Software Development AI agent skills

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

• Webf Native Ui

  by @openwebf

  Setup and use WebF's Cupertino UI library to build native iOS-style UIs with pre-built components instead of crafting everything with HTML/CSS. Use when building iOS apps, adding native UI components, or improving UI performance.

• Webf Quickstart

  by @openwebf

  Get started with WebF development - setup WebF Go, create a React/Vue/Svelte project with Vite, and load your first app. Use when starting a new WebF project, onboarding new developers, or setting up development environment.

• Webf Native Plugins

  by @openwebf

  Install WebF native plugins to access platform capabilities like sharing, payment, camera, geolocation, and more. Use when building features that require native device APIs beyond standard web APIs.

• Webf Native Plugin Dev

  by @openwebf

  Develop custom WebF native plugins based on Flutter packages. Create reusable plugins that wrap Flutter/platform capabilities as JavaScript APIs. Use when building plugins for native features like camera, payments, sensors, file…

• Pensieve

  by @kingkongshot

  Project knowledge base and workflow router. knowledge/ caches explored file locations, module boundaries, and call chains for reuse; decisions/maxims are established architecture decisions and coding standards to follow, not…

• Typesafe Ai

  by @typesafe-ai

  Build AI-powered software with TypeSafe: small units of AI intelligence you can use like programming primitives. Its System One models, including Jev, turn natural language and application state into typed judgments and…

• Token Optimizer

  by @alexgreensh

  Audit a Claude Code or Codex setup for context-window waste, then fix it and measure the savings. Use when context feels tight.

• Token Coach

  by @alexgreensh

  Plan a token-efficient Claude Code or Codex setup, or get a quick health check. Coaching, not the full audit (use token-optimizer for that).

• Token Dashboard

  by @alexgreensh

  Open the Token Optimizer dashboard in your browser (context usage, quality, savings). Use to view the dashboard.

• Session Handoff

  by @softaworks

  Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches capacity, (3) major task milestone completed, (4) work…

• Mermaid Diagrams

  by @softaworks

  Comprehensive guide for creating software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams (domain modeling, object-oriented design),…

• React Dev

  by @softaworks

  This skill should be used when building React components with TypeScript, typing hooks, handling events, or when React TypeScript, React 19, Server Components are mentioned. Covers type-safe patterns for React 18-19 including…

• Plugin Forge

  by @softaworks

  Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding plugin components (commands, agents, hooks), bumping plugin versions, or…

• Reducing Entropy

  by @softaworks

  Manual-only skill for minimizing total codebase size. Only activate when explicitly requested by user. Measures success by final code amount, not effort. Bias toward deletion.

• Difficult Workplace Conversations

  by @softaworks

  Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical…

• C4 Architecture

  by @softaworks

  Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate…

• Command Creator

  by @softaworks

  This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating…

• Feedback Mastery

  by @softaworks

  Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for…

• Lesson Learned

  by @softaworks

  Analyze recent code changes via git history and extract software engineering lessons. Use when the user asks 'what is the lesson here?', 'what can I learn from this?', 'engineering takeaway', 'what did I just learn?', 'reflect…

• Dependency Updater

  by @softaworks

  Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.

• Daily Meeting Update

  by @softaworks

  Interactive daily standup/meeting update generator. Use when user says 'daily', 'standup', 'scrum update', 'status update', 'what did I do yesterday', 'prepare for meeting', 'morning update', or 'team sync'. Pulls activity from…

• Commit Work

  by @softaworks

  Create high-quality git commits: review/stage intended changes, split into logical commits, and write clear commit messages (including Conventional Commits). Use when the user asks to commit, craft a commit message, stage…

• Game Changing Features

  by @softaworks

  Find 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or…

• Openapi To Typescript

  by @softaworks

  Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and type guards. This skill should be used when the user asks to generate types from OpenAPI, convert schema to TS, create API interfaces, or generate TypeScript types from…

• Web To Markdown

  by @softaworks

  Use ONLY when the user explicitly says: 'use the skill web-to-markdown ...' (or 'use a skill web-to-markdown ...'). Converts webpage URLs to clean Markdown by calling the local web2md CLI (Puppeteer + Readability), suitable for…

• Gemini

  by @softaworks

  Use when the user asks to run Gemini CLI for code review, plan review, or big context (>200k) processing. Ideal for comprehensive analysis requiring large context windows. Uses Gemini 3 Pro by default for state-of-the-art…

• Backend To Frontend Handoff Docs

  by @softaworks

  Create API handoff documentation for frontend developers. Use when backend work is complete and needs to be documented for frontend integration, or user says 'create handoff', 'document API', 'frontend handoff', or 'API…

• Codex

  by @softaworks

  Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. Uses GPT-5.2 by default for state-of-the-art software engineering.

• Agent Md Refactor

  by @softaworks

  Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles. Splits monolithic files into organized, linked documentation.

• Domain Name Brainstormer

  by @softaworks

  Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

• Naming Analyzer

  by @softaworks

  Suggest better variable, function, and class names based on context and conventions.

• Scrapecreators Api

  by @ScrapeCreators

  Scrape and extract public data from 27+ social media platforms using the ScrapeCreators REST API. Covers TikTok, Instagram, YouTube, LinkedIn, Facebook, Twitter/X, Reddit, Threads, Bluesky, Pinterest, Snapchat, Twitch, Kick,…

• Working Memory Protocol

  by @Bitterbot-AI

  Use when deciding what to record with working_memory_note, when the user says "remember this" or corrects you, or when a Crystal Pointer matches the topic. Not for answering from memory (use memory_search).

• Forage Economy

  by @Bitterbot-AI

  Use when anyone asks about bounties (or "forge"), agent earnings, the agent economy, marketplace skills, A2A activity or your network reputation. Not for wallet balances or payments (use the wallet tool).

• Circles Protocol

  by @Bitterbot-AI

  Use before calling the circles tool, when the user asks about their circles (connections, presence, messages, tab, briefing, asks) or wants to write to one. Not for P2P peers or bounties.

• Llm Wiki Upgrade

  by @sdyckjq-lab

  升级 llm-wiki 到最新版本。从 GitHub 拉取最新代码并通过官方 install.sh 升级核心主线。 网页、X、微信公众号、YouTube、知乎自动提取依赖默认不刷新；需要时再显式开启。 触发词：upgrade llm-wiki、更新 llm-wiki、llm-wiki 升级、llm-wiki update

• Ai Elements

  by @vercel

  Build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs, and more. Use when the user wants to build a chatbot, AI assistant UI, or any AI-powered chat interface.

• Project Settings Cascade

  by @samugit83

  Changing or adding a project setting / default value in RedAmon. A single setting is duplicated across Prisma, two separate Python settings modules, the orchestrator defaults endpoint, and the frontend fallback; miss a layer and…

• Builtin Agent Skill

  by @samugit83

  Adding a built-in Agent Skill (an attack technique like ssrf, xxe, rce) that ships hardcoded in RedAmon: classified by the Intent Router, injected into the agent prompt, toggled per project, badged in the chat drawer. Nine…

• Mcp Server Tools

  by @samugit83

  Adding, removing or changing a tool on RedAmon's INBOUND MCP server, where external agents connect in with a personal access token. The wiki API reference is generated from the server's live tools/list and goes stale silently,…

• Agentic Tool Integration

  by @samugit83

  Wiring a new tool the AI agent can call (not the recon pipeline): the tool registry, the phase map, the hardcoded dispatch chokepoint, and the duplicated execution paths that make a tool work in single mode but silently break in…

• Recon Tool Integration

  by @samugit83

  Adding a new tool to the recon pipeline: the enrichment-module contract and its isolated wrapper (the actual fan-out and test call path), graph completeness, and the preset catalog that silently strips unknown settings. Miss the…

• Supply Chain Scan

  by @samugit83

  Working on RedAmon's supply-chain scanner (offline OSV + GuardDog + retire + trufflehog): the offline OSV database that the scan path does not bootstrap, the world-readable requirement for the hardened scanner, and the…

• Add Community Skill

  by @samugit83

  Adding a Community Agent Skill: a Markdown attack-workflow file that users import from the catalog, which then competes in the Intent Router and is injected into the agent's system prompt. No Python, no rebuild - but it must…

• Redamon Testing

  by @samugit83

  How RedAmon tests actually run and how to author them: the per-file Docker gate, the unit/integration/live tiers, and the failure modes that make a green run a lie. Trigger: editing any test_*.py, *.test.ts(x) or tests/*.sh; a…

• Openai Image Gen

  by @Bitterbot-AI

  Batch-generate images via OpenAI Images API. Random prompt sampler + `index.html` gallery.

• Canvas

  by @Bitterbot-AI

  Display and control HTML content on connected Bitterbot nodes (Mac, iOS, Android) via the canvas host server. Use when presenting games, visualizations, dashboards, or interactive demos on a connected device, navigating canvas…

• Food Order

  by @Bitterbot-AI

  Reorder previous Foodora orders, preview cart contents, and track delivery ETA/status with ordercli. Use when the user wants to reorder food, check delivery status, or browse recent Foodora order history. Never confirm an order…

• Coding Agent

  by @Bitterbot-AI

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

• Social Data

  by @Bitterbot-AI

  Search and fetch social media data from Twitter/X, Reddit, and Hacker News.

• Releasenotes

  by @exceptionless

  Evaluate semantic-version impact and generate formatted changelogs from git history since the last release tag. Use when preparing or creating a release, choosing the next version, or drafting release notes that categorize…

• Frontend Architecture

  by @exceptionless

  Apply Exceptionless Svelte conventions when adding or restructuring frontend features.

• Ralph Tui Create Beads Rust

  by @subsy

  Convert PRDs to beads for ralph-tui execution using beads-rust (br CLI). Creates an epic with child beads for each user story. Use when you have a PRD and want to use ralph-tui with beads-rust as the task source. Triggers on:…

• Ralph Tui Create Beads

  by @subsy

  Convert PRDs to beads for ralph-tui execution. Creates an epic with child beads for each user story. Use when you have a PRD and want to use ralph-tui with beads as the task source. Triggers on: create beads, convert prd to…

• Internal Dev Workbench

  by @vercel

  Spin up a portless + tmux dev session for the Workflow SDK that gives each git worktree isolated `<branch>.<name>.localhost` URLs for the Next.js workbench and the observability UI, plus a Claude statusline that surfaces those…

• Migrating Workflow V4 To V5

  by @vercel

  Upgrades an app from Workflow SDK 4.x to 5.0. Use when bumping the `workflow` / `@workflow/*` dependencies to v5, or when hitting removed v4 APIs — `runStep`, `stepEntrypoint`, `workflow/internal/private`,…

• Workflow Init

  by @vercel

  Install and configure Vercel Workflow SDK before it exists in node_modules. Use when the user asks to "install workflow", "set up workflow", "add durable workflows", "configure workflow sdk", or "init workflow" for Next.js,…

• Emitting Output

  by @redhat-et

  Writing or converting formatted output in ripwire's C++ source — std::print/std::format via rw::emitTo, emitRaw and formatTo, which printf specifier maps to which format spec, and how to prove a conversion moved zero bytes. Use…

• Learning Opportunities

  by @DrCatHicks

  Facilitates deliberate skill development during AI-assisted coding. Offers interactive learning exercises after architectural work (new files, schema changes, refactors). Use when completing features, making design decisions, or…

• Orient

  by @DrCatHicks

  Generates a repo-specific orientation.md resource for the learning-opportunities skill. Invoke directly when the user asks for repo orientation; do not trigger automatically.

• App Store Preflight Compliance

  by @RevylAI

  Pre-submission compliance scanner workflow for Apple App Store apps. Use when reviewing iOS, macOS, tvOS, watchOS, or visionOS projects (Swift, Objective-C, React Native, Expo) for App Store rejection risks, submission…

• Greenlight

  by @RevylAI

  Pre-submission compliance scanner for the Apple App Store and Google Play. Use this skill when reviewing iOS, macOS, tvOS, watchOS, visionOS, or Android app code (Swift, Objective-C, Kotlin, Java, React Native, Expo) to identify…

• Live Weather Briefing Skill

  by @FrancyJGLisboa

  Create a current, source-linked weather briefing for a named city using the Open-Meteo geocoding and forecast APIs. Activate for requests such as "what is the weather in Sao Paulo?", "prepare a current weather briefing for…

• Github Release Briefing Skill

  by @FrancyJGLisboa

  Create a source-linked briefing for the latest published GitHub release of a public repository. Use for engineering teams tracking a dependency release; do not use it to publish releases or change repositories.

• Weekly Crm Report

  by @FrancyJGLisboa

  Cleans a weekly CRM export and produces a regional sales summary. Activates when the user asks to clean a CRM export, deduplicate sales rows, calculate regional totals, or generate a weekly sales report from a CSV.

• Pr Blocker Summarizer

  by @FrancyJGLisboa

  Summarizes open pull requests into a blockers-first standup digest. Activates when the user asks to summarize open PRs, find blocked pull requests, generate a PR standup, or triage review backlog from a PR export.

• Ron Web Server

  by @bionic-gpt

  Implement Axum loaders and actions using Rust on Nails typed routing, authorization, validation, HTML rendering, and persistence boundaries.

• Ron Web Pages

  by @bionic-gpt

  Build server-rendered Dioxus pages using opinionated Rust on Nails patterns. Use for layouts, lists, CRUD controls, typed navigation, forms, and validation feedback.

• Static Sites

  by @bionic-gpt

  Create or modify Bionic's generated marketing site, documentation, blog, course pages, and static assets. Use for content, layouts, summaries, Tailwind, or ssg_whiz changes under crates/bionic-gpt.

• Document Generation

  by @bionic-gpt

  Create polished printable documents and PDFs, including forms, checklists, reports, briefs, comparisons, worksheets, task lists, and other operational documents. Use Typst and compile to PDF.

• Ron Database

  by @bionic-gpt

  Manage PostgreSQL migrations, typed SQL queries, generated Rust bindings, and database authorization in Rust on Nails applications.

• Ron Auth

  by @bionic-gpt

  Implement identity and authorization boundaries in Rust on Nails applications. Use for verified identity, team membership, permissions, ownership, and authenticated transaction context.

• Dashboard Builder

  by @bionic-gpt

  Creates interactive dashboards using Bionic's dashboard DSL.

• Rust On Nails

  by @bionic-gpt

  Design Rust on Nails applications and cross-layer features using Axum, server-rendered Dioxus, PostgreSQL, and typed SQL. Use for architecture, crate boundaries, and request/data flow.

• Office Tools

  by @bionic-gpt

  Regenerate the built-in Office OpenAPI specs from a selected Archipelago ref. Use when the Office container or its upstream operation surface is updated.

• Apify Actor Development

  by @apify

  Develop, debug, and deploy Apify Actors - serverless cloud programs for web scraping, automation, and data processing. Use when creating new Actors, modifying existing ones, or troubleshooting Actor code.

• Apify Actorization

  by @apify

  Convert existing projects into Apify Actors - serverless cloud programs. Actorize JavaScript/TypeScript (SDK with Actor.init/exit), Python (async context manager), or any language (CLI wrapper). Use when migrating code to Apify,…

• Apify Generate Output Schema

  by @apify

  Generate output schemas (dataset_schema.json, output_schema.json, key_value_store_schema.json) for an Apify Actor by analyzing its source code. Use when creating or updating Actor output schemas.

• Xlsx

  by @K-Dense-AI

  Create, edit, analyze, or convert Excel spreadsheets (.xlsx, .xlsm, .xltx) where the workbook file is the primary deliverable. Use for formulas, formatting, financial models, multi-sheet workbooks, and tabular cleanup exported…

• Scientific Writing

  by @K-Dense-AI

  Draft, revise, and audit scientific manuscripts or reports with explicit evidence provenance, reporting-guideline coverage, authorship accountability, confidentiality controls, and local consistency checks. Use for manuscript…

• Pptx Posters

  by @K-Dense-AI

  Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved local content and assets. Use when the requested deliverable is a PowerPoint research/conference poster and exact physical,…

• Parallel Web

  by @K-Dense-AI

  Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source discovery,…

• Memory

  by @PhyAgentOS

  Two-layer memory system with grep-based recall.

• Openspec Explore

  by @Draculabo

  Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

• Openspec Verify Change

  by @Draculabo

  Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.

• Antigravity Manager

  by @Draculabo

  Comprehensive guide to Antigravity Manager architecture, workflows, and development. Use this to understand how to work on the project.

• Openspec Onboard

  by @Draculabo

  Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.

• Openspec Bulk Archive Change

  by @Draculabo

  Archive multiple completed changes at once. Use when archiving several parallel changes.

• Setup

  by @nizos

  Set up or update TDD Guard for the current project. Detects the test framework, installs or updates the matching reporter, and configures or migrates its configuration to match the current specification.

• Portaljs Add Dcat

  by @datopian

  Make a PortalJS portal harvestable by national/EU/US open-data portals — emit standards-compliant DCAT catalog feeds (DCAT 2/3, DCAT-AP, DCAT-US, national profiles) in JSON-LD, Turtle, and RDF/XML at build, with autodiscovery…

• Portaljs Add Dataset

  by @datopian

  Add a dataset (CSV, TSV, JSON, or GeoJSON) to an existing PortalJS portal. Appends an entry to datasets.json so the catalog and showcase render it automatically; routes the data by source (local file vs remote URL) — R2 via Git…

• Terraform Skill

  by @antonbabenko

  Use when writing, reviewing, or debugging Terraform/OpenTofu modules, tests, CI, scans, or state ops - diagnoses failure mode (identity churn, secrets, blast radius, CI drift, state corruption) with version-aware guards.

• Windows Privilege Escalation

  by @yaklang

  Windows local privilege escalation playbook. Use when you have low-privilege shell access on Windows and need to escalate via token abuse, Potato exploits, service misconfigurations, DLL hijacking, UAC bypass, or registry…

• Sandbox Escape Techniques

  by @yaklang

  Sandbox escape playbook. Use when breaking out of Python sandbox, Lua sandbox, seccomp filter, chroot jail, container/Docker, browser sandbox, or namespace isolation to achieve unrestricted code execution or file access.

• Sqli Sql Injection

  by @yaklang

  SQL injection playbook. Use when input reaches SQL queries, authentication logic, sorting, filtering, reporting, or DB-specific blind and out-of-band execution paths.

• Ssti Server Side Template Injection

  by @yaklang

  SSTI playbook. Use when template expressions, server-side rendering, preview features, or templating engines may evaluate attacker-controlled content.

• Prototype Pollution Advanced

  by @yaklang

  Advanced prototype pollution playbook — server-side RCE, client-side gadgets, filter bypasses, and detection techniques. Companion to ../prototype-pollution/ for basics. Use when you've confirmed pollution and need to escalate…

• Request Smuggling

  by @yaklang

  HTTP request smuggling and desynchronization testing. Use when front proxies, CDNs, or load balancers disagree with the origin on message framing (Content-Length vs Transfer-Encoding), on HTTP/2→HTTP/1 translation, or when…

• Reverse Shell Techniques

  by @yaklang

  Reverse shell techniques playbook. Use when establishing remote shells including language one-liners, encrypted shells (OpenSSL/socat/ncat), web shells, PTY upgrades, file transfer methods, PowerShell shells, and Windows payload…

• Steganography Techniques

  by @yaklang

  Steganography detection and extraction playbook. Use when analyzing images (LSB, PNG chunks, JPEG DCT, EXIF), audio (spectrogram, DTMF), files (polyglots, appended data, ADS), and text (whitespace, zero-width, homoglyphs) for…