Software Development AI agent skills

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

• Add Compiler Diagnostic Fix

  by @dotnet

  Use when adding a Roslynator code fix for C# compiler error CS#### or RCF####, editing Diagnostics.xml or CodeFixes.xml, or when compiler-diagnostic-fixes-testing.md shows XunitCompilerDiagnosticFixVerifier or bare DiagnosticId…

• Add Refactoring

  by @dotnet

  Use when adding a new RR#### refactoring in roslynator, editing Refactorings.xml, registering in RefactoringContext, or when refactorings-testing.md shows XunitRefactoringVerifier — in-repo uses AbstractCSharpRefactoringVerifier…

• Fix Analyzer Bug

  by @dotnet

  Use when fixing a Roslynator analyzer false positive or false negative, RCS####, RR####, or CS####/RCF#### regression, incorrect diagnostic reporting, or bug report citing a specific rule id — not when adding new rules.

• Deprecate Analyzer Or Refactoring

  by @dotnet

  Use when obsoleting or retiring RCS####, RR####, or RCF#### in roslynator, replacing an analyzer with another id, or when tempted to use IsObsolete on an Analyzer entry — analyzers use Status Obsolete, not IsObsolete.

• Release Roslynator

  by @dotnet

  Use when shipping a roslynator release, rolling CHANGELOG.md [Unreleased], updating the VS Code extension changelog, creating a GitHub v* release, or optionally tagging cli-v*.

• Atlas Cloud Media

  by @davepoon

  Discover Atlas Cloud image and video models, inspect their live schemas, and submit one confirmed media generation request with bounded GET polling. Use when integrating Atlas Cloud media APIs or generating images and videos…

• Checkpointed Agent Loop

  by @davepoon

  Run long or failure-prone Claude Code tasks as bounded, resumable loops with a durable state machine, attempt budget, and verification evidence checkpoint.

• De Ai Writer

  by @davepoon

  AI 文案去味器。用户提供 AI 生成的文本（公众号/小红书/电商文案等），觉得“太 AI 味”要改得更自然、更像人写的时使用。输出自然有人味的中文。De-AI writer: rewrite AI-generated copy (WeChat articles, Xiaohongshu, e-commerce) into natural, human-sounding Chinese text.

• Agent Memory Discipline

  by @davepoon

  Teaches when to recall from long-term memory before acting and when to save durable decisions, corrections and failures afterwards. Use when a memory tool or MCP memory server is connected but the agent is not using it…

• Developer Growth Analysis

  by @davepoon

  Analyzes your recent Claude Code chat history to identify coding patterns, development gaps, and areas for improvement, curates relevant learning resources from HackerNews, and automatically sends a personalized growth report to…

• Uctm Init

  by @davepoon

  Initialize uc-taskmanager for the current project. Creates works/ directory and configures Bash permissions in .claude/settings.local.json. Use when the user says "uctm init", "initialize uctm", "uctm 초기화", or "초기화".

• Work Pipeline

  by @davepoon

  Triggers the WORK-PIPELINE when a user request starts with a [] tag (e.g., [new-feature], [bugfix], [WORK start]). Use this skill whenever you detect a [] tag at the beginning of a user message.

• Review Findings

  by @davepoon

  Addresses and fixes findings from a QA code review. Reads the review report, fixes critical and warning issues, and prepares for re-verification. Delegates to the Forja (Dev) agent.

• Work Status

  by @davepoon

  Shows WORK progress and TASK status. Use when the user asks about WORK list, WORK progress, TASK status, or pipeline status (e.g., "WORK list", "WORK-01 progress", "show status").

• Bitbucket Automation

  by @davepoon

  Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.

• Amplitude Automation

  by @davepoon

  Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.

• Implement Feature

  by @davepoon

  Implements a feature from its specification. Reads the spec, designs architecture, writes code and tests. Delegates to the Forja (Dev) agent.

• Aurakit

  by @davepoon

  Sonnet Amplified fullstack engine. 34 modes, SEC-01~15 OWASP security, 13 runtime hooks, 75% token reduction. Install: npx @smorky85/aurakit

• Code Health

  by @davepoon

  Scans the codebase for dead code, tech debt, outdated dependencies, and code quality issues. Delegates to the Centinela (QA) agent.

• Coding Agent Pm

  by @davepoon

  Plan, delegate, review, and recover coding-agent implementation work with tight scope control, acceptance criteria, and validation.

• Close

  by @davepoon

  Commit the session to durable vault memory and prepare a clean resume point

• Open

  by @davepoon

  Boot the session, load context from the vault, and surface what matters

• Openstoryline Use

  by @FireRedTeam

  Use this skill when OpenStoryline is already installed and the user wants to start the local MCP/Web services, create or continue a session, send editing instructions, perform multi-turn re-editing, and verify rendered video…

• Professor Synapse

  by @ProfSynapse

  Use when user needs expert help, wants to summon a specialist, says "help me with", "I need guidance", or has a task requiring domain expertise. Creates and manages a growing collection of expert agents.

• RedBookSkills

  by @white0dew

  将图文/视频内容自动发布到小红书（XHS），并支持登录检查、内容检索与互动操作。 适用场景：发布图文、发布视频、仅启动测试浏览器、获取登录二维码、首页推荐抓取、搜索笔记、评论互动、抓取内容数据。

• Simple English

  by @AminBlg

  Write or rewrite text in plain, layman-readable English in the spirit of ASD-STE100 Simplified Technical English: short sentences, active voice, simple tenses, one word one meaning, condition before command, every technical term…

• Mod Any Game

  by @rehan-remade

  Mod a PC game the user owns, taking an idea to working in the real game and recorded. It covers new items, weapons, enemies, bosses, units, civilizations, mechanics, art, sound, VR and cross-game mashups. Use when the user wants…

• Game Automation

  by @rehan-remade

  Launch, see and drive a real game so an agent can test its own mods. Covers launching via Steam or the exe, windowed mode at a fixed size, screenshots of the game window (GPU-safe capture), clicking and typing into menus,…

• Reverse Engineering

  by @rehan-remade

  Read how a game actually works so a mod can hook it. Decompile .NET/Mono (ILSpy), IL2CPP (Cpp2IL, Il2CppDumper), Java (Vineflower) and native code (Ghidra, IDA, via MCP servers); dump data and asset formats; reverse-engineer a…

• Share Field Notes

  by @rehan-remade

  Search and contribute to the shared AI-modding knowledge base, where field notes record how specific games were modded, decompiled or reverse-engineered (exact versions, route, engine facts, verification, gotchas). Use before…

• Game Recon

  by @rehan-remade

  Figure out how a specific installed game can be modded, before writing any mod code. Covers where it's installed, the engine and version, managed vs native code, anti-cheat, loaders already present, save and config folders, and…

• Publish Mod

  by @rehan-remade

  Package and release a finished game mod. Covers the pre-release lint (no game files, decompiled code or leaked keys), README and install steps, credits and AI disclosure, versioning, where to upload (Nexus Mods, Steam Workshop,…

• Create Yourself

  by @notdog1998

  Why distill others when you can distill yourself? Deconstruct your chat history, diaries, and photos into a runnable digital self. | 与其蒸馏别人，不如蒸馏自己。欢迎加入数字永生！

• Creating Mods

  by @letta-ai

  Creates and edits trusted local Letta Code mods, including tools, slash commands, local-only model providers, lifecycle/turn events, scoped conversation helpers, panels, and capability-gated behavior. Use when asked to make a…

• Creating Skills

  by @letta-ai

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Letta Code's capabilities with specialized knowledge, workflows, or tool integrations.

• Letta Guide

  by @letta-ai

  Read the official Letta documentation (docs.letta.com) through its cached, ETag-checked fetch route. Load before ANY docs.letta.com retrieval — answering how Letta works, what Letta (or you) can do, and looking up Letta API,…

• Initializing Memory

  by @letta-ai

  Comprehensive guide for initializing or reorganizing agent memory. Load this skill when running /init, when the user asks you to set up your memory, or when you need guidance on creating effective memory files.

• Submitting Feedback

  by @letta-ai

  Submits user-approved product feedback and bug reports about Letta Code to the Letta team. Load when the user reports a Letta Code bug, requests a product or developer change, or explicitly asks to send feedback. Do not load for…

• Managing Shared Memory

  by @letta-ai

  Create and manage shared memory — git-tracked repositories hosted on Letta Cloud that are attached to one or more agents and projected into their filesystems. Use when the user wants to share memory or files across agents, store…

• Editing Letta Code Desktop Preferences

  by @letta-ai

  Edits Letta Code Desktop (LCD) preferences by safely reading and updating ~/.letta/desktop_preferences.json. Use only when the user asks to change current Desktop/LCD settings such as theme, default working directory, remote…

• Acquiring Skills

  by @letta-ai

  Discover and install skills from Hermes, ClawHub, GitHub, and other registries. Load this skill whenever a user asks for a capability you don't already have — image generation, social media, email, calendar, finance, DevOps,…

• Migrating Memory

  by @letta-ai

  Migrate memory blocks from an existing agent to the current agent. Use when the user wants to copy or share memory from another agent, or during /init when setting up a new agent that should inherit memory from an existing one.

• Image Generation

  by @letta-ai

  Generate images from text prompts (and optionally edit/remix input images). Use when the user asks to create, generate, draw, render, or edit an image, illustration, logo, icon, diagram, or photo.

• Syncing Memory Filesystem

  by @letta-ai

  Diagnose and repair MemFS repository setup, remote sync, authentication failures, optional backup remotes, or merge/rebase conflicts. Do not load for routine memory reads or edits.

• Secknowledge Skill

  by @Netw0rkNoob

  Web+AI 安全测试知识库。融合 WooYun 88,636 案例 + 先知 L1-L4 方法论 + GAARM 150 风险 + OWASP Top 10 (LLM/ASI/WSTG)。 TRIGGER when 任务是实战安全测试：渗透测试、漏洞挖掘/利用、红队攻防、安全审计 (SAST/DAST)、 CTF、AI/LLM 安全测试 (Prompt 注入/越狱/MCP/Agent/沙箱逃逸)。用户明确给出测试目标 (URL/代码/模型/Agent…

• Web Security Advanced

  by @Netw0rkNoob

  Web高级安全测试 — 注入攻击族、协议安全、认证与逻辑漏洞、文件与部署安全、现代Web攻击面，含完整Playbook

• Pentest Tools

  by @Netw0rkNoob

  渗透工具速查 — 编码解码、反向Shell、红队工具、漏洞利用、密码攻击、内网工具、凭据窃取、提权、隧道代理、系统命令、信息收集、域渗透、Web工具、Windows工具

• Ctf Web

  by @Netw0rkNoob

  CTF Web攻击知识库 — PHP弱比较绕过、命令注入空格绕过、eval回显技巧、SSTI注入链、反序列化利用链、PHP代码审计checklist、常见flag位置

• Osint Recon

  by @Netw0rkNoob

  OSINT 开源情报收集知识库 — 四维信息收集模型（服务器→网站→域名→人员），维度四（人员信息）条件触发

• Ctf Misc

  by @Netw0rkNoob

  CTF杂项知识库 — Python Jail逃逸、Bash Jail逃逸、编码链识别与解码、QR/音频/图像隐写、游戏VM逆向、CTFd API导航、Linux提权

• Rapid Checklist

  by @Netw0rkNoob

  渗透速查与Payload — 快速Payload家族、绕过提醒、验证顺序、常见测试卡片，适用于已知测试方向后快速查找

• Redteam Reverse Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized reverse engineering analysis, including decompilation, debugging, protocol reversing, firmware extraction, and deobfuscation. Use when a task belongs to the reverse engineering…

• Redteam Clickjacking Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized clickjacking testing, including missing X-Frame-Options, CSP frame-ancestors bypasses, and drag-and-drop hijacking. Use when a task belongs to the clickjacking domain and needs…

• Redteam Cors Miscfg Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized CORS misconfiguration testing, including reflected origins, null origins, subdomain trust, and credential exposure. Use when a task belongs to the CORS testing domain and needs…

• Redteam Open Redirect Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized open redirect testing, including parameter redirects, meta or JavaScript redirects, and OAuth redirect_uri abuse. Use when a task belongs to the open redirect domain and needs…

• Redteam Deserialize Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized insecure deserialization testing, including Java, PHP, Python, .NET, and gadget-chain analysis. Use when a task belongs to the deserialization testing domain and needs scope,…

• Redteam Ssti Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized server-side template injection testing, including Jinja2, Twig, Freemarker, Velocity, and Thymeleaf engines. Use when a task belongs to the SSTI domain and needs scope,…

• Redteam Xss Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized cross-site scripting testing, including reflected, stored, DOM-based, mXSS, and CSP bypass variants. Use when a task belongs to the XSS domain and needs scope, evidence, pivot,…

• Hackerone

  by @Netw0rkNoob

  HackerOne bounty program scope-guard workflow — reads program scope, enforces scope and program rules, then hands each in-scope asset to pentest-flow

• Docx

  by @foryourhealth111-pixel

  Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document processing.

• Autonomous Builder

  by @foryourhealth111-pixel

  Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.

• Error Resolver

  by @foryourhealth111-pixel

  Legacy error-resolution reference archive retained for migration. Do not route user tasks here; use systematic-debugging for active bug, stack-trace, and root-cause work.

• Code Reviewer

  by @foryourhealth111-pixel

  Default code-quality route for broad code review, PR review, maintainability, correctness, and regression-risk checks. Do not use as the primary route for dedicated OWASP/security audits, review-feedback handling, completion…

• Edgartools

  by @foryourhealth111-pixel

  Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income statement, balance sheet, cash flow), XBRL financial data, insider trading…

• Commit With Reflection

  by @foryourhealth111-pixel

  Git提交与调试反思报告生成技能。用于分析开发过程中的错误、调试步骤和解决方案,生成结构化的中文反思报告,并创建包含报告引用的Git提交。显式请求词:反思提交、智能提交、生成调试报告、commit with reflection。

• Dnanexus Integration

  by @foryourhealth111-pixel

  DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

• Adaptyv

  by @foryourhealth111-pixel

  Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity…

• Coding Tutor

  by @foryourhealth111-pixel

  Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetition and quizes.

• Context Fundamentals

  by @foryourhealth111-pixel

  This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention…

• Chembl Database

  by @foryourhealth111-pixel

  Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

• Clinicaltrials Database

  by @foryourhealth111-pixel

  Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

• Clinpgx Database

  by @foryourhealth111-pixel

  Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

• Ena Database

  by @foryourhealth111-pixel

  Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.

• Designing Experiments

  by @foryourhealth111-pixel

  Design experiments and quasi-experiments before analysis. Use when choosing study design, treatment/control structure, outcomes, assumptions, validation plans after scientific experiment failure, or which of DiD, ITS, synthetic…

• Evals Context

  by @foryourhealth111-pixel

  Provides context about the Roo Code evals system structure in this monorepo. Use when tasks mention "evals", "evaluation", "eval runs", "eval exercises", or working with the evals infrastructure. Helps distinguish between the…

• Architecture Patterns

  by @foryourhealth111-pixel

  Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better…

• Context Hunter

  by @foryourhealth111-pixel

  Discover codebase patterns, conventions, and unwritten rules before making changes. Use when implementing features, fixing bugs, or refactoring code.

• Threejs Fundamentals

  by @CloudAI-X

  Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with transforms.

• Threejs Geometry

  by @CloudAI-X

  Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rendering.

• Threejs Interaction

  by @CloudAI-X

  Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experiences.

• Threejs Animation

  by @CloudAI-X

  Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.

• Threejs Materials

  by @CloudAI-X

  Three.js materials - PBR, basic, phong, shader materials, material properties. Use when styling meshes, working with textures, creating custom shaders, or optimizing material performance.

• Threejs Shaders

  by @CloudAI-X

  Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.

• Threejs Textures

  by @CloudAI-X

  Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.

• Threejs Postprocessing

  by @CloudAI-X

  Three.js post-processing - EffectComposer, bloom, DOF, screen effects. Use when adding visual effects, color grading, blur, glow, or creating custom screen-space shaders.

• Threejs Lighting

  by @CloudAI-X

  Three.js lighting - light types, shadows, environment lighting. Use when adding lights, configuring shadows, setting up IBL, or optimizing lighting performance.

• Threejs Loaders

  by @CloudAI-X

  Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.

• Skill Creator

  by @himself65

  Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill…

• Company Valuation

  by @himself65

  Estimate the intrinsic value of a public company using DCF, relative (peer multiple) and sum-of-parts (SOTP) methods, then triangulate to an implied share price with upside/downside versus the current market price. Use this…

• Yc Reader

  by @himself65

  Look up Y Combinator companies, batches, and startup ecosystem data using the yc-oss API (read-only). Use this skill whenever the user wants to research YC-backed startups, find companies in a specific batch or industry, check…

• Deepstream Sop

  by @NVIDIA

  Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in…

• Cupynumeric Migration Readiness

  by @NVIDIA

  Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns…

• Accelerated Computing Cudf

  by @NVIDIA

  Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.

• Cuopt Numerical Optimization Api

  by @NVIDIA

  LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.

• Deepstream Dev

  by @NVIDIA

  NVIDIA DeepStream SDK development with Python pyservicemaker API. Use when building video analytics pipelines, GStreamer-based video processing, TensorRT inference integration, object detection/tracking, or Kafka/message broker…

• Deepstream Generate Pipeline

  by @NVIDIA

  Build DeepStream GStreamer pipelines interactively. Use when the user asks about pipelines for video/image inference, detection, tracking, or streaming — including natural phrases like 'pipeline to infer on image', 'run…

• Kermt Embed

  by @NVIDIA

  Extract per-molecule embeddings from any encoder-bearing KERMT checkpoint. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using HF_TOKEN if configured. Run containerized embedding extraction and…

• Kermt Continue Pretrain

  by @NVIDIA

  Continue KERMT pretraining on a custom SMILES corpus with a grover_base, cmim, or hybrid checkpoint. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using HF_TOKEN if configured. Run…

• Cuopt Developer

  by @NVIDIA

  Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.

• Kermt Pretrain Scratch

  by @NVIDIA

  Pretrain a fresh KERMT model from scratch on a user-provided corpus. Builds a new vocabulary from the corpus, instantiates the model architecture from defaults, and launches pretrain_ddp.py inside the kermt container (detached…