Software Development AI agent skills

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

• Journey Preflight

  by @butterbase-ai

  Use before any Butterbase platform-touching action (or when journey-preflight is invoked directly) to verify the user has a Butterbase account, the MCP server is connected, BUTTERBASE_API_KEY is set, and an app_id exists for…

• Feature Dev

  by @waybarrios

  Guide a feature implementation through a structured seven-phase workflow with deep codebase understanding, clarifying questions, parallel architecture design, and quality review. Use this skill when the user asks to build a new…

• Journey Rls

  by @butterbase-ai

  Use as the RLS build stage of the Butterbase journey, after journey-schema. Implements the RLS section of 02-plan.md by delegating to debug-rls policy patterns (for proactive creation, not debugging). Calls manage_rls…

• Journey Frontend

  by @butterbase-ai

  Use as the frontend build stage of the Butterbase journey. Implements the Frontend section of 02-plan.md by delegating to deploy-frontend. Scaffolds (if needed) and deploys via create_frontend_deployment + manage_frontend…

• Journey Agents

  by @butterbase-ai

  Use as the agents build stage of the Butterbase journey. Implements the Agents section of 02-plan.md by delegating to the `agents` skill for each agent. Registers any required MCP servers, validates each graph_spec, creates the…

• Mcp Builder

  by @waybarrios

  Guide the creation of high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when the user wants to build an MCP server to integrate an external API…

• Agents

  by @butterbase-ai

  Use when designing, deploying, or debugging a Butterbase Agent (declarative LLM/tool graph), registering an MCP server for tool use, or wiring access controls and rate limits. Agents are first-class app resources defined by a…

• Templates

  by @butterbase-ai

  Use when publishing a Butterbase app as a public template (visibility + listed + repo snapshot), browsing the template gallery, or cloning a template with environment-variable preflight. Templates are public apps with a pushed…

• Design Patterns

  by @waybarrios

  Agents should invoke this skill when choosing patterns, designing traits/interfaces/components, deciding abstraction boundaries, evaluating dependency injection/callbacks, or comparing implementation approaches in Rust,…

• Meetings

  by @butterbase-ai

  Use when building features that join, record, or transcribe Zoom/Meet/Teams/Webex calls — meeting bots, call notetakers, sales-call summarizers, interview transcribers. Covers ctx.ai.meetings.start/get/stop/list, webhook setup,…

• Humanizer

  by @waybarrios

  Rewrite AI-generated copy in Spanish and English so it sounds direct, concrete and human while preserving meaning, facts and numbers exactly. Use when drafts feel robotic, verbose or translated and need short active sentences…

• Hf Cli

  by @waybarrios

  Use the `hf` CLI for Hub authentication, downloads, uploads, repositories, cache, jobs, buckets, webhooks, and endpoint administration. Use for CLI operations, not model recommendations, paper analysis, training design, or…

• Code Quality

  by @waybarrios

  Agents should invoke this skill for code reviews, linting/formatting setup, maintainability checks, complexity concerns, warning cleanup, coding standards, or quality gates in Rust, TypeScript, Python, shell, and mixed repos.

• Function Dev

  by @butterbase-ai

  Use when developing, deploying, or debugging Butterbase serverless functions, or when the user needs to add backend logic like webhooks, scheduled jobs, or custom API endpoints

• Storage

  by @butterbase-ai

  Use when uploading or downloading files, generating presigned URLs, configuring storage ACLs, or persisting file references (avatars, attachments, images) in a Butterbase app

• Deploy Frontend

  by @butterbase-ai

  Use when deploying a frontend (React, Next.js, or static HTML) to a live URL on Butterbase, or when troubleshooting deployment issues like MIME type errors or blank pages

• Schema Design

  by @butterbase-ai

  Use when designing database schemas, creating or modifying tables, choosing column types, adding indexes, or working with the Butterbase declarative schema DSL

• Realtime

  by @butterbase-ai

  Use when enabling WebSocket subscriptions for live database changes, presence/multiplayer state, or when debugging clients that connect but receive no events

• Contributing

  by @butterbase-ai

  Use when contributing to the Butterbase codebase, adding new MCP tools, creating API routes, writing migrations, or understanding the monorepo architecture

• Debug Rls

  by @butterbase-ai

  Use when users report access denied errors, see wrong data, RLS policies are not working, or when troubleshooting Row-Level Security issues in Butterbase

• Social Push

  by @jihe520

  使用 agent-browser 帮用户将内容发到社交媒体上。当用户需要发布内容、推送文章、上传文章、发帖到社交平台时使用此 skill。

• Claude Design

  by @kwakseongjae

  현재 코드베이스(또는 폴더)를 분석해 "디자인 컨텍스트 브리프"(스택/디자인 토큰/컴포넌트/ 라우트/실제 UI 카피/큐레이션된 에셋/레포 링크)를 합성하고, 그걸 Claude Design (claude.ai/design)에 자동으로 전달해 디자인을 생성한 뒤 결과 링크를 터미널에 클릭 가능한 형태로 돌려주는 스킬. 터미널 한 번의 호출로 코드베이스 → Claude Design 컨텍스트 이관을 수행한다.…

• Google Analytics

  by @kwakseongjae

  Analyze Google Analytics data, review website performance metrics, identify traffic patterns, and suggest data-driven improvements. Use when the user asks about analytics, website metrics, traffic analysis, conversion rates,…

• Release

  by @cubeplexai

  Prepare and publish cubeplex releases across backend, frontend, sandbox, Helm, Docker Compose, Git tags, and container registries. Use when cutting a release, bumping release versions, publishing Docker images, promoting image…

• Pr Codex Review Loop

  by @cubeplexai

  Use when a PR has been (or is about to be) pushed and needs the codex review loop — push → wait → fetch new comments via the bundled codex-poll.sh → fix actionable feedback → reply to every comment → re-tag @codex → repeat until…

• Cubeplex Tdd

  by @cubeplexai

  Use when implementing a cubeplex feature, business rule, reusable core behavior, or a bug fix whose contract will keep evolving — the red→green→refactor loop. This skill is the TDD loop and the when-to-TDD judgment; it defers…

• Omd:Release Hygiene

  by @kwakseongjae

  오픈소스 릴리스 위생 루틴. 새 기능/스킬/에이전트를 추가했을 때 (1) 부산물(v1/v2 .bak, _source, 로그, scratch dir)이 changeset에 없는지, (2) 문서(README/docs/home)가 동기화됐는지, (3) npm 배포 대상인지(skills/ + files vs .claude local-preview) 판단했는지 체크리스트로 강제. '릴리스 준비', '커밋 전…

• Omd

  by @kwakseongjae

  Compatibility router for older `omd` invocations. Route existing UI work to omd:apply, autonomous greenfield work to omd:autopilot, and DESIGN.md-only setup or migration to omd:init. Use it only when the legacy skill name is…

• Differential Review

  by @vibeeval

  Security-focused differential code review with blast radius analysis, risk-adaptive depth (DEEP/FOCUSED/SURGICAL), git history correlation, and structured finding format. Adapted from Trail of Bits. Use when reviewing PRs,…

• Pi Intercom

  by @nicobailon

  Streamline session-to-session coordination with pi-intercom. Send messages, delegate tasks, and coordinate work across multiple pi sessions on the same machine. Use for planner-worker workflows, cross-session context sharing,…

• Deep Interview

  by @vibeeval

  Mathematically rigorous Socratic interview system that drives ambiguity below 20% before any code is written. One question per message, weighted ambiguity scoring, brownfield-aware, outputs a complete PRD. Replaces…

• Experiment Loop

  by @vibeeval

  Autonomous experiment loop: hypothesize > modify > test > evaluate > keep/discard > repeat. Run N experiments automatically with measurable metrics. Works for performance optimization, A/B testing, prompt engineering, and any…

• Agent Tamagotchi

  by @vibeeval

  Terminal pet that lives in your statusline. 12 species, 5 stats (DEBUGGING, PATIENCE, CHAOS, WISDOM, SPEED). Reacts to your workflow - happy when tests pass, sad when builds fail, excited during swarm mode. Deterministic species…

• Ai Slop Cleaner

  by @vibeeval

  Post-implementation cleanup that removes AI-generated bloat while preserving functionality. Runs pass-by-pass with test verification after each pass. Activate after kraken/spark complete a feature, or when a codebase needs…

• Cognitive Modes

  by @vibeeval

  Gorev tipine gore dusunme modu secimi. 5 mod -- analytical (derin analiz), creative (yaratici cozum), systematic (adim adim), rapid (hizli aksiyon), debug (hata izleme). Her mod farkli prompt stratejisi ve karar agaci kullanir.

• Codex Orchestration

  by @vibeeval

  OpenAI Codex CLI + Claude Code (Hizir) birlikte kullanim rehberi. Is dagitim pattern'leri, GitHub Actions workflow ornekleri, review dongusu ve iki AI yazilim asistaninin guclu yanlarini birlestiren orchestration stratejileri.

• Factcheck Guard

  by @vibeeval

  Use this skill when making any factual claim about the codebase — existence, absence, or behavior. Converts the claim-verification rule into a systematic action protocol that prevents false assertions from grep-only results.

• Agent Linter

  by @vibeeval

  Agent ve skill dosyalarinin yapisal dogrulamasi. Frontmatter kontrol, naming convention, zorunlu bolum kontrolu, tutarlilik denetimi. Yeni agent/skill eklendiginde veya mevcut dosyalar duzenlediginde otomatik calistirilir.

• Omd:Locale Adapter

  by @kwakseongjae

  한국어 canonical 문서·UX copy를 EN/JA/ZH-CN/ZH-TW로 번역이 아니라 locale adaptation한다. thesis·사실·명령어는 보존하되 문장 순서, 주어, register, 제품 용어와 호흡은 각 언어에서 다시 쓴다. '다국어 적용', '영문/일문/간체/대만어 버전', 'locale 문서 만들어줘' 요청에 사용한다.

• Experiment Engine

  by @vibeeval

  Otonom deney dongusu. Kod degisikligi yap, olc, karsilastir, kabul et veya geri al. Metrik bazli karar verme ile performans, boyut veya kalite optimizasyonu. Tek basina veya agent ile kullan.

• Autonomous Pr

  by @vibeeval

  Otonom PR yasam dongusu. PR olustur, CI bekle, hata varsa duzelt, review feedback'i uygula, merge'e hazirla. Budget ve zaman limiti ile kontrol altinda tutulan tam otonom PR pipeline'i.

• Circuit Breaker

  by @vibeeval

  Agent hata toleransi ve devre kesici pattern. Ust uste hata yapan agent'i durdur, cooldown uygula, fallback'e gec. Kaskatli hatalari ve sonsuz retry dongularini onler.

• Django Security

  by @vibeeval

  Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations.

• Commit Trailers

  by @vibeeval

  Commit mesajlarina yapilandirilmis karar trailer'lari ekle. Constraint, Rejected, Confidence, Scope-risk, Not-tested trailer'lari ile karar baglamini koru.

• Achievements

  by @vibeeval

  Steam-style achievement system with XP, levels, streaks, and skill trees. Gamifies the development workflow. 25 achievements across 5 categories.

• Django Patterns

  by @vibeeval

  Django architecture patterns, REST API design with DRF, ORM best practices, caching, signals, middleware, and production-grade Django apps.

• Diff Review Strategy

  by @vibeeval

  PR size-based review depth, performance review checklist, architecture conformance checks, and framework-specific review patterns.

• Form Validation

  by @vibeeval

  React Hook Form + Zod integration, multi-step forms, optimistic validation, server-side error mapping, and file upload patterns.

• Animation Patterns

  by @vibeeval

  Framer Motion patterns, page transitions, skeleton loading, scroll-linked animations, and gesture-based interactions for React.

• Accessibility Testing

  by @vibeeval

  axe-core integration, WCAG 2.2 AA checklist, keyboard navigation testing, screen reader testing, and ARIA pattern validation.

• Compliance Patterns

  by @vibeeval

  GDPR data handling, audit logging, data classification, retention policies, and consent management for regulatory compliance.

• Feature Flag Patterns

  by @vibeeval

  Gradual rollout strategies, kill switches, A/B testing integration, flag lifecycle management, and technical debt prevention.

• Concurrency Security

  by @vibeeval

  TOCTOU prevention, distributed locking, idempotency keys, race condition detection for Node.js and serverless environments.

• Error Boundary

  by @vibeeval

  React error boundary hierarchy, fallback UI patterns, offline-first fallback, retry mechanisms, and graceful degradation.

• Aws Patterns

  by @vibeeval

  Lambda best practices, S3 event patterns, SQS/SNS fanout, and DynamoDB access patterns for serverless AWS architectures.

• Caching Patterns

  by @vibeeval

  Redis caching strategies, cache invalidation, write-through/write-behind, TTL management, and cache stampede protection.

• Chaos Engineering

  by @vibeeval

  Failure injection patterns, blast radius control, steady state hypothesis, and gameday planning for resilience testing.

• Git Commit

  by @cubeplexai

  Create well-formatted git commits following conventional commit standards (type/scope/subject, with body and footer).

• Canary Deploy Patterns

  by @vibeeval

  Traffic splitting, health checks, automated rollback, progressive delivery, and canary analysis for safe deployments.

• Elasticsearch Patterns

  by @vibeeval

  Mapping design, query optimization, aggregation patterns, index lifecycle management, and search relevance tuning.

• Event Driven Patterns

  by @vibeeval

  Message queue patterns with BullMQ, Kafka, RabbitMQ - saga, outbox, dead letter queue, exactly-once semantics.

• Dependency Analysis Patterns

  by @vibeeval

  Dependency graph visualization, circular dependency detection, CVE scanning, and license compliance

• Api Versioning Patterns

  by @vibeeval

  API versioning strategies, breaking change detection, deprecation lifecycle, and migration guides

• Coding Standards

  by @vibeeval

  Universal coding standards - naming, formatting, error handling, immutability, SOLID principles

• Cost Optimization Patterns

  by @vibeeval

  Cloud cost optimization, token/API cost tracking, build time optimization, and FinOps patterns

• Changelog Automation

  by @vibeeval

  Git history'den otomatik changelog, semantic versioning, release notes, conventional commits

• Config Security Scan

  by @vibeeval

  Scan .claude/ directory for security misconfigurations, exposed secrets, unsafe permissions

• Browser Debugging

  by @vibeeval

  Chrome DevTools MCP ile browser debugging. Console, network, performance, DOM analizi.

• Code Knowledge Graph

  by @vibeeval

  Codebase'i knowledge graph olarak analiz et. Dependency, call graph, hotspot analizi.

• Browser Automation

  by @vibeeval

  AI browser automation - navigate, interact, extract, verify via browser-use MCP

• Azure Patterns

  by @vibeeval

  Azure Functions, Cosmos DB modeling, Service Bus patterns, Bicep templates

• Contract Testing Patterns

  by @vibeeval

  Pact consumer-driven contracts, provider verification, schema evolution

• Value Realization

  by @Done-0

  Judge whether something actually produces value in a concrete scenario. Value is a beneficial relational property between subject and object, conditioned on the states of both sides, that only holds in a specific scenario.…

• Anti Ai Slop Writing

  by @jalaalrd

  Produces human-sounding text that avoids detectable AI writing patterns. Activates on any writing task — tweets, emails, articles, bios, captions, reports, copy, messages, LinkedIn posts, cover letters, README files, or any…

• Excalidraw Pr Diagrams

  by @greenfield-inc

  Create Excalidraw diagram JSON files and PR visual overviews that make visual arguments. Use when the user wants to visualize workflows, architectures, concepts, pull request changes, before/after behavior, or a shareable…

• Session Trace

  by @greenfield-inc

  Publish an agent session as a readable trace page in Grain, with the story, key moments, every request and step on a timeline, subagents, and the pull requests it opened. Use when asked for a trace or "how did this run go", or…

• Prepare Pr

  by @greenfield-inc

  Prepare a branch for review by committing scoped changes, rebasing on main, running builds, and creating or updating a pull request. Use when the user wants the branch ready for PR review. Also use for rewriting an existing PR…

• Page

  by @greenfield-inc

  House standard for any HTML page written for a person. Use when another skill says to render a page.

• Refactor

  by @greenfield-inc

  Post-PR refactor pass. Sizes the diff against the remote default branch, fans out refactor-simple (and refactor-deep on large changes) as fresh subagents that run blind to each other, merges their plans once with max-severity…

• Explain Visually

  by @greenfield-inc

  Complement an answer or discussion with a first-principles visual HTML explanation, saved in Grain when connected. Use when explaining how something works, why it changes, or how options differ and a visual would materially help…

• Handoff

  by @greenfield-inc

  Prepare a verified resumption brief when moving work to another agent, device, or session, including local-to-cloud coding handoffs, and start the receiving agent with `runpane handoff`. Use for "hand this off," "continue on my…

• Babysit Pr

  by @greenfield-inc

  Use after a pull request is open to watch its CI and review-bot comments until it is ready. Fixes real findings, replies with a reason to false positives, rebases when the base moves, and stops when bots and required checks are…

• Quick Verify

  by @greenfield-inc

  Use while working to confirm a change does what you meant before moving on. Observe its real effect the way a user or caller would, compare that with your intent, fix what is off, and observe again.

• Gs Export

  by @cookjohn

  Export Google Scholar paper(s) to Zotero via BibTeX. Gets citation data from Google Scholar's cite dialog, then pushes to Zotero desktop. Supports single or batch export.

• Review

  by @greenfield-inc

  Review a PR against its linked issue, repository checks, correctness, architecture, and applicable conventions. Post structured findings as a PR review.

• Bug Intake

  by @greenfield-inc

  Use when the person reports broken behaviour or starts a session to file a bug. Reproduces and reports. Never fixes.

• Pane Work

  by @greenfield-inc

  Answer questions about the user's own work in Pane, read-only. Recap what they worked on, finished, or shipped over a time window, or rank what to do next across panes, pull requests, issues, checks, and reviews. Use for "what…

• Refactor Deep

  by @greenfield-inc

  Read-only comprehensive analysis of the branch against the remote default branch for large features - derives conventions per layer, hunts for correctness defects in the new code paths, and writes a prioritized refactor plan to…

• Refactor Apply

  by @greenfield-inc

  Applies a refactor plan written by refactor-simple, refactor-deep, or the refactor orchestrator's merged report - auto-fixable items first, then manual items one at a time with the user, verifying with the repo's own checks…

• Refactor Simple

  by @greenfield-inc

  Read-only code quality analysis of the branch against the remote default branch for small to medium changes - classifies the diff, derives conventions from the target repo, and writes a refactor plan to ./tmp/. Usually run by…

• Runpane

  by @greenfield-inc

  Drive Pane through the runpane CLI. Covers dispatching work to agents in panes, confirming delivery, handling external text safely, checking PR readiness, and reporting progress. Use when an agent coordinates one or many Pane…

• Discussion

  by @greenfield-inc

  Have an interactive discussion about a topic, approach, feature, or bug without making code changes. Researches the codebase as needed and talks through options. Use to think through an approach before planning or coding.

• Smallest Test

  by @greenfield-inc

  Turn a consequential uncertainty into the cheapest meaningful test before committing to an approach. Use for "how could we test this?", "is this worth building?", or choosing a small experiment to resolve an assumption.

• Gs Advanced Search

  by @cookjohn

  Perform advanced Google Scholar search with filters - author, journal, date range, exact phrase, title-only. Constructs proper URL parameters from natural language. Use for precise filtered searches.

• Codebase Explorer

  by @greenfield-inc

  Explore the codebase to locate files, trace behavior, and document existing patterns with precise file references. Use when the task is understanding what exists, not proposing changes.

• Pane Manage And Message Agents

  by @greenfield-inc

  Use when the user asks to start, kick off, spawn, check on, nudge, follow up with, or babysit another coding agent (Claude, Codex, or Cursor) in Pane, or to create a Pane for that work.

• Gs Cited By

  by @cookjohn

  Find papers that cite a given Google Scholar paper. Tracks citation chains using data-cid (cluster ID). Use when user wants to see who cited a specific paper.

• Gs Fulltext

  by @cookjohn

  Get full-text access links for a Google Scholar paper - PDF, DOI, Sci-Hub, and publisher links. Use when user wants to read or download a paper's full text.

• Gs Navigate Pages

  by @cookjohn

  Navigate Google Scholar search result pages. Use when user wants to see more results or go to a specific page.

• Interceptor Macos

  by @Hacker-Valley-Media

  Drive native macOS apps via interceptor macos *: AX trees, background click/type/keys/drag/scroll, occluded or minimized window capture, browser chrome, URL bars, OS dialogs, Apple Events, trusted OS input, monitor/replay,…