Public benchLIVE

What's on the bench.

5,040
Artifacts
26
Industries

All artifacts

4718
Industry
SKILL

SEO Seranking

SE Ranking AI visibility analyst (extension). Tracks AI Share-of-Voice across ChatGPT, Gemini, Perplexity, AI Overviews, and AI Mode in a single query. Highest-impact new extension per the v2 gap analysis — no other vendor covers all 5 AI platforms in one API.

marketing-growth-copy
SKILL

SEO Profound

Profound LLM citation tracker (extension). Time-series brand citation rates across ChatGPT, Perplexity, and other LLMs. Pairs with seo-seranking for triangulated AI visibility coverage.

marketing-growth-copy
SKILL

SEO Firecrawl

Full-site crawling, scraping, and site mapping via Firecrawl MCP. Use when user says "crawl site", "map site", "full crawl", "find all pages", "broken links", "site structure", "discover pages", "JS rendering", or needs site-wide analysis.

marketing-growth-copy
SKILL

SEO Dataforseo

Live SEO data via DataForSEO MCP server. SERP analysis (Google, Bing, Yahoo, YouTube, Google Images), keyword research (volume, difficulty, intent, trends), backlink profiles, on-page analysis (Lighthouse, content parsing), competitor analysis, content analysis, business listings, AI visibility (ChatGPT scraper, LLM mention tracking), and domain analytics. Requires DataForSEO extension installed. Use when user says "dataforseo", "live SERP", "keyword volume", "backlink data", "competitor data", "AI visibility check", "LLM mentions", "image SERP", "google images", "image rankings", or "real search data".

marketing-growth-copy
SKILL

SEO Bing

Bing Webmaster Tools + IndexNow extension. Microsoft Copilot citations are fed by the Bing index; this skill makes Bing visibility, link data, and IndexNow URL submission first-class.

marketing-growth-copy
SKILL

SEO Image Gen

AI image generation for SEO assets: OG/social preview images, blog hero images, schema images, product photography, infographics. Powered by Gemini via nanobanana-mcp. Requires banana extension installed. Use when user says "generate image", "OG image", "social preview", "hero image", "blog image", "product photo", "infographic", "seo image", "create visual", "image-gen", "favicon", "schema image", "pinterest pin", "generate visual", "banner", or "thumbnail".

marketing-growth-copy
SKILL

SEO Ahrefs

Ahrefs API analyst (extension). Reads referring domains, backlinks, organic keywords, and content explorer data via the official @ahrefs/[email protected] server. Pairs with seo-backlinks for multi-source confidence weighting.

marketing-growth-copy
SKILL

Voice Checker

Reviews lyrics and prose for AI-written patterns (abstract noun stacking, over-explained metaphors, cliche escalation, missing idiosyncrasy, prose AI tells). Advisory Warning/Info severity — flags issues, does not block or rewrite. Use when reviewing lyrics for authenticity or before generation to catch AI-sounding language.

creator-economy
SKILL

Verify Sources

Captures human source verification for tracks, timestamps it, and updates track files. Use when sources need human review before generation.

creator-economy
SKILL

Validate Album

Validates album directory structure, file locations, and content integrity. Use before release or whenever the user wants to check an album's structural health.

creator-economy
SKILL

Tutorial

Provides interactive guided album creation for new users. Use when the user is new to the plugin or asks for a walkthrough of the album creation process.

creator-economy
SKILL

Test

Runs automated tests to validate plugin integrity across 14 categories. Use before creating PRs, after making changes to skills or templates, or to verify plugin health.

creator-economy
SKILL

Suno Engineer

Constructs technical Suno V5/V5.5 style prompts, selects genres, and optimizes generation settings. Use when creating or refining Suno prompts for track generation.

creator-economy
SKILL

Sheet Music Publisher

Converts mastered audio to sheet music and creates printable songbooks. Use after mastering when the user wants sheet music or a songbook for their album.

creator-economy
SKILL

Setup

Detects your Python environment and guides you through installing plugin dependencies. Use on first-time setup or when MCP server fails to start.

creator-economy
SKILL

Session Start

Runs the session startup procedure - verifies setup, loads config and state, checks skill models, and reports project status. Use at the beginning of a fresh session.

creator-economy
SKILL

Resume

Finds an album by name and shows detailed status with next steps. Use when the user mentions an album name or wants to continue previous work.

creator-economy
SKILL

Researchers Verifier

Performs quality control, citation validation, and fact-checking before human review. Use after research is complete to verify all sources and claims before production.

creator-economy
SKILL

Researchers Tech

Researches project histories, changelogs, developer interviews, and open source documentation. Use when the album subject involves technology projects or developer stories.

creator-economy+1
SKILL

Researchers Security

Researches malware analysis, CVEs, attribution reports, and hacker community sources. Use when the album subject involves cybersecurity incidents or threat actors.

creator-economy
SKILL

Researchers Primary Source

Researches the subject's own words from tweets, blogs, forums, and chat logs. Use when research needs direct quotes or first-person accounts.

creator-economy
SKILL

Researchers Legal

Researches court documents, indictments, plea agreements, and sentencing records. Use when the album subject involves legal proceedings or criminal cases.

creator-economy
SKILL

Researchers Journalism

Researches investigative articles, interviews, and news coverage. Use when research needs journalistic sources for cross-referencing or additional context.

creator-economy
SKILL

Researchers Historical

Researches archives, contemporary accounts, and timeline reconstruction. Use when the album subject involves historical events that need primary source verification.

creator-economy

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