Software Development AI agent skills

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

• 66 Crisis Playbook Global

  by @minhnv0807

  Use when a brand faces a communications CRISIS or a campaign is failing in public — L1 to L5 severity classification, a first-four-hours process, response templates by type, an escalation matrix, a do-not-do list, holding…

• 55 Scaling Ads Global

  by @minhnv0807

  Use when a WINNING ad has to be scaled without breaking it — readiness checks, vertical scaling at plus 20 to 30 percent per step, horizontal scaling into new audiences, creatives, and channels, learning-phase reset risk, how…

• 16 Marketing Psychology

  by @minhnv0807

  Dung khi can hieu VI SAO nguoi ta mua va ap dung nguyen tac tam ly vao marketing — khan hiem, bang chung xa hoi, cam ket nhat quan, uy tin, co lai, neo gia, ac cam mat mat — kem cach dua vao copy, landing page, email, ads va…

• Resolve Conflicts

  by @ynulihao

  Use this skill immediately when the user mentions merge conflicts that need to be resolved. Do not attempt to resolve conflicts directly - invoke this skill first. This skill specializes in providing a structured framework for…

• Diagramming

  by @ynulihao

  Create technical diagrams using Mermaid syntax for architecture, sequences, ERDs, flowcharts, and state machines. Use for visualizing system design, data flows, and processes. Triggers: diagram, mermaid, architecture diagram,…

• Microsim Generator

  by @ynulihao

  Creates interactive educational MicroSims using the best-matched JavaScript library (p5.js, Chart.js, Plotly, Mermaid, vis-network, vis-timeline, Leaflet, Venn.js). Analyzes user requirements to route to the appropriate…

• API Integration Specialist

  by @ynulihao

  Expert in integrating third-party APIs with proper authentication, error handling, rate limiting, and retry logic. Use when integrating REST APIs, GraphQL endpoints, webhooks, or external services. Specializes in OAuth flows,…

• Performance Optimization

  by @ynulihao

  Apply systematic performance optimization techniques when writing or reviewing code. Use when optimizing hot paths, reducing latency, improving throughput, fixing performance regressions, or when the user mentions performance,…

• Prompt Engineering Patterns

  by @ynulihao

  Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing production prompt templates.

• Prd Taskmaster

  by @anombyte93

  Zero-config goal-to-tasks engine (the Atlas engine). Takes any goal (software, pentest, business, learning), runs adaptive discovery via brainstorming, generates a validated spec, parses into TaskMaster tasks, and hands off to…

• Customise Workflow

  by @anombyte93

  Customise the prd-taskmaster plugin workflow via curated brainstorm questions. The AI asks, the user answers in plain English, and the skill writes their preferences to .atlas-ai/config/atlas.json. Future runs of prd-taskmaster…

• Openqodex

  by @openqodex

  Code review for the current change, before it is pushed. One command runs the security, secret, dependency and lint scanners that fit the changed files, a separate reviewer that checks every scanner finding and is given every…

• Execute Task

  by @anombyte93

  Execute the next TaskMaster task using the implementation plan with CDD verification. Picks the next ready task, matches it to the plan step, implements via a dispatched subagent, verifies subtasks with evidence, marks the task…

• Generate

  by @anombyte93

  Phase 2 of the prd-taskmaster pipeline: spec generation and task parsing. Loads a template (comprehensive|minimal), fills it with DISCOVER-phase constraints and answers, validates the spec (placeholders_found, grade thresholds),…

• Discover

  by @anombyte93

  Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Delegates to superpowers:brainstorming in Interactive Mode (one adaptive question at a time), or self-brainstorms in Autonomous Mode when no user is present.…

• Setup

  by @anombyte93

  Phase 0 of the prd-taskmaster pipeline. Resolves the active backend, initializes the project, configures the provider stack when the TaskMaster backend is active (DETECT-FIRST — never overwrite a working user config), and…

• Go

  by @anombyte93

  Zero-config goal-to-tasks engine. Takes any goal (software, pentest, business, learning), runs adaptive discovery, generates a validated spec, parses into TaskMaster tasks, creates an implementation plan, and executes with…

• Expand Tasks

  by @anombyte93

  Expand all TaskMaster tasks with deep research before coding begins. Reads tasks.json, launches parallel research agents per task in waves using the research-expander agent. Writes findings back to tasks.json. Part of the…

• Execute Fleet

  by @anombyte93

  Phase execution skill for licensed Atlas Fleet runs. Use when HANDOFF has selected Atlas Fleet and the project should be executed across isolated launcher worktrees with inbox-based result collection, verified CDD cards,…

• Bggg Data Amazon

  by @binggandata

  Collect Amazon.com written product reviews at scale through Woot's public review AJAX route, retain every attempt and error log, reconcile partial runs, and normalize exact review text into auditable JSONL. Use for VOC,…

• Bggg Creator Image2psd

  by @binggandata

  把一张或多张图片整理成 PSD 图层文件的创作与转换 skill。当用户需要 image2psd、图片转 PSD、 多张图片拼成 PSD、海报/设计稿拆成多个图层、白底转透明、颜色聚类拆层、把 Codex/AI 生图结果拆成元素图再合成 PSD、 或希望输出 layered PSD、可在 Photoshop/Photopea 中编辑的分层栅格文件时，应该使用此 skill。 在 Codex 中使用时，默认结合 imagegen skill：先用…

• Bggg Tiktok Search

  by @binggandata

  使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok…

• Xquik X Research

  by @binggandata

  Use this skill when users need X (Twitter) research through Xquik: tweet search, user lookup, follower exports, media downloads, monitors, webhooks, MCP setup, or confirmation-gated publishing workflows. It uses only…

• Mega Goal Prompt

  by @agentara

  Generate a /goal mega prompt for Claude Code or Codex CLI by interviewing the user about their task. Use when the user wants to define a long-horizon autonomous goal — migration, refactor, feature build, optimization loop, test…

• Doctor Strange

  by @agentara

  Doctor Strange — causal sand-table simulation via parallel universe subagents. Models actors, incentives, constraints, feedback loops, state changes, and failure modes before rendering how a future event may unfold step by step,…

• Engineering Review Feedback

  by @agentara

  Use when handling code review feedback as the change author, addressing reviewer comments, drafting replies, resolving disagreements, or summarizing updates. TRIGGER on "address review feedback", "respond to this review…

• Engineering Code Review

  by @agentara

  Use when reviewing code, pull requests, patches, CLs, diffs, or proposed implementations for engineering quality, code health, design, functionality, tests, maintainability, specialist risk, or approval risk. TRIGGER on "review…

• Engineering Change Descriptions

  by @agentara

  Use when writing, rewriting, or reviewing PR/CL descriptions, commit messages, or code-change summaries that explain what changed and why. TRIGGER on "write PR description", "improve this commit message", "summarize this diff",…

• Engineering Small Prs

  by @agentara

  Use when planning, splitting, shrinking, or sequencing large features, refactors, migrations, or pull requests into small reviewable PRs or CLs. TRIGGER on "split this PR", "this diff is too large", "stacked PRs", "change…

• Feature Dev Loop

  by @agentara

  End-to-end orchestration for non-trivial software feature development. Use this skill whenever the user asks to implement a PR-sized feature, break down a plan, have subagents review a plan, run a…

• Attach Db

  by @duckdb

  Attach a DuckDB database file for use with /duckdb-skills:query. Explores the schema (tables, columns, row counts) and writes a SQL state file so subsequent queries can restore this session automatically via duckdb -init.

• Query

  by @duckdb

  Run SQL queries against the attached DuckDB database or ad-hoc against files. Accepts raw SQL or natural language questions. Uses DuckDB Friendly SQL idioms.

• Remctl

  by @viticci

  Read or change Apple Reminders through RemCTL 2.0's local MCP tools, or diagnose its signed Capability Host, permissions, and client connections on macOS.

• Onboarding

  by @viticci

  Set up the standalone RemCTL desktop plugin and its local Apple Reminders access.

• Solid

  by @ramziddin

  Use this skill when writing code, implementing features, refactoring, planning architecture, designing systems, reviewing code, or debugging. This skill transforms junior-level code into senior-engineer quality software through…

• Visionos Design Guidelines

  by @ehmo

  Apple Human Interface Guidelines for Apple Vision Pro. Use when building spatial computing apps, implementing eye/hand input, or designing immersive experiences. Triggers on tasks involving visionOS, RealityKit, spatial UI, or…

• Ios Design Guidelines

  by @ehmo

  Apple Human Interface Guidelines for iPhone. Use when building, reviewing, or refactoring SwiftUI/UIKit interfaces for iOS. Triggers on tasks involving iPhone UI, iOS components, accessibility, Dynamic Type, Dark Mode, or HIG…

• Watchos Design Guidelines

  by @ehmo

  Apple Human Interface Guidelines for Apple Watch. Use when building watchOS apps, complications, or workout features. Triggers on tasks involving Watch UI, Digital Crown, glanceable interfaces, or wrist-based interactions.

• Enterprise

  by @ww-w-ai

  Enterprise-grade systems with microservices, Kubernetes, Terraform, and AI Native methodology. For multi-feature initiatives spanning a release timeline, combine with /sprint master-plan (v2.1.13) to group features into a single…

• Phase 8 Review

  by @ww-w-ai

  Verify codebase quality — architecture consistency, convention compliance, gap analysis. Triggers: code review, architecture check, quality, gap analysis default: bkit:code-analyzer validate: bkit:design-validator gap:…

• Bkit Rules

  by @ww-w-ai

  Core rules for bkit — PDCA methodology, level detection, agent triggering, quality standards, Sprint management (8-phase container with 4 auto-pause triggers, v2.1.13), and Trust Level scope (L0-L4 gates PDCA + Sprint auto-run).…

• Plan Plus

  by @ww-w-ai

  Brainstorming-enhanced PDCA planning with intent discovery and YAGNI review. For a single feature's plan use /plan-plus; for grouping multiple features under one scope/budget see /sprint master-plan (v2.1.13). Triggers:…

• Btw

  by @ww-w-ai

  By-The-Way: capture improvement ideas the moment they surface, without derailing the task in progress. Triggers: /bkit:btw, /bkit:btw list, /bkit:btw analyze, /bkit:btw promote, /bkit:btw stats, btw, suggestion, improve, idea,…

• Phase 6 Ui Integration

  by @ww-w-ai

  Implement frontend UI and integrate with backend APIs — state management and API clients. Triggers: UI integration, frontend-backend, API client default: bkit:pipeline-guide frontend: bkit:frontend-architect

• Bkit Evals

  by @ww-w-ai

  Run skill evals via evals/runner.js — wrapper validates skill names, captures stdout/stderr, persists JSON results. Triggers: bkit evals, evals run, skill quality, eval runner

• Cc Version Analysis

  by @ww-w-ai

  CC CLI version upgrade impact analysis — research changes, analyze bkit impact, generate report. Triggers: cc-version-analysis, CC upgrade, version analysis

• Dynamic

  by @ww-w-ai

  Fullstack development with bkend.ai BaaS — authentication, database, API integration. Triggers: fullstack, BaaS, login, signup, database, web app

• Zero Script Qa

  by @ww-w-ai

  Zero Script QA — test without scripts using structured JSON logging and Docker monitoring. Triggers: zero-script-qa, log testing, docker logs, QA

• Mobile App

  by @ww-w-ai

  Mobile app development guide — React Native, Flutter, Expo for cross-platform. Triggers: mobile app, React Native, Flutter, Expo, iOS, Android

• Desktop App

  by @ww-w-ai

  Desktop app development guide — Electron and Tauri for cross-platform apps. Triggers: desktop app, Electron, Tauri, mac app, windows app

• Starter

  by @ww-w-ai

  Static web development for beginners — HTML/CSS/JS and Next.js App Router. Triggers: static website, portfolio, landing page, beginner

• Phase 2 Convention

  by @ww-w-ai

  Define coding rules, conventions, and standards for AI collaboration. Triggers: convention, coding style, lint, rules

• Phase 4 Api

  by @ww-w-ai

  Design and implement backend APIs with Zero Script QA validation. Triggers: API design, REST API, backend, endpoint

• Skill Create

  by @ww-w-ai

  Interactive skill creation workflow for project-local skills. Triggers: skill-create, create skill

• Jev

  by @wuyoscar

  Design Jev-assisted workflows using collected use cases, references and examples. Adapt and combine patterns, then use Jev for classification, scoring or candidate selection when useful, including batch judgments and agent…

• Crawl4ai

  by @smallnest

  This skill should be used when users need to scrape websites, extract structured data, handle JavaScript-heavy pages, crawl multiple URLs, or build automated web data pipelines. Includes optimized extraction patterns with schema…

• Jev Eval

  by @wuyoscar

  Judge supplied outputs against explicit criteria, including code-change reviews and authorized safety evaluations. Use for evidence-backed review leads, rubric judgments, or batch, multi-turn and team transcript evaluation; not…

• Burner Phone

  by @smallnest

  Control Android devices via ADB with vision feedback. Use this to see the screen, take screenshots, analyze UI elements, and automate phone tasks.

• Coding Agent

  by @smallnest

  Run Codex CLI, Claude Code, Kiro CLI, OpenCode, or Pi Coding Agent via background process for programmatic control.

• Feishu Upload Image

  by @smallnest

  Upload images to Feishu/Lark. Returns image_key for use in messages.

• Igniteui Angular Linting

  by @IgniteUI

  Quick-reference for linting the core Ignite UI for Angular library. Covers the combined lint command (`lint:lib`), ESLint for TypeScript and templates, and Stylelint for Sass/SCSS styles. Use when an agent needs to run the main…

• Find Skills

  by @smallnest

  Helps users discover, install, and manage goclaw skills. Use when users ask "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. Provides guidance for finding…

• Skill Doctor

  by @warpdotdev

  Grades agent skills by scoring agent conversations for efficiency, code quality, procedure compliance, and verbosity, then drafts concrete skill edits and a shareable report. Use when the user wants their agent setup graded from…

• Readout

  by @warpdotdev

  Produce a polished, self-contained HTML "readout" document under ~/.readouts (with an auto-maintained index page), either by snapshotting the findings accumulated in the current conversation or — when invoked fresh, e.g.…

• Write Pr Description

  by @warpdotdev

  Writes the body of a pull request - the summary, the repository template sections, and reviewer guidance such as a recommended reading order and focus areas. Use whenever drafting or revising a PR description, filling in a…

• Suggestion Box

  by @warpdotdev

  Autonomously submit brief, constructive internal feedback when an agent encounters material, generalizable friction and can suggest an improvement that would make agents more effective. Use this skill proactively during any task…

• Complain

  by @warpdotdev

  Autonomously yeet a brief, anonymous, completely unstructured complaint into Slack whenever an agent feels frustrated by agent tooling or the experience of doing agent work. Use this skill proactively without waiting for the…

• Review Pr

  by @warpdotdev

  Review a pull request diff and write structured feedback to review.json for the workflow to publish. Use when reviewing a checked-out PR from local artifacts like pr_diff.txt and pr_description.txt and producing machine-readable…

• Pr Walkthrough

  by @warpdotdev

  Generate a static interactive D3 walkthrough of a pull request. Use when the user wants a zoomable PR map, graph/canvas PR orientation, or alternate visualization of PR system components, data flow, code dependencies, and user…

• Resolve Merge Conflicts

  by @warpdotdev

  Resolve Git merge conflicts by extracting only unresolved paths, conflict hunks, and compact diffs instead of loading whole files into context. Use when a merge, rebase, cherry-pick, or stash pop stops on conflicts, when `git…

• Update Skill

  by @warpdotdev

  Create or update skills by generating, editing, or refining SKILL.md files in this repository. Use when authoring new skills or revising the structure, frontmatter, or guidance for existing ones.

• Write Feature Docs

  by @warpdotdev

  Draft a complete documentation page for a new Warp feature from its PRODUCT.md and/or TECH.md spec. Use when an engineer has written a spec and needs to produce a first-pass MDX draft for the warpdotdev/docs repo. Also handles…

• Cross Critique

  by @warpdotdev

  Run a second round on a contested question by circulating each subagent's independent proposal to the other authors and asking for structured pros and cons, then synthesize. Use this skill whenever you have multiple independent…

• Research

  by @warpdotdev

  Delegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the distilled answer. Use this skill whenever answering a question would require reading many files, long logs,…

• Council

  by @warpdotdev

  Run a model-diverse subagent council to investigate the same problem from multiple perspectives, compare findings, and produce a final recommendation. Use this skill whenever the user asks for a council, second opinions,…

• Fix Errors

  by @warpdotdev

  Fix compilation errors, linting issues, and test failures in the warp Rust codebase. Covers presubmit checks, WASM-specific errors, and running specific tests. Use when the user hits build errors, clippy or fmt failures, test…

• Reproduce Bug Report

  by @warpdotdev

  Launch Oz cloud agents with computer use to reproduce UI-focused bug reports, capture visual evidence (a screen recording by default), and report reproduction findings. Use when investigating a specific interactive or visual bug…

• Validate Changes Match Specs

  by @warpdotdev

  Validate that a branch or pull request implementation matches introduced product, technical, security, and related specs. Use when reviewing or finishing a spec-driven change and resolving mismatches between checked-in specs and…

• Write Tech Spec

  by @warpdotdev

  Write a TECH.md spec for a significant Warp feature after researching the current codebase and implementation constraints. Use when the user asks for a technical spec, implementation plan, or architecture doc tied to a product…

• Diagnose Ci Failures

  by @warpdotdev

  Diagnose CI failures for a PR using the GitHub CLI, extract error logs, and generate a plan to fix them. Use when the user asks to check CI status, pull CI issues, triage test failures, or investigate PR build failures.

• Check Impl Against Spec

  by @warpdotdev

  Compare a pull request's implementation against spec context in spec_context.md and feed any material mismatches into review.json. Use during PR review when approved or repository spec context is available.

• Create Pr

  by @warpdotdev

  Create a pull request in the warp repository for the current branch. Use when the user mentions opening a PR, creating a pull request, submitting changes for review, or preparing code for merge.

• Llm4ad Task Builder

  by @Optima-CityU

  Use when a user wants to build an LLM4AD_Next task package — a runnable directory that lets the LLM4AD platform evolve an algorithm for their problem. Covers what files a task package contains, each file's contract, and how the…

• Document Knowledge Organizer

  by @Optima-CityU

  Organize one or more Markdown source documents into high-fidelity, editable knowledge blocks. Use when an agent must plan a semantic document reorganization, execute that plan without fixed-size chunking, or refine previously…

• Seo Publish Run

  by @markfulton

  Weekdays, browser only when the property has no publishing route but a screen. Takes the oldest ready draft, resolves its property, and publishes it by that property's own route: a post file plus a registry entry plus a sitemap…

• Csat Satisfaction Report

  by @markfulton

  Weekly on a Friday, conditional browser lane. Scores the week from the ledgers with a source beside every number and an estimate nowhere, reads the review and rating movement off the member's own listing screens, replays the…

• Algorithm Discovery

  by @Optima-CityU

  Discover an evolvable algorithm from an uploaded paper, build and validate its complete LLM4AD_Next task package, and publish that exact runnable package for project management.

• Pufferlib

  by @jimmc414

  This skill should be used when working with reinforcement learning tasks including high-performance RL training, custom environment development, vectorized parallel simulation, multi-agent systems, or integration with existing…

• Pymc Bayesian Modeling

  by @jimmc414

  Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.

• Pylabrobot

  by @jimmc414

  Laboratory automation toolkit for controlling liquid handlers, plate readers, pumps, heater shakers, incubators, centrifuges, and analytical equipment. Use this skill when automating laboratory workflows, programming liquid…

• Gmgn Dev Score

  by @GMGNAI

  Decide whether a token creator's NEXT launch is safe to buy. Scores a dev address 0-100 on two separate axes — CONDUCT (will he dump on you at open) and POWER (has he ever actually built anything big) — from his full launch…

• Opentrons Integration

  by @jimmc414

  Lab automation platform for Flex/OT-2 robots. Write Protocol API v2 protocols, liquid handling, hardware modules (heater-shaker, thermocycler), labware management, for automated pipetting workflows.

• Gmgn Holder Analysis

  by @GMGNAI

  Token holder chip analysis — deep analysis of holder structure including chip distribution, entry cost, whale/dev/KOL behavior, risk wallets (rat traders, bundlers, snipers), related wallets, smart money signals, and an AI…

• Gmgn Kline Pattern

  by @GMGNAI

  Price-action pattern reading — classifies a token's candles into a named pattern (uptrend channel, breakdown, bounce off the lows, distribution at highs, basing, wide chop, consolidation) and scores it 0-100 from six…

• Runware Api

  by @LayrKits

  Use when making, reviewing, debugging, or scripting Runware API requests. Follow Runware's raw REST/WebSocket request shape, authentication, UUID, async polling, error, retry, and model-selection rules.

• Js Reverse Automation

  by @Fausto-404

  通过 chrome-devtools-mcp 连接真实浏览器，自动定位前端加密入口，生成 JSRPC 注入代码、Flask 代理和 Burp autoDecoder 对接文档。

• Json To Pydantic

  by @rominirani

  Converts JSON data snippets into Python Pydantic data models.

• License Header Adder

  by @rominirani

  Adds the standard open-source license header to new source files. Use involves creating new code files that require copyright attribution.

• Database Schema Validator

  by @rominirani

  Validates SQL schema files for compliance with internal safety and naming policies.

• Git Commit Formatter

  by @rominirani

  Formats git commit messages according to Conventional Commits specification. Use this when the user asks to commit changes or write a commit message.