Software Development AI agent skills

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

• Sculptor

  by @GadaaLabs

  Use when creating new skills, editing existing skills, or verifying skills work before deployment — applies TDD to process documentation with the same Iron Law as FORGE

• Tribunal

  by @GadaaLabs

  Use when completing tasks, implementing major features, or before merging to verify work meets requirements

• Blueprint

  by @GadaaLabs

  Use when you have a spec or requirements for a multi-step task, before touching code

• Forge

  by @GadaaLabs

  Use when implementing any feature or bugfix, before writing implementation code

• Better Auth Security Best Practices

  by @zenobi-us

  Configure rate limiting, manage auth secrets, set up CSRF protection, define trusted origins, secure sessions and cookies, encrypt OAuth tokens, track IP addresses, and implement audit logging for Better Auth. Use when users…

• Create Auth

  by @zenobi-us

  Scaffold and implement authentication in TypeScript/JavaScript apps using Better Auth. Detect frameworks, configure database adapters, set up route handlers, add OAuth providers, and create auth UI pages. Use when users want to…

• Best Practices

  by @zenobi-us

  Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to set up TypeScript…

• Sentinel

  by @GadaaLabs

  Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always

• Twg Agentic Search

  by @zenobi-us

  Use with root `twg` for deep iterative enterprise/company knowledge search and internal research with Rovo Search across connected apps/connectors including Confluence, Jira, Drive, Slack, Bitbucket, and GitHub.

• Vault

  by @GadaaLabs

  Use when starting feature work that needs isolation from the current workspace, or before executing implementation plans — creates isolated git worktrees with smart directory selection and safety verification

• Twg Jira Resolve Merged Work

  by @zenobi-us

  Clean up stale or unresolved Jira workitems. Dry-run single items, lists, boards, sprints, epics, or projects by matching Jira keys/titles to merged PRs, repos, Rovo/search-code hits, and assignee activity.

• Sop Rfc2119

  by @zenobi-us

  Use when writing SOPs that require precise requirement levels using RFC 2119 constraint keywords (MUST, SHOULD, MAY). Covers proper usage of requirement keywords for deterministic agent behavior.

• Oracle

  by @GadaaLabs

  Pre-task intelligence layer — classify complexity, select skill chain, search patterns, assign model tier. Run BEFORE any non-trivial task begins. Turns the system from reactive to proactive.

• Pathfinder

  by @GadaaLabs

  Structured first-pass exploration of an unfamiliar codebase — what to read, in what order, what to map, what traps to find. Use when entering any new or inherited project before writing code.

• Arbiter

  by @GadaaLabs

  Use when receiving code review feedback, before implementing any suggestion — requires technical verification and reasoned evaluation, not performative agreement or blind implementation

• Seal

  by @GadaaLabs

  Use when implementation is complete and all tests pass — guides branch completion through four structured options (merge, PR, keep, discard) with verification and worktree cleanup

• Sop Authoring

  by @zenobi-us

  Use when writing or creating new Standard Operating Procedures (SOPs) for AI agents. Covers effective SOP writing, clarity principles, and actionable instruction design.

• Twg Context Discovery

  by @zenobi-us

  Use with root `twg` for deep context, dependency maps, related entities, project-to-repo discovery, OOO catch-ups, and "catch me up" requests around a concrete anchor.

• Sop Structure

  by @zenobi-us

  Use when structuring Standard Operating Procedures with proper sections, organization, and markdown formatting. Covers SOP anatomy and section organization.

• Vector

  by @GadaaLabs

  Select optimal AI model by task complexity — route to cheap/fast models for simple tasks, capable models for complex reasoning

• Chronicle

  by @GadaaLabs

  Store and retrieve patterns from past work using semantic search; adds self-learning capability to Superpowers

• Commander

  by @GadaaLabs

  Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

• Commit

  by @zenobi-us

  Commit staged and unstaged changes with atomic conventional commits.

• Docker Local Dev

  by @thienanblog

  Create or repair local Docker Compose services, Dockerfiles, mounts, networking, and readiness checks. Use when container configuration is the deliverable; ordinary container commands and production deployment are separate…

• Prisma Client Api

  by @prisma

  Prisma Client API reference covering model queries, filters, operators, and client methods. Use when writing database queries, using CRUD operations, filtering data, or configuring Prisma Client. Triggers on "prisma query",…

• Prisma Compute

  by @prisma

  Prisma Compute deployment and hosting guide. Use whenever the user mentions Prisma Compute, `prisma.compute.ts`, `defineComputeConfig`, deploying or hosting a Prisma app, `@prisma/cli app deploy`, `compute:deploy`,…

• Prisma Postgres Setup

  by @prisma

  Obtain or reuse a Prisma Postgres database and connect an application. Use for "set up Prisma Postgres", "connect my app to Prisma Postgres", or Prisma Postgres setup in v0 and Vercel Marketplace. Hands Prisma ORM configuration…

• Documentation Guidelines

  by @thienanblog

  Create, audit, or consolidate durable project documentation, including feature rules, contracts, workflows, and runbooks. Use when documentation is the main deliverable; routine code changes can update their owning docs directly.

• Run Reviewable Subtask Loop

  by @thienanblog

  Deliver an explicitly requested multi-subtask plan as sequential reviewed and verified commits with one aggregate publication path. Use only when the user requests or accepts this workflow; subtasks do not authorize subagents.

• Bmad Bme Agent Mila

  by @amalik

  Research convergence specialist for Jobs-to-be-Done framing, Pains & Gains analysis, and cross-source synthesis. Refuses to call something a pattern from one source — "three sources or it's an anecdote".

• Performance Optimization

  by @thienanblog

  Measure and improve latency, resource use, queries, rendering, or build/test throughput. Use when performance is the primary problem; preserve correctness and compare equivalent workloads.

• Debugging Workflow

  by @thienanblog

  Reproduce, isolate, and fix unexplained failures, regressions, or flaky behavior. Use when the cause is uncertain; a known-cause fix usually needs only the normal implementation workflow.

• Laravel 11 12 App Guidelines

  by @thienanblog

  Implement changes in Laravel 11 or 12 using the installed framework, frontend, and command runner. Select by composer evidence; Laravel 12-to-13 upgrades use laravel-13-app-guidelines.

• Dynamic

  by @ww-w-ai

  Fullstack development skill using bkend.ai BaaS platform. Covers authentication, data storage, API integration for dynamic web apps. Project initialization with "init dynamic" or "dynamic init". Use proactively when user needs…

• Starter

  by @ww-w-ai

  Static web development skill for beginners and non-developers. Covers HTML/CSS/JavaScript and Next.js App Router basics. Project initialization with "init starter" or "starter init". Use proactively when user is a beginner or…

• Btw

  by @ww-w-ai

  Collect improvement suggestions during work. By-The-Way captures ideas, observations, and suggestions without interrupting the current workflow. Stores entries in .bkit/btw.json for later review and promotion. Use proactively…

• Skill Status

  by @ww-w-ai

  Show loaded skills inventory with status, classification, and coverage information. Lists all skills from the skills/ directory with their activation state. Use proactively when user asks about available skills, loaded commands,…

• Rollback

  by @ww-w-ai

  Manage checkpoints and rollback for safe recovery. Create restore points before risky operations and restore to previous states when needed. Use proactively when user mentions rollback, undo, restore, checkpoint, or recovery.…

• Gemini Cli Learning

  by @ww-w-ai

  Gemini CLI learning and education skill. Teaches users how to configure and optimize Gemini CLI settings. Start learning/setup with "learn" or "setup". Use proactively when user is new to Gemini CLI or asks about configuration.…

• Control

  by @ww-w-ai

  View and change bkit automation settings. Shows current automation level, feature flags, trust score, and guardrail configuration. Use proactively when user asks about automation settings, trust level, or guardrails. Triggers:…

• Deploy

  by @ww-w-ai

  Deployment guidance and checklist for dev, staging, and production environments. Creates a checkpoint before deploy and provides a structured pre-deploy checklist. Use proactively when user mentions deploying, releasing, or…

• Phase 8 Review

  by @ww-w-ai

  Skill for verifying codebase quality and gap analysis. Covers architecture consistency and convention compliance. Use proactively when implementation is complete and quality verification is needed. Triggers: code review,…

• Phase 6 Ui Integration

  by @ww-w-ai

  Skill for implementing UI and integrating with APIs. Covers frontend-backend integration and state management. Use proactively when user needs to connect frontend with backend. Triggers: UI implementation, API integration, state…

• Phase 1 Schema

  by @ww-w-ai

  Skill for defining terminology and data structures. Covers domain terminology, entities, relationships, and schema design. Use proactively when starting a new project or when data structures are unclear. Triggers: schema,…

• Phase 2 Convention

  by @ww-w-ai

  Skill for defining coding rules and conventions. Ensures consistent code style and specifies coding standards. Use proactively when starting a new project or when coding standards are needed. Triggers: convention, coding style,…

• Desktop App

  by @ww-w-ai

  Desktop app development guide for cross-platform applications. Covers Electron and Tauri frameworks. Use proactively when user wants to build desktop applications. Triggers: desktop app, Electron, Tauri, mac app, windows app,…

• Bkit Templates

  by @ww-w-ai

  PDCA document templates for consistent documentation. Plan, Design, Analysis, and Report templates. Use proactively when generating PDCA documents. Triggers: template, plan document, design document, analysis document, report,…

• Mobile App

  by @ww-w-ai

  Mobile app development guide for cross-platform apps. Covers React Native, Flutter, and Expo frameworks. Use proactively when user wants to build mobile apps. Triggers: mobile app, React Native, Flutter, Expo, iOS, Android, 모바일…

• Phase 4 Api

  by @ww-w-ai

  Skill for designing and implementing backend APIs. Includes Zero Script QA methodology for API validation. Use proactively when user needs to design or implement backend APIs. Triggers: API design, REST API, backend, endpoint,…

• Prisma Driver Adapter Implementation

  by @prisma

  Required reference for Prisma ORM 7 SQL driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter, Transaction, savepoint, result mapping, or DriverAdapterError…

• Simplify

  by @ww-w-ai

  Review changed code for reuse, quality, and efficiency, then fix any issues found. Use after PDCA Check >= 90% or when code review is needed. Triggers: simplify, clean code, refactor, reduce complexity, 간소화, 코드 정리, リファクタリング,…

• Fanvue

  by @viralcode

  Manage content, chats, subscribers, and earnings on the Fanvue creator platform via OAuth 2.0 API.

• Ux Researcher Designer

  by @viralcode

  UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey…

• Technews

  by @viralcode

  Fetches top stories from TechMeme, summarizes linked articles, and highlights social media reactions. Use when user wants tech news or says /technews.

• Miniflux News

  by @viralcode

  Fetch and triage the latest unread RSS/news entries from a Miniflux instance via its REST API using an API token. Use when the user asks to get the latest Miniflux unread items, list recent entries with titles/links, or generate…

• Smtp Send

  by @viralcode

  Send emails via SMTP with support for plain text, HTML, and attachments. Use when the user asks to send an email, email someone, or compose and send a message. Supports single recipients and can include file attachments. Works…

• Xcodebuildmcp

  by @viralcode

  Use when the user needs Xcode build/test/run workflows, simulator or device control, UI automation, screenshots/video, logs, or LLDB debugging through XcodeBuildMCP tools. Includes discovery of projects/schemes, session…

• Agentlens

  by @viralcode

  Navigate and understand codebases using agentlens hierarchical documentation. Use when exploring new projects, finding modules, locating symbols in large files, finding TODOs/warnings, or understanding code structure.

• Linux Service Triage

  by @viralcode

  Diagnoses common Linux service issues using logs, systemd/PM2, file permissions, Nginx reverse proxy checks, and DNS sanity checks. Use when a server app is failing, unreachable, or misconfigured.

• Nextjs Expert

  by @viralcode

  Use when building Next.js 14/15 applications with the App Router. Invoke for routing, layouts, Server Components, Client Components, Server Actions, Route Handlers, authentication, middleware, data fetching, caching,…

• Btp Diagram Generator

  by @likweitan

  Generate SAP BTP (Business Technology Platform) solution architecture diagrams as native draw.io (.drawio) files following the official SAP BTP Solution Diagram guidelines (Fiori Horizon design system) and open them via a…

• Ai Elements

  by @laguagu

  Build AI chat interfaces with pre-built shadcn-style components (Message, Conversation, PromptInput, Reasoning, Sources, Tool, Artifact, CodeBlock, Suggestion, Task, Image, ChainOfThought, InlineCitation, WebPreview, Checkpoint,…

• React Best Practices

  by @laguagu

  React and Next.js performance optimization guide from Vercel Engineering (70 rules in 8 categories). Use when writing, reviewing, or refactoring React/Next.js code to eliminate waterfalls, reduce bundle size, prevent re-renders,…

• Synthesis

  by @NatsuFox

  Convert stored Tapestry artifacts into higher-level synthesis. Use when a user wants interpretation, consolidation, research notes, or analysis built on top of an already-ingested URL or note.

• Next Best Practices

  by @laguagu

  Next.js App Router best practices covering file conventions, RSC boundaries, async APIs, data patterns, hydration errors, metadata, route handlers, image/font optimization, and bundling. Use when writing or reviewing Next.js…

• Feed

  by @NatsuFox

  Turn a crawler-produced Tapestry artifact into a source-appropriate structured feed. Use when a user wants a rigorous feed entry, normalized text output, or source-specific organization rather than a loose free-form summary.

• Openai Agents Sdk

  by @laguagu

  OpenAI Agents SDK (Python) development. Use when building AI agents, multi-agent handoffs, function tools, guardrails, sessions, streaming, or tracing with the `openai-agents` / `agents` Python package — including Azure OpenAI…

• Ai Sdk 6

  by @laguagu

  Vercel AI SDK v6 development. Use when building AI agents, chatbots, tool integrations, streaming apps, or structured output with the ai package. Covers ToolLoopAgent, useChat, generateText, streamText, tool approval,…

• Visual Card

  by @NatsuFox

  Generate professional visual note cards (视觉笔记卡片/信息图) from knowledge base content as single-page HTML infographics with PNG export. Use when users want to create visual summaries, knowledge cards, infographics, or poster-style…

• Init Deps Install

  by @NatsuFox

  Automatically triggered when Tapestry is first launched on a new environment or lacks dependencies. Intelligently detects environment and installs Tapestry dependencies with user confirmation.

• Vercel React View Transitions

  by @laguagu

  Guide for implementing smooth, native-feeling animations using React's View Transition API (the `ViewTransition` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to…

• Nextjs Seo

  by @laguagu

  Next.js App Router SEO optimization and auditing. Use when implementing or fixing SEO in a Next.js app — metadata and generateMetadata, viewport/themeColor, Open Graph and og/twitter images (file conventions + ImageResponse),…

• Sap Fiori Url Generator

  by @likweitan

  Generate SAP Fiori Launchpad URLs from app names using AppList.json. Looks up app information by name and constructs proper FLP URLs with required parameters like sap-client and sap-language.

• Abap

  by @likweitan

  Comprehensive ABAP code quality checking using abaplint (automated static analysis) and Clean ABAP principles (manual code review). Use when users ask to check, lint, validate, review, or analyze ABAP code for syntax errors,…

• Ai Sdk

  by @laguagu

  Answer questions about the AI SDK and help build AI-powered features. Use when developers ask about Vercel AI SDK, generateText, streamText, ToolLoopAgent, useChat, providers, tools, structured output, embeddings, streaming, or…

• Display

  by @NatsuFox

  Expose the organized knowledge base through a readable frontend experience. Use when a user wants to browse the knowledge base visually as a lightweight site instead of reading raw Markdown files directly. Supports building…

• Ai App

  by @laguagu

  Full-stack AI application generator with Next.js, AI SDK, and ai-elements. Use when creating chatbots, agent dashboards, or custom AI applications. Triggers: chatbot, chat app, agent dashboard, AI application, Next.js AI,…

• Cache Components

  by @laguagu

  Expert guidance for Next.js Cache Components and Partial Prerendering (PPR). Use when implementing 'use cache' directive, configuring cache lifetimes with cacheLife(), tagging cached data with cacheTag(), invalidating caches…

• Abap Cloud

  by @likweitan

  Help with ABAP Cloud development and the clean core level concept (Levels A, B, C, D) including ABAP Cloud vs. classic ABAP development models, ABAP Cloud language version restrictions, wrapper patterns for non-released APIs,…

• Btp Abap Environment

  by @likweitan

  Help with SAP BTP ABAP Environment setup and development including service instance creation, ADT connectivity, communication arrangements, communication scenarios, inbound/outbound services, destination configuration, identity…

• Rap

  by @likweitan

  Help with RAP (RESTful ABAP Programming Model) development including behavior definitions, EML statements, managed and unmanaged BOs, draft handling, actions, validations, determinations, side effects, and business events. Use…

• Rap Business Events

  by @likweitan

  Help with RAP business events and enterprise eventing including event definitions in behavior definitions, raising events from RAP handler methods, event bindings, SAP Event Mesh integration, event consumption, and event-driven…

• Ingest

  by @NatsuFox

  Primitive web crawling and scraping for one or more URLs. Use when a user shares links, asks to ingest or archive web content, or needs raw source artifacts normalized into reusable local records before feed-building or synthesis.

• Subscriptions

  by @NatsuFox

  Manage RSS/Atom feed subscriptions and refresh them into the Tapestry knowledge base. Use when the user wants to list, add, remove, or refresh subscribed feed sources by name rather than by URL.

• Abapgit

  by @likweitan

  Help with abapGit workflows including repository setup, cloning, serialization, branching strategies, transport-vs-git workflows, CI/CD integration, and .abapgit.xml configuration. Use when users ask about abapGit, git for ABAP,…

• Go

  by @laguagu

  Opens the running app in a browser and verifies recent UI changes actually work. Use whenever the user wants a quick smoke test or sanity check of recent work, or says "go", "open in browser", "check in browser", "test your…

• Hetzner Cloud

  by @laguagu

  Manage Hetzner Cloud infrastructure with the `hcloud` CLI — servers, networks, firewalls, load balancers, volumes, DNS zones, SSH keys, primary/floating IPs, snapshots, certificates, placement groups, storage boxes. Use whenever…

• Chrome Devtools

  by @laguagu

  Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests, profile performance…

• Convex Docs

  by @get-convex

  Pull version-current Convex docs for the version this project uses — pin the installed version, fetch page-as-markdown or check node_modules types, freshness hierarchy — instead of writing a possibly-stale API from memory.

• Convex Backup

  by @get-convex

  Set up Convex backups and run a restore DRILL that proves recovery — snapshot, restore into a throwaway preview, assert the data came back — plus a schedule matched to your RPO and a gated recovery runbook.

• Convex Reviewer

  by @get-convex

  Convex code reviewer — security, auth, validators, performance, and pattern checks for code in a convex/ directory. Use to review or audit Convex functions before shipping.

• Handoff

  by @laguagu

  Write or update a HANDOFF.md so a fresh agent can continue this work. Use when the user says "handoff", "compact this", "context is full", or "/clear and continue".

• Convex Migrate Rehearse

  by @get-convex

  Rehearse a live-app schema change + backfill on a snapshot-seeded preview deployment, verify, then promote the proven change to prod with the snapshot as rollback.

• Wp Openclaw Setup

  by @Sarai-Chinwag

  Install wp-openclaw on a VPS. Use this skill from your LOCAL machine to deploy a self-contained WordPress + OpenClaw environment on a remote server.

• Convex Sentinel

  by @get-convex

  Set up Sentinel production error capture in your own Convex deployment.

• Convex Env

  by @get-convex

  Set and wire Convex deployment env vars / secrets for the app.

• Ghost Theme

  by @damusix

  Build, customize, and deploy Ghost CMS themes. Use whenever the user mentions Ghost themes, Ghost CMS, Handlebars templates (.hbs), Ghost Admin, membership/subscription integration, custom settings, or the content API — even…

• Hapi

  by @damusix

  Creates, configures, and debugs `@hapi/hapi` servers — implements routes, plugins, auth schemes, validation, caching, and request lifecycle hooks. Use when building HTTP APIs, setting up stale-while-revalidate caching,…

• Mssql Server

  by @damusix

  Writes, optimizes, and debugs T-SQL queries. Explains SQL Server internals, troubleshoots performance issues, and guides database administration tasks including backup/restore, high availability, security, and index design. Use…

• Cli Building

  by @damusix

  Use when building TypeScript CLIs. Guides command structure, interactive prompts, tab completion, and terminal UI niceties (spinners, progress, inline regions) using citty, `@clack/prompts`, `@bomb.sh/tab`, and `@bomb.sh/tty` —…