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SEO Keyword Research
Content
Performs SEO keyword research via the DataForSEO API to retrieve keyword suggestions, search volume, CPC, and competition data. It helps users generate keyword ideas for blog posts, landing pages, or content strategies, and supports both JSON and table output formats for easy analysis.
Code Changes Review
Development
Performs a comprehensive code review of uncommitted git changes, analyzing for bugs, security vulnerabilities, best practices, DRY violations, code smells, performance issues, and areas of improvement. Use it when you need to review changes before committing, for pre-commit reviews, or quality checks. Works with any language or framework.
Code Deduplication Detection
Development
Systematic methodology for detecting code duplication, dead code, and dependency bloat. Designed for Flutter and Firebase projects but adaptable to any codebase. Process includes project discovery, multi-phase scanning, severity classification, and structured report output with file locations and recommendations.
Verification & Validation
Testing
Check whether an artifact (code, config, state) conforms to tests, specs, or invariants. Produces a PASS/FAIL verdict with observable evidence. Helps validate changes or test hypotheses.
SEO Content Writer
Content
Creates SEO-optimized content that ranks in search engines by applying on-page best practices, keyword integration, and content structure. Helps when writing blog posts, landing pages, or product descriptions targeting specific keywords.
Image Analysis for Visual Quality Assessment
Development
Delegates image analysis to GLM-4.6v subagent for visual quality assessment of game screenshots and sprites. It checks for issues like blocky backgrounds, transparency problems, and style consistency against Harvest Moon SNES references. Use for batch analysis or when extensive visual QA is needed to save tokens.
Spaced Repetition Quiz
Productivity
Runs a spaced repetition quiz on concepts due for review by selecting questions from quiz_bank.md based on progress.json data. Asks questions Socratically and updates the user's practice history after each answer. Best used when the user wants to review, test knowledge, or practice spaced repetition learning.
Codex Peer Review
Development
Integrates OpenAI Codex CLI as a peer reviewer for code changes, technical decisions, and architecture proposals. Auto-triggers before presenting significant alternatives or completed work, or on demand via /codex or /codex-review. Supports up to 3 rounds of critical exchange where suggestions are evaluated rather than blindly accepted.
Plugin and Skill Search
Productivity
Searches Claude Code plugins and skills using a Python script. Can list all plugins, search by keywords, and retrieve detailed installation info. Helps quickly find extensions relevant to a user's task.
Ship: Auto-generate Conventional Commits
Development
Analyzes git changes to infer the appropriate conventional commit type (feat, fix, docs, etc.) and auto-generates a descriptive message, then stages, commits, and pushes. Useful for maintaining consistent commit history without manual message writing.
Skill Creation Guide
Development
Structured guide for creating a new AI coding skill from scratch, covering directory structure, frontmatter, and best practices. Helps when building a reusable SKILL.md file with proper organization.
Scientific Schematics with AI
Content
Generate publication-quality scientific diagrams using Nano Banana Pro AI with smart iterative refinement. Gemini 3 Pro evaluates quality and only triggers regeneration if below your document-type threshold. Specializes in neural networks, system diagrams, flowcharts, biological pathways, and complex scientific visualizations.