection. Use this skill whenever the user wants to evaluate whether a local skill should be open sourced, import a local skill into the yao-open-skills repository, register which skills are…

• Thinking Thought Experiment

  by @tjboudreaux

  When a real test is too rare, large, or irreversible, run a controlled counterfactual: isolate one variable, fix conditions, trace the mechanistic chain, and bound what the result implies.

• Thinking Pre Mortem

  by @tjboudreaux

  Before committing to a plan or launch, assume it already failed and reason backward through concrete causes — convert failure paths into mitigations, gates, and stop checks.

• Thinking Effectuation

  by @tjboudreaux

  Under genuine uncertainty with no reliable forecast, inventory means, cap downside at affordable loss, act for commitments, and let goals emerge from controllable moves.

• Thinking Ooda

  by @tjboudreaux

  Use under time pressure when the situation is still changing and you must act before certainty — cycle Observe→Orient→Decide→Act on ~70% confidence, then re-observe.

• Thinking Five Whys Plus

  by @tjboudreaux

  When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.

• Thinking Margin Of Safety

  by @tjboudreaux

  When provisioning, setting a limit, or committing an estimate under uncertainty, size a buffer to residual error and the cost of breach—not to the optimistic edge.

• Thinking Systems

  by @tjboudreaux

  When behavior is emergent across components—fixes elsewhere break, loops/delays dominate—map boundary, stocks/flows, feedback, archetypes, then rank leverage.

• Thinking Theory Of Constraints

  by @tjboudreaux

  When throughput or latency is pipeline-limited, identify the single binding constraint and exploit, subordinate, elevate, then recheck—ignore non-constraints.

• Thinking Socratic

  by @tjboudreaux

  When a request is vague, assumption-laden, or "obvious," ask the few load-bearing questions that expose hidden requirements before building or committing.

• Thinking Second Order

  by @tjboudreaux

  When a change has effects past the immediate fix—incentives, scale, feedback—trace consequence chains with timing and probability before committing.

• Thinking Reversibility

  by @tjboudreaux

  Before heavy deliberation, classify the decision as cheap or costly to undo; decide two-way doors fast and stage one-way doors to preserve options.

• Thinking Circle Of Competence

  by @tjboudreaux

  Use when a specific claim may lack grounding. Check evidence boundary, size wrongness cost, then answer, fetch, or abstain — never confabulate.

• Thinking Cynefin

  by @tjboudreaux

  When the right response mode is unclear, classify the cause-effect domain first; decompose disorder.

• Code Explainer

  by @microsoft

  **UTILITY SKILL** - Explain code snippets, functions, and algorithms in plain language. USE FOR: explain code, what does this code do, break down this function, help me understand this, walk through this algorithm, clarify this…

• Waza

  by @microsoft

  **WORKFLOW SKILL** - Evaluate AI agent skills using structured benchmarks with YAML specs, fixture isolation, and pluggable validators. USE FOR: run waza, waza help, run eval, run benchmark, evaluate skill, test agent, generate…

• Code Explainer

  by @microsoft

  Explains code snippets in plain English, breaking down what the code does step by step. Perfect for learning, code reviews, or documentation.

• Btc 5m Live

  by @Novals83

  Run and monitor BTC 5-minute Up/Down trading on Polymarket using momentum-near-close logic (time-left, BTC move, market skew), fixed/controlled sizing, optional micro-hedge, and one-shot or loop execution.

• Oma Observability

  by @first-fluke

  Design or troubleshoot telemetry, SLOs, and incident diagnostics. Route to the relevant signal, system boundary, or vendor guide.

• Oma Mobile

  by @first-fluke

  Implement Flutter, React Native, or native Swift apps. Use for mobile screens, widgets, platform integrations, and application data flows.

• Oma Frontend

  by @first-fluke

  Implement or modify web UI in React, Next.js, or Angular. Use for components, pages, styles, forms, and frontend state or data flows.

• Oma Architecture

  by @first-fluke

  Evaluate system boundaries and architectural tradeoffs. Use for architecture decisions, design reviews, and ADRs.

• Oma Pm

  by @first-fluke

  Turn product requirements into scoped tasks with dependencies and acceptance criteria. Use for implementation planning and prioritization.

• Oma Dev Workflow

  by @first-fluke

  Configure development tasks, git hooks, CI/CD, or release automation. Use when creating or fixing a repository development workflow.

• Oma Debug

  by @first-fluke

  Diagnose a reproducible failure, fix its cause, and verify the regression. Use for crashes, incorrect behavior, and failing tests.

• Oma Search

  by @first-fluke

  Find external documentation, web sources, or remote code with citations. Local code navigation uses the configured code tools.

• Oma Qa

  by @first-fluke

  Review changes for correctness, security, accessibility, and performance. Use for scoped quality reviews or verification plans; bug fixes use oma-debug.

• Oma Scm

  by @first-fluke

  Manage Git branches, merges, conflicts, commits, and release baselines. Use for repository history and change-management operations.

• Oma Refactor

  by @first-fluke

  Restructure existing code while preserving observable behavior. Use for targeted technical debt or hotspot work with characterization tests.

• Oma Skill Creation

  by @first-fluke

  Create or revise OMA skills and their references. Use for skill routing, execution contracts, conditional loading, and authoring validation.

• Oma Explanation

  by @first-fluke

  Create an offline HTML explanation of a code diff, PR, or branch. Use when an interactive code-change walkthrough is requested.

• Oma Brainstorm

  by @first-fluke

  Explore goals, constraints, and alternative approaches before choosing a design. Use when the user requests ideation or design exploration.

• Oma Recap

  by @first-fluke

  Summarize AI conversation histories for a specified date or period. Use for daily work recaps and cross-tool activity summaries.

• Integrate Matcher

  by @Vincentqyw

  Integrate a new image matching model into the image-matching-webui project. Invoke when user provides a GitHub repo URL of a feature matching method and asks to add/integrate it.

• Deploy Hf

  by @Vincentqyw

  Release a new imcui version and deploy to HuggingFace Spaces (test → prod). Invoke when user asks to release, deploy, or ship a new version.

• Improve Aeo Geo

  by @onvoyage-ai

  Audits a website codebase and makes code changes so AI engines (ChatGPT, Claude, Perplexity, Google AI Overviews) can better discover, parse, quote, and cite the site. Covers structured data, content structure, technical…