Skills
98,284 packaged capabilities and playbooks for agents. Install any of them with one command.
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Master advanced Git workflows—including rebasing, cherry-picking, bisect, worktrees, and reflog—to maintain clean history and recover from any situation. Use when managing complex Git histories, collaborating on feature branches, or troubleshooting repository issues.
Capture the "Why" behind code changes during AI-assisted development. Creates branch-scoped markdown journals preserving reasoning, tradeoffs, and context. Also maintains living business-level QA docs in docs/ for self-healing tests and requirements clarity. Use before commits, PRs, or multi-file changes. Use when the user says "remember to journal", "anything to journal?", "journal this", "update the docs", or "anything to document?".
Use GitHacker to exploit .git directory disclosure and recover the target's source code. GitHacker is a multi-threaded .git disclosure exploitation tool that, unlike git-dumper/GitHack, can recover more complete content — including stash, all branches, tags, and reflog. Even if the target disables directory listing (403), it can recover branches and tags through brute-force enumeration. Use this skill when the target's /.git/HEAD or /.git/config returns 200, when a .git/ directory is found in directory listings, or when version-control-related files are found during reconnaissance. After recovering the source code, you can look for hardcoded credentials, API keys, and database connection strings.
(NS) Sync existing GitLab issues with local planning and execution — milestone, RF labels, status transitions, assignee, estimates, spent time. Use during implementation when tasks link to GitLab issues or after plan-version-from-gitlab sync — not for creating new issues (use mcp-gitlab-usage). Always use atomic set_issue_labels and three-step status cycle. Read mcp-gitlab-usage for tool contracts.
Diagnose and prevent `vbar_control_agent` segfaults and OOMs caused by race conditions during TPU device resets and frequent metrics collection (e.g. every 3s). Use when TPU slice initialization fails or `vbar_control_agent` crashes on TPU v6e nodes.
Guide for creating GKE ComputeClass resources. Use this skill when users want to define custom node configurations, autoscaling priorities, or hardware requirements (e.g., Spot VMs, GPUs, specific machine families) for their GKE workloads.
Use the Glassnode CLI (gn) to list assets and metrics, fetch on-chain and market data from the Glassnode API, check API credit usage, and manage config. Use when the user asks about Glassnode, on-chain data, crypto metrics, gn commands, or needs to call the Glassnode API from the terminal.
Install the Globalize CLI, authenticate, and verify your organization. Use this skill when the user asks to set up Globalize, install the Globalize CLI, sign in or authenticate with Globalize, or connect their Globalize account. Also use when the user mentions @globalize-now/cli-client or globalise-now-cli and needs to get signed in. This skill handles installation and authentication only—to create a translation project and connect a repository, use globalize-now-project-setup. For managing existing projects (glossaries, style guides, team members), use globalize-now-cli-use.
Manage GoCD pipelines, pipeline groups, agents, environments, config repos, server administration, users, roles, authorization configs, plugins, backups, materials, artifact stores, elastic agent profiles, cluster profiles, stages, jobs, server configuration, templates, packages, package repositories, notification filters, dashboard, access tokens, secret configs, and server version using the orbit CLI. Use this skill whenever the user asks about GoCD pipelines, agents, environments, config repos, server health, maintenance mode, CI/CD operations, pipeline groups, users, roles, auth configs, plugins, backups, materials, artifact stores, elastic agents, stages, jobs, templates, packages, package repositories, notification filters, dashboard, access tokens, secret configs, or server version on GoCD. Trigger on phrases like 'list pipelines', 'create pipeline', 'delete pipeline', 'pipeline status', 'pipeline config', 'pipeline materials', 'what branch', 'trigger a build', 'pause pipeline', 'list agents', 'enable agent', 'disable agent', 'kill running tasks', 'agent job history', 'list environments', 'create environment', 'patch environment', 'config repo status', 'create config repo', 'preflight check', 'server health', 'maintenance mode', 'encrypt a value', 'list users', 'create user', 'list roles', 'auth config', 'list plugins', 'schedule backup', 'list materials', 'artifact store', 'elastic agent profile', 'cluster profile', 'cancel stage', 'run stage', 'run job', 'site url', 'job timeout', 'mail server config', 'pipeline group', 'list templates', 'create template', 'dashboard', 'access tokens', 'secret config', 'compare pipelines', 'lock pipeline', 'unlock pipeline', 'server version', 'notification filters', 'list packages', 'package repository', 'current user', or any GoCD-related task — even casual references like 'what pipelines are running', 'is the agent idle', 'check the build', 'schedule a run', 'put server in maintenance', 'check config repo sync', 'who has access', 'what plugins are installed', or 'GoCD status'. The orbit CLI alias is `cd`.
Godot 4.x game development (verified on 4.7) - scaffold, inspect and edit projects, scenes, UI, resources headlessly; author tilesets, ASCII-painted levels, themes, animation, audio buses, custom Resources, collision/navmesh bakes, shaders, export presets; draw pixel art from ASCII, clean generated art, synthesize sound effects and looping music; look up the installed engine's exact API; lint GDScript, scenes and shaders without Godot (Godot 3 renames, un-inferable :=, dead node paths, input actions, res:// paths); catch editor-only node warnings; move files safely; unit-test, smoke-run every scene with input fuzzing, debug, export; verify it all as text (node trees, UI layout, 2D/3D placement, level, image, audio read-backs), no vision or hearing needed. Use when Codex needs to build or fix a Godot game, write or repair .gd/.tscn/.tres/.gdshader files, add art, sound, levels or UI, migrate Godot 3 code, reorganize a project, or validate, test and export.
Entry-point router for Go architecture and refactoring tasks focused on DDD-style services. Use when working on a Go service and you want one skill to decide whether the task is primarily about architecture boundaries, domain-first refactoring, pragmatic CQRS, or delivery and test support. This skill should select one or more companion skills and apply them in the right order.
Google Ads management skill with API integration. Covers campaign creation, optimization, keyword management, performance analysis, and search term auditing via Python scripts that connect to the Google Ads API. MANDATORY TRIGGERS: Google Ads, Google campaign, Google search ads, Google PMax, Performance Max, Google Display, Google Shopping, Google ad performance, Google keyword, search terms, Google RSA, Google bidding, Google Ads API
Generate videos with Google Veo models via inference.sh CLI. Models: Veo 3.1, Veo 3.1 Fast, Veo 3, Veo 3 Fast, Veo 2. Capabilities: text-to-video, cinematic output, high quality video generation. Triggers: veo, google veo, veo 3, veo 2, veo 3.1, vertex ai video, google video generation, google video ai, veo model, veo video
Portable visual skill pack for the Agent Skills ecosystem (Claude Code, Claude Desktop, Claude Cowork, Claude Design, Goose, Cursor, Codex). Discovers community-published styles + formats via the gooseworks CLI, runs an extract-style workflow on reference images, and exports rendered PNGs via Playwright.
Apply Difference-in-Differences (DID) to estimate causal treatment effects by comparing changes in outcomes between treatment and control groups. Use this skill when the user evaluates policy interventions, natural experiments, or regulatory changes, needs to test parallel trends, or when they ask 'did this policy work', 'how do I identify causal effects without randomization', or 'what is the treatment effect'.
Apply Partial Least Squares SEM (PLS-SEM) with reflective and formative measurement models to maximize explained variance in endogenous constructs. Use this skill when the user has small samples, formative indicators, or exploratory models, needs to assess AVE/CR/HTMT, or when they ask 'should I use PLS or CB-SEM', 'how do I handle formative constructs', or 'what is the path coefficient significance'.
Generates a professionally designed case study PDF for B2B SaaS sales and marketing. Supports 7 page layouts, 9 style presets, 1-4 page output. Trigger when user says "create a case study", "write a customer story", "make a case study PDF", "design a success story", "turn this customer win into a PDF".
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regions, BED files, coverage tracks, overlap detection, tokenization for ML models, or fragment analysis in computational genomics and machine learning applications.
WeChat official account positioning analysis + a three-piece design (account bio / auto-reply after follow / custom menu). First reverse-engineer a one-sentence positioning through layered interviews and past articles, then derive three pieces of content that can be pasted directly into the official account backend, all with character-count validation. Triggered when the user says "official account positioning", "how to write an account bio", "feature description", "official account introduction", "reply after follow", "welcome message", "auto-reply", "how to design the menu", "menu bar", "official account setup", "how to get a new account started", or "nobody follows my account".
Short-form writing for WeChat official accounts (under 1,000 characters, text only, no images). Turn an observation, a test, or a line of thought into a quick, punchy post, or compress a long article or raw material into a short piece. The core is a set of style rules: first person without preaching, no AI tone, rhythm through paragraph breaks, and endings that land on a concrete image. Triggered when the user says "write something short", "official account short post", "under a thousand words", "jot one down", "write a short piece about this", "compress into a short post", or "the no-images kind".
Create a haloy.yaml configuration file for deploying applications with haloy. Use when the user says "create haloy config", "add haloy.yaml", "configure for haloy", "set up haloy deployment", or "prepare for haloy". Supports single-target and multi-target deployments, local Docker builds, published/private images, named images with image_key, and optional self-hosted databases. Not for creating Dockerfiles (use the dockerize skill), multi-environment deployments, or docker-compose/Kubernetes setups.
Deploy a self-written app as a Home Assistant OS (HAOS) local add-on (now labelled 'app' in the HA UI/CLI) on a Raspberry Pi for 24/7 operation, e.g. moving a poller or monitor off a workstation that sleeps. Use when deploying, updating or debugging a HAOS local add-on / HA app, or when the user mentions 部署到 RPi / HAOS / HA add-on / HA app. Also consult when an add-on update is not detected (update_available stays false, version_latest shows the old version) or a rebuild keeps running old code.
Guide developers in using Hebrew NLP models and tools, including DictaLM, DictaBERT, AlephBERT, and ivrit.ai. Use when the user asks about Hebrew text processing, Hebrew NLP, “ivrit,” Hebrew tokenization, Hebrew NER, Hebrew sentiment analysis, Hebrew speech-to-text, or needs to process Hebrew text programmatically. Covers model selection, preprocessing, and Hebrew-specific NLP challenges. Do NOT use for Arabic NLP (different tools) or general English NLP tasks.
Generate hierarchical AGENTS.md structure for codebases to optimize AI agent token usage. Use when creating AGENTS.md files, documenting codebase structure, setting up agent guidance, organizing project documentation for AI tools, implementing JIT indexing, or working with monorepos that need lightweight root guidance with detailed sub-folder documentation. Covers repository analysis, root AGENTS.md generation, sub-folder AGENTS.md creation, and token-efficient documentation patterns.
Use when asked to "define our core action", "North Star metric", "accruing benefits", "improve retention mechanics", "hierarchy of engagement", or "Sarah Tavel framework". Helps consumer products identify the actions and benefits that drive long-term retention. The Hierarchy of Engagement framework (created by Sarah Tavel at Benchmark) maps progression from core action to mounting loss.
This skill provides a comprehensive framework for creating and executing high-ticket sales scripts, from initial application to closing the deal. Use it to structure application funnels, discovery calls, and enrollment conversations for premium products or services.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.