Apply Patch
Apply AI-generated code edits from a response file to the local codebase.
HefestoAI
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
Judges Panel
45 judges that evaluate AI-generated code for security, cost, and quality with built-in AST.
ai-slop-remover
Identifies and removes AI-generated code smells without changing behavior. Targets obvious comments, over-defensive code, spaghetti nesting, and generic naming.
uncodixfy
Prevents generic AI/Codex UI patterns when generating frontend code. Use this skill whenever generating HTML, CSS, React, Vue, Svelte, or any frontend UI code to enforce clean, human-designed aesthetics inspired by Linear, Raycast, Stripe, and GitHub instead of typical AI-generated UI.
creatomate
Creatomate video/image generation API. Use when: (1) Creating videos or images programmatically with the Creatomate SDK, (2) Building slideshows, concatenating videos, adding text overlays, (3) Adding animated captions or subtitles, (4) Generating social media content (TikTok, Instagram Stories, YouTube Shorts), (5) Using templates with dynamic modifications, (6) Applying effects (blur, filters, masks, transitions), (7) Integrating with ChatGPT for AI-generated content, (8) Working with compositions and animations.
banner-design
Design banners for social media, ads, website heroes, creative assets, and print. Multiple art direction options with AI-generated visuals. Actions: design, create, generate banner. Platforms: Facebook, Twitter/X, LinkedIn, YouTube, Instagram, Google Display, website hero, print. Styles: minimalist, gradient, bold typography, photo-based, illustrated, geometric, retro, glassmorphism, 3D, neon, duotone, editorial, collage. Uses ui-ux-pro-max, frontend-design, ai-artist, ai-multimodal skills.
prompt-driven-development
Trigger when the user mentions PDD, wants to scaffold an AI-assisted project, write context or prompt files, improve prompts, or review AI-generated output. Also trigger for: "structure my AI project", "organize my prompts", or "review this AI code" -- even without the term PDD.
AIGC Detection, Rewriting & Thesis Writing Assistant
Bilingual academic paper assistant. Two modes: **Detection & Rewrite** (analyze existing papers for AI-generated content) and **Thesis Writing** (generate full thesis drafts from templates and code). Supports Chinese and English academic papers.
anti-slop
Comprehensive toolkit for detecting and eliminating "AI slop" - generic, low-quality AI-generated patterns in natural language, code, and design. Use when reviewing or improving content quality, preventing generic AI patterns, cleaning up existing content, or enforcing quality standards in writing, code, or design work.
ai-slop-cleaner
Clean AI-generated code slop with a regression-safe, deletion-first workflow and optional reviewer-only mode
slopify
Degrade the quality of a codebase so it reads like the output of an unguided coding agent. Use when the user wants to show, teach about, or create examples of AI-generated "slop", long bloated docs, over-engineered code, fake tests, marketing-flavored READMEs, and bad commit messages. Trigger on requests to "slopify", "make this look AI-written", "add AI slop to this".
Ybe Check
Ybe Check – security and compliance orchestrator for AI-generated repositories.
iib
Interact with IIB (Infinite Image Browsing) service for searching, browsing, tagging, and organizing AI-generated images. Use when the user needs to search images by prompt/keyword, manage image tags, organize files into folders, get image generation parameters, or work with an image library.
CodeWiki MCP — AI-generated docs for GitHub repos
MCP server for codewiki.google: search repos, fetch wiki docs, ask questions
weaviate
Search, query, and manage Weaviate vector database collections. Use for semantic search, hybrid search, keyword search, natural language queries with AI-generated answers, collection management, data exploration, filtered fetching, data imports from PDF/CSV/JSON/JSONL files, create example data and collection creation.
autoship
CLI tool for automated changeset-based releases with AI-generated descriptions. Use when the user needs to release a package, create changesets, bump versions, or automate npm publishing workflows. Triggers include requests to "release a package", "create a changeset", "publish to npm", "bump the version", "automate releases", or any task involving version management and package publishing for repositories using the changesets workflow.
advanced-code-quality
Use when going beyond basic linting to enforce advanced Python code quality gates. Triggers on: cognitive complexity, code duplication detection, architectural enforcement, import boundaries, dependency hygiene, test quality beyond coverage, mutation testing, docstring coverage, type coverage, AI-generated code detection, AI slop detection, complexipy, jscpd, import-linter, deptry, diff-cover, mutmut, interrogate, sloppylint, refurb, pylint design checks, wily, radon maintainability, pytestarch, griffe, "bulletproof Python", "tighten quality gates", "advanced quality checks", "beyond ruff and mypy", "catch AI-generated code issues", "code duplication", "architectural boundaries", "dependency drift", "test effectiveness". Complements the code-quality skill (ruff, mypy, xenon, vulture, pre-commit) with 20+ additional tools.
citation-check-skill
Vision-enabled verification gate with web search. Use when users want to (1) verify slides/reports/PDFs/images against authoritative online sources, (2) validate that citations actually exist and say what's claimed, (3) check charts/graphs/tables for accuracy, (4) audit AI-generated content in doc-only mode (no external knowledge). Two modes - search mode validates against web, doc-only mode ensures everything traces to provided documents. Supports content in any language.
ai-writing-detox
Eliminate AI-generated writing patterns that erode reader trust. Activate when writing articles, documentation, press releases, or any content where AI patterns would undermine credibility. For journalists using AI assistance who need human-sounding output.
Sidearm
Protect media from AI training, detect AI-generated content, and find stolen work.
Io.Github.Wywy Llc/Gas Library Hub
Search and discover Google Apps Script libraries with AI-generated summaries
ai-image-creator
Generate PNG images using AI (multiple models via OpenRouter including Gemini, FLUX.2, Riverflow, SeedDream, GPT-5 Image, proxied through Cloudflare AI Gateway BYOK). Use when user asks to "generate an image", "create a PNG", "make an icon", "make it transparent", or needs AI-generated visual assets for the project. Supports model selection via keywords (gemini, riverflow, flux2, seedream, gpt5), configurable aspect ratios/resolutions, transparent backgrounds (-t), reference image editing (-r), and per-project cost tracking (--costs).
Guardian Engine
Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.