Find the Right AI Skill for Any Job

12 Factor Apps

Perform 12-Factor App compliance analysis on any codebase. Use when evaluating application architecture, auditing SaaS applications, or reviewing cloud-nativ...

Netlify

Use the Netlify CLI (netlify) to create/link Netlify sites and set up CI/CD (continuous deployment) from GitHub, especially for monorepos (multiple sites in one repo like Hugo sites under sites/<domain>). Use when Avery asks to deploy a new site, connect a repo to Netlify, configure build/publish settings, set environment variables, enable deploy previews, or automate Netlify site creation.

Sunwood-ai-labs/draw-io-skill

--- name: draw-io description: Create, edit, export, and review draw.io diagrams. Use for native .drawio XML generation, PNG/SVG/PDF export, SVG overlap, border-overlap, label-intrusion, label-rect, short-terminal, and text-overflow linting, layout adjustment, and AWS icon usage.

Causal Inference

Add causal reasoning to agent actions. Trigger on ANY high-level action with observable outcomes - emails, messages, calendar changes, file operations, API calls, notifications, reminders, purchases, deployments. Use for planning interventions, debugging failures, predicting outcomes, backfilling historical data for analysis, or answering "what happens if I do X?" Also trigger when reviewing past actions to understand what worked/failed and why.

Factory AI Droid

Use Factory AI's droid CLI to interactively build, debug, refactor, review, and deploy code, with support for plugins, MCP servers, and multiple AI models.

Gitlab Mr Review Pipeline

自动化 GitLab MR 代码审核流水线。使用 AI 对 MR 进行代码审查，生成报告并邮件发送给提交人。

paper-review

Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.z...

Netlify Deploy

Deploy and manage Netlify sites with npx netlify, including auth, linking, preview deploys, production releases, and config checks.

levnikolaevich/claude-code-skills

Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance optimization, community workflows. Includes hex-line (hash-verified editing), hex-graph (code knowledge graph), and hex-ssh (remote SSH) MCP servers.

Cloudways Integration

OpenClaw Cloudways integration reference and workflow guide. Use when creating, editing, reviewing, debugging, or extending the built-in Cloudways feature; w...

Cloudkit Code Review

Reviews CloudKit code for container setup, record handling, subscriptions, and sharing patterns. Use when reviewing code with import CloudKit, CKContainer, C...

Dockerfile Optimizer

Review and optimize Dockerfiles to reduce layer count, minimize image size, and improve build times. Trigger when the user asks to review a Dockerfile, make...

Salesforce

Query Salesforce data and manage sales pipelines using the `sf` CLI. Use for SOQL queries (simple to complex), opportunity pipeline analysis, forecast reporting, data exports, schema exploration, and CRM data operations. Also use for executive workflows like looking up deals by name, finding contact info to email prospects, preparing pipeline reviews, and cross-referencing CRM data with other tools. Triggers on Salesforce, SOQL, pipeline, opportunity, forecast, CRM data, deal lookup, prospect em

Aliyun Platform Docs Review

Use when reviewing latest Alibaba Cloud product docs and OpenAPI docs by product name, then output detailed prioritized improvement suggestions with evidence...

Creative Agent OS North Star

Review or shape product and architecture decisions for a lightweight creative agent OS. Use when comparing runtimes, cloud execution, agent system shape, cod...

K8s Security Review

Analyzes Kubernetes YAML manifests for security misconfigurations, best practices violations, and compliance risks.

Bitbucket

Browse Bitbucket Cloud repos, review pull requests, read diffs, check branches. Use when user mentions PRs, code changes, diffs, branches, Bitbucket, or repo...

fantasieleven-code/callout

[](https://glama.ai/mcp/servers/fantasieleven-code/callout-dev) 📇 🏠 - Multi-perspective architecture review for AI-assisted development. Nine expert viewpoints (CTO, Security, Product, DevOps, Cust

Uniswap Seek Protocol Fees

Analyze TokenJar profitability and optionally execute a Firepit burn-and-claim. Autonomous pipeline: checks balances, prices assets, calculates profit vs. 4,000 UNI burn cost, simulates, and executes if profitable. Default is preview-only. Use when user asks "Is the TokenJar profitable?", "Execute a burn", or "Claim protocol fees."

Security embedded Dev

Reviews AI/ML model supply chains for security risks including model provenance verification, training data lineage, fine-tuning pipeline integrity, inferenc...

Security Audit

Audits Move contracts for security vulnerabilities before deployment using 7-category checklist. Triggers on: 'audit contract', 'security check', 'review sec...

Test Publish Check

项目发布前检查工具。代码质量检查、API测试、部署检查清单、版本管理、上线前审查、回归测试。Pre-publish quality checker for code, API, deployment, versioning, launch review, regression testing. 发布检查、上线审查...

Wayfound

Lightweight self-supervision that piggybacks on your existing memory system. Adds a simple rubric to SOUL.md and a daily review cron job — no new infrastructure, no parallel systems. Your agent reviews its own day in ~200 tokens, writes findings to memory where they compound naturally, and surfaces issues that need your attention. Use after installing to add the rubric to SOUL.md and set up the daily review. Use when the user asks about quality, performance, or improving how you work.

claw skill security audit

Conduct comprehensive security audits and vulnerability analysis on codebases. Use when explicitly asked for security analysis, code security review, vulnerability assessment, SAST scanning, or identifying security issues in source code. Covers injection flaws, broken access control, hardcoded secrets, insecure data handling, authentication weaknesses, LLM safety, and privacy violations.

Reveal Product Feedback

Interact with Reveal feedback infrastructure to manage products, create review tasks, read AI-analyzed user feedback, get sentiment insights, view submission...

LMP Label Generator

Generate professional labels in LMP format from natural language descriptions. By default saves only locally; cloud preview (one-click link) runs only when t...

Senior Dev

Production development workflow with TODO tracking, Graphite PRs, GitHub issues, Vercel deploy checks, and SMS notifications. Use when starting a new task, fixing bugs, implementing features, or any development work that needs tracked progress and code review.

Universal Code Converter

Design, review, or implement source-to-source code translation pipelines that convert or port code between programming languages. Use when building or evalua...

Fly.io CLI

Use the Fly.io flyctl CLI for deploying and operating apps on Fly.io. Default to read-only diagnostics (status/logs/config/releases). Only perform state-changing operations (deploys, SSH exec, secrets, scaling, machines, volumes, Postgres changes) with explicit user approval. Use when asked to deploy to Fly.io, debug fly deploy/build/runtime failures, set up GitHub Actions deploys/previews, or safely manage Fly apps and Postgres.

Bitbucket Toolbox

Bitbucket Cloud wrapper optimized for Pull Request Code Analysis. Enables the agent to securely review Pull Requests, split large diffs by file, review code...

kshern

Use the Context Hub chub CLI to fetch current third-party SDK, API, and cloud-service documentation before writing, modifying, or reviewing integration code....

Web Deploy

Build, preview, and deploy websites, web apps, and APIs using Vercel, Railway, GitHub Pages, or local Canvas environments.

Security Audit Toolkit

Audit codebases and infrastructure for security issues. Use when scanning dependencies for vulnerabilities, detecting hardcoded secrets, checking OWASP top 10 issues, verifying SSL/TLS, auditing file permissions, or reviewing code for injection and auth flaws.

K8s Prefect Flow Builder

Build, modify, and review Prefect-based offline orchestration in this repository. Use when adding a new Prefect flow, wrapping an existing offline computatio...

tf-plan-review

Analyze Terraform plans for risk before you apply. Classifies every change as safe, moderate, dangerous, or critical. Detects destroys, IAM changes, data-los...

Task Watcher Skill

Monitor async tasks by polling their state and send Discord/Telegram notifications on changes or completion for workflows like CI/CD, deployments, or reviews.

Game Quality Gates

Game development quality gates and mandatory checks. Activate when building, reviewing, debugging, or deploying any game project (H5/Canvas/WebGL/Phaser/Thre...

Agent Skill Design Patterns

Agent Skill 设计模式模板库。当用户要创建新 skill、优化现有技能结构、或需要技能设计指导时激活。提供 5 个可复用模式：Tool Wrapper、Generator、Reviewer、Inversion、Pipeline。

EZ Ansible Skill

Generate, review, and optimize Ansible automation artifacts. Use this skill whenever the user mentions Ansible, playbooks, roles, inventory, tasks, handlers,...

render

Deploy and operate apps on Render (Blueprint + one-click Dashboard deeplink, same flow as Codex render-deploy). Use when the user wants to deploy, host, or publish an app; create or edit render.yaml; add web, static, workers, cron, Postgres, or Key Value; get the Blueprint deeplink to deploy; trigger or verify deploys via API when RENDER_API_KEY is set; connect Render MCP via mcporter for direct service creation; or configure env vars, health checks, scaling, previews, and projects.

Security Review

Review code changes for security vulnerabilities. Checks for OWASP Top 10, secrets exposure, injection flaws, auth issues, and insecure defaults. Use when re...

Vercel Deploy

Deploy and manage Vercel projects. Use when deploying applications to Vercel, managing environment variables, checking deployment status, viewing logs, or performing Vercel operations. Supports production and preview deployments. Practical infrastructure operations - no "AI will build your app" magic.

glab

Manage GitLab projects from the command line: create, review, merge MRs; manage issues; monitor and trigger CI/CD; support self-hosted instances and automation.

Prisma Access Audit

Palo Alto Prisma Access SASE audit — security policy evaluation for mobile users and remote networks, GlobalProtect Cloud Service configuration review, servi...

Audit OpenClaw Security

Audit and harden OpenClaw deployments and interpret `openclaw security audit` findings. Use when the user wants to secure OpenClaw, review gateway exposure/a...

Obsidian Tasks

Set up and manage an Obsidian task board with Kanban + Dataview. Creates a Tasks/Board.md pipeline (Backlog/Todo/In Progress/Review/Done), per-task notes with YAML frontmatter (status/priority/category/due), and dashboards via Dataview queries. Use for task tracking, moving cards between columns, keeping board + frontmatter in sync, and linking tasks to supporting notes/research.

腾讯云SMH

Cloud file upload and backup tool. Upload local files to Tencent SMH cloud storage, generate download links and image previews. Use cases: - User says "上传文件"...

Terraform Reviewer

Review Terraform plans and HCL files for AWS security misconfigurations before deployment