googleadsagent

Plugin googleadsagent in itallstartedwithaidea/claude-googleadsagent. Commands read from the repo's manifest — 1 month ago.

Skills (77)

• ad-copy-generation

  The Ad Copy Generation skill produces high-performance responsive search ad (RSA) copy using AI-driven generation pipelines calibrated against millions of ad performance data points.

• adversarial-resilience

  Adversarial Resilience is the practice of hardening AI agents against deliberate attacks — prompt injection, data exfiltration, sandbox escape, and unauthorized capability escalation.

• agent-instinct-system

  The Agent Instinct System implements pre-cognitive reflexes — automatic safety checks and validations that fire before every code change, tool call, or output generation.

• agent-security-scanning

  Agent Security Scanning detects vulnerabilities in AI-generated code before it reaches production.

• ai-chat-studio

  AI Chat Studio provides a multi-LLM chat orchestration framework with 300+ assistant presets, intelligent model routing, and conversation management.

• anthropic-tool-mastery

  Anthropic Tool Mastery is the definitive skill for leveraging Claude's native tool_use capability to its fullest potential.

• assistant-presets

  Assistant Presets provides a framework for creating, testing, and deploying specialized AI assistant configurations for domain-specific tasks.

• audience-targeting

  The Audience Targeting skill orchestrates Google Ads' full audience ecosystem to reach the right users at every stage of the conversion funnel.

• batch-processing

  Batch Processing enables parallel AI task execution with progress tracking, error handling, rate limiting, and result aggregation.

• bioinformatics

  Bioinformatics provides computational biology workflows for sequence analysis, protein structure prediction, single-cell RNA-seq with Scanpy, gene regulatory network inference, and pathway enrichment analysis.

• brainstorming

  Brainstorming is a Socratic design refinement skill that activates before any code is written.

• budget-optimization

  The Budget Optimization skill applies AI-driven forecasting and portfolio theory to allocate advertising budgets across campaigns for maximum return.

• cheminformatics

  Cheminformatics provides computational chemistry workflows using RDKit for molecular property prediction, virtual screening, ADMET analysis, molecular docking preparation, and chemical space exploration.

• ci-cd-pipelines

  CI/CD Pipelines defines production-grade continuous integration and deployment workflows using GitHub Actions with wrangler deploy, link validation, HTML validation, and automated quality gates.

• cloudflare-workers

  Cloudflare Workers provides comprehensive guidance for building edge-first applications using Durable Objects, KV, R2, D1, AI bindings, and Vectorize.

• code-review

  Code Review enforces a structured pre-merge quality gate with a checklist-driven evaluation, severity-classified findings, and mandatory resolution tracking.

• codeql-semgrep

  CodeQL & Semgrep integrates production-grade static analysis into agent workflows for deep vulnerability detection, custom rule authoring, and automated code review enforcement.

• cognitive-scaffolding

  Cognitive Scaffolding structures an agent's context window using principles from cognitive science — primacy effects, recency bias, chunking, and attention allocation.

• competitor-analysis

  The Competitor Analysis skill transforms Google Ads auction data into actionable competitive intelligence.

• composition-patterns

  Composition Patterns teaches agents to build flexible, maintainable React components using compound components, state lifting, internal composition, and the elimination of boolean prop proliferation.

• configuration-management

  Configuration Management implements dynamic configuration with hot-reload capability, inspired by Nacos configuration management patterns.

• context-engineering

  Context Engineering is the discipline of maximizing agent output quality while minimizing token expenditure.

• continuous-learning

  Continuous Learning enables agents to automatically extract successful patterns from completed sessions and codify them into reusable skills, rules, and prompt refinements.

• conversion-tracking

  The Conversion Tracking skill provides end-to-end management of Google Ads conversion measurement infrastructure.

• data-analysis

  Data Analysis provides a structured framework for statistical analysis using pandas, numpy, and scipy, with visualization through matplotlib, seaborn, and plotly.

• database-lookup

  Database Lookup provides unified programmatic access to 78+ scientific and public databases spanning chemistry (PubChem, ChEMBL), biology (UniProt, COSMIC, Ensembl), clinical (ClinicalTrials.gov, FDA), economics (FRED, World Bank), and intellectual property (USPTO, EPO).

• edge-deployment

  Edge Deployment automates the deployment of frontend applications to Vercel and Cloudflare with auto-detection of 40+ frameworks, intelligent build configuration, and environment-specific settings.

• edge-rendering

  Edge Rendering generates and serves dynamic pages at the network edge, eliminating origin round-trips for content that varies by city, service, or user segment.

• entity-memory-management

  Entity Memory Management is the systematic extraction, persistence, and retrieval of named entities across agent sessions, enabling long-term contextual awareness that transforms transient conversations into persistent relationships.

• executing-plans

  Executing Plans takes a written plan and drives it through batch execution with human checkpoints, progress tracking, and rollback capability.

• geospatial-analysis

  Geospatial Analysis provides workflows for satellite imagery processing, GIS operations with GeoPandas, spatial statistics, and Earth observation data analysis.

• git-worktrees

  Git Worktrees enables parallel development by maintaining multiple checked-out branches simultaneously in separate directories.

• google-ads-analysis

  Google Ads campaign performance analysis using GAQL (Google Ads Query Language). Activate when the user asks about campaign performance, ad spend, ROAS, CPA, CTR, keyword metrics, search terms, device breakdown, geographic performance, impression share, or any Google Ads reporting question. Provides

• google-ads-audit

  The Google Ads Account Audit skill executes a comprehensive, pattern-driven analysis of any Google Ads account using a proprietary 1,000-pattern knowledge base.

• google-ads-math

  Google Ads math and forecasting calculations. Activate when the user asks about budget projections, ROAS calculations, CPA targets, conversion forecasts, impression share opportunity, or any PPC-related math. No API credentials needed — works with numbers the user provides.

• google-ads-mcp

  MCP (Model Context Protocol) server configuration for live Google Ads API access. Activate when the user wants to connect Claude to their Google Ads account via MCP, set up the google-ads-mcp server, or configure credentials for live API queries. Provides setup instructions, server configuration, an

• google-ads-write

  Safe Google Ads write operations using the Confirm-Execute-Postcheck (CEP) protocol. Activate when the user wants to pause campaigns, change bids, update budgets, add keywords, create ads, or make any modification to their Google Ads account. Every mutation requires explicit user confirmation before

• keyword-research

  The Keyword Research skill delivers a systematic approach to keyword discovery, expansion, and optimization for Google Ads campaigns.

• knowledge-base-injection

  Knowledge Base Injection is the technique of dynamically injecting domain expertise into an agent's context at the moment it is most relevant, using TF-IDF pattern matching and semantic scoring.

• knowledge-base-rag

  Knowledge Base RAG implements the complete Retrieval-Augmented Generation pipeline: document ingestion, intelligent chunking, embedding generation, vector store indexing, semantic retrieval, and grounded response generation.

• landing-page-audit

  The Landing Page Audit skill performs comprehensive evaluations of post-click experiences, combining technical performance analysis with conversion rate optimization (CRO) assessment.

• long-horizon-workflows

  Long-Horizon Workflows enable AI agents to execute multi-hour, multi-phase autonomous pipelines that far exceed the scope of a single conversation turn.

• low-code-generation

  Low-Code Generation uses AI to produce forms, tables, dashboards, and workflow UIs from natural language descriptions or schema definitions.

• machine-learning

  Machine Learning provides end-to-end ML pipeline construction with PyTorch and scikit-learn, covering model selection, training, evaluation, interpretability, hyperparameter tuning, and experiment tracking.

• mcp-server-creation

  MCP Server Creation is the skill of building Model Context Protocol servers that expose tools, resources, and capabilities to AI agents through a standardized interface.

• memory-persistence

  Memory Persistence enables AI agents to maintain knowledge across sessions, transforming stateless inference calls into stateful, continuously improving systems.

• ml-model-integration

  ML Model Integration provides workflows for discovering, evaluating, and deploying machine learning models from HuggingFace Hub.

• multi-harness-portability

  Multi-Harness Portability is the engineering discipline of writing agent skills, prompts, and configurations that work across every major AI coding harness — Claude Code, Cursor, Codex, Gemini CLI, OpenCode, and beyond.

• multi-model-routing

  Multi-Model Routing is the intelligent dispatch of agent tasks to the optimal model provider based on task characteristics, cost constraints, latency requirements, and availability.

• observability

  Observability implements structured logging, distributed tracing, and error monitoring for Cloudflare Workers and edge applications.

• parallel-agent-orchestration

  Parallel Agent Orchestration is the discipline of dispatching, coordinating, and aggregating results from multiple concurrent subagents to dramatically accelerate complex tasks.

• pmax-optimization

  The Performance Max Optimization skill provides expert-level management of Google's most automated campaign type.

• proactive-intelligence

  Proactive Intelligence enables agents to autonomously seek out external information — web searches, API re-pulls, data freshness checks — during analysis without waiting for explicit user requests

• programmatic-video

  Programmatic Video enables React-based video rendering with Remotion, where every frame is a React component and every animation is expressed in code.

• prompt-architecture

  Prompt Architecture is the structural engineering of agent instructions.

• quality-score-optimization

  The Quality Score Optimization skill provides a systematic framework for diagnosing, tracking, and improving Quality Score across every keyword in a Google Ads account.

• react-best-practices

  React Best Practices codifies 40+ rules across 8 priority categories, from Critical (eliminating waterfalls, reducing bundle size) to Low-Medium (JavaScript micro-optimizations).

• react-native-guidelines

  React Native Guidelines codifies 16 rules across 7 sections—Performance, Layout, Animation, Images, State, Architecture, and Platform—that prevent the most common pitfalls in cross-platform mobile development.

• remarketing-strategy

  The Remarketing Strategy skill designs and implements cross-channel remarketing architectures that re-engage users at every stage of the conversion funnel.

• research-methodology

  Research Methodology guides the agent through the complete scientific research lifecycle: hypothesis generation from literature gaps, experimental design with proper controls, systematic literature review, data collection protocols, and peer review preparation.

• sandbox-hardening

  Sandbox Hardening isolates agent execution environments using container sandboxing, permission boundaries, resource limits, and network segmentation.

• scientific-writing

  Scientific Writing guides the production of research papers, abstracts, grant proposals, and supplementary materials with proper citation management, LaTeX formatting, and journal-specific template compliance.

• secret-protection

  Secret Protection prevents credential leaks across the development lifecycle through `.env` scanning, pre-commit hooks, secret rotation policies, and runtime detection.

• self-healing-agents

  Self-Healing Agents are autonomous systems that detect their own failure modes and self-correct without human intervention.

• service-discovery

  Service Discovery implements dynamic service registry, health check monitoring, and intelligent load balancing patterns inspired by Nacos for cloud-native applications.

• session-archaeology

  Session Archaeology is the systematic excavation and analysis of past agent sessions to extract reusable patterns, identify recurring failure modes, and derive new skills from operational history.

• shopping-ads
• subagent-driven-development
• systematic-debugging
• test-driven-development
• token-optimization
• verification-loops
• view-transitions
• web-asset-generation
• web-design-guidelines
• workflow-orchestration
• writing-plans

Slash commands (7)

• /googleadsagent:analyze

  Google Ads command — analyze

• /googleadsagent:audit

  Google Ads command — audit

• /googleadsagent:login

  Google Ads command — login

• /googleadsagent:logout

  Google Ads command — logout

• /googleadsagent:optimize

  Google Ads command — optimize

• /googleadsagent:status

  Google Ads command — status

• /googleadsagent:switch

  Google Ads command — switch

Subagents (7)

• aladdin

  Aladdin — Shopping campaigns and Performance Max specialist. Use for product feed analysis, asset group management, listing groups, and PMax-specific insights.

• baymax

  Baymax — creative innovation and resizing specialist. Use when users upload image/video, need creative resizing across platform specs (300x250, 728x90, etc.), or request format conversion.

• buddy

  Buddy — the flagship Google Ads enterprise agent. Use Buddy as the primary expert for any Google Ads task: account audits, campaign management, GAQL queries, optimization, write operations, PPC strategy. Buddy follows the Context Efficiency Protocol (CEP) and the Filter-First Architecture, dispatche

• elsa

  Elsa — Google Ads optimization specialist. Use for bulk operations, Google recommendations, change previews, and executing approved write operations across campaigns, ad groups, keywords, and ads.

• moana

  Moana — visual ad creative specialist. Use for Responsive Display Ads, Demand Gen campaigns, asset uploads, image/video assets, and creative previews.

• nemo

  Nemo — market research and competitive intelligence for Google Ads. Use for keyword research, competitor ad analysis, Google Trends, search-term mining, and external market signals.

• simba

  Simba — specialized Google Ads reporting and analysis. Use for performance reports, GAQL queries, trend analysis, and anomaly detection. Returns concise, actionable summaries.

MCP servers (2)

• google-ads

  runs: uvx --from googleadsagent-mcp googleadsagent-mcp

• ad-creative

  runs: node ${CLAUDE_PLUGIN_ROOT}/servers/ad-creative-mcp/server.mjs

Hooks (2)

• PreToolUse

  node ${CLAUDE_PLUGIN_ROOT}/hooks/validate-gaql.js

• PostToolUse

  node ${CLAUDE_PLUGIN_ROOT}/hooks/log-tool-call.js

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