cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 48
Analyze and classify video and image contentskillMarketingProductL1
qwen-vision · Understanding motion, transitions, and temporal sequences in video when frame-by-frame analysis is insufficient.
WORKS 59
Analyze competitive landscapeskillMarketingProductL1
competitive-analysis · Deciding what to build next when you want to understand competitor advantage and vulnerability with evidence, not opinions.
WORKS 48
Remove AI writing tells from contentskillMarketingL1
anti-ai-writing · Sharpening polished human drafts to strip ChatGPT-isms (banned words, phrases, structures) without altering substance or voice.
WORKS 58
Optimize pages for higher conversionsskillMarketingL2
page-cro · Improving conversion rates on landing pages and marketing sites via structure and copy changes rather than generic design tips.
WORKS 48
Consult PMM expert corpus for guidanceskillMarketingL2
pmm-sherpa · Accessing curated PMM expertise and 38K-chunk corpus without manual research or generic advice.
WORKS 52
Access Google Search Console and AnalyticsskillMarketingDataL2
seo-data · Querying real SEO metrics (GSC/GA4/Bing) directly against user's own verified properties.
WORKS 48
Generate cinematic video promptsskillMarketingL1
higgsfield-cinematic-prompt · Generating cinematic video scripts with second-by-second camera/music/text direction for product ads.
WORKS 48
Summarize text and transcriptsskillMarketingL1
summarize · Condensing large documents into cited key points for team alignment or decision-making.
WORKS 53
Create automated email drip sequencesskillMarketingL2
sequences · Automating multi-step outreach when per-step approval gates and reply tracking matter.
WORKS 48
Embed video content on pagesskillMarketingProductL1
video · When you need video pages to appear in Google search carousels and rich results.
WORKS 48
Render research chartsskillDataMarketingL1
Chart Visualization · When you need to communicate data insights through visual formats.
WORKS 48
Convert diagrams to high-res imagesskillProductMarketingL2
convert-mermaid · Rasterizing diagrams to images when live rendering is unavailable.
WORKS 48
Remove AI patterns from writingskillMarketingSalesL1
humanize · Removing LLM fingerprints to sound authentically human across channels.
WORKS 48
Manage customer discovery interviewsskillProductMarketingL2
interviews · End-to-end discovery loop: script drafting, interview execution, transcript analysis, hypothesis state updates, and technique review.
WORKS 48
Deploy and analyze surveysskillProductMarketingL3
surveys · Scale validation beyond interviews: test hypotheses across broader audience with structured quantitative signals.
WORKS 48
Get cross-model second opinion from GeminiskillMarketingEngineeringL2
gemini · Getting a cross-model second opinion from Google's AI with native Google ecosystem knowledge.
WORKS 49
Audit and setup Google Ads account healthskillMarketingL2
google-ads-audit · Identifying compliance issues and optimization opportunities across all Google Ads campaigns at scale.
WORKS 41
Generate content strategy brief and outlineskillMarketingL1
content-brief · Creating structured content briefs that align with audience, tone, and strategic objectives.
WORKS 48
Generate and test Google Ads copy variantsskillMarketingL2
google-ads-copy · Generating conversion-focused ad copy variants that align with landing page context.
WORKS 47
Audit page for E-E-A-T SEO signalsskillMarketingL1
eeat-audit · Auditing website content for Google's E-E-A-T signals that impact search ranking.
WORKS 49
Diagnose Google Ads landing page qualityskillMarketingL1
google-ads-landing · Ensuring ads and landing pages are relevantly aligned to reduce bounce rates and improve QS.
WORKS 48
Extract expert knowledge before writingskillMarketingProductL1
expert-interview · Conducting structured expert interviews that surface decision rationale and context.
WORKS 53
Manage Google Ads campaigns and performanceskillMarketingL2
google-ads · Strategic performance management of Google Search campaigns with change tracking.
WORKS 48
Win Google featured snippetsskillMarketingL1
featured-snippet-optimizer · Winning featured snippets for keywords already ranking positions 1-5.
WORKS 53
Audit Meta Ads account and setupskillMarketingL2
meta-ads-audit · Initial Meta Ads account setup and health diagnostic before running optimizations.
WORKS 48
Rewrite underperforming web pagesskillMarketingL1
improve-content · Winning featured snippets for keywords already ranking positions 1-5.
WORKS 53
Manage Meta Ads campaigns and ROIskillMarketingL2
meta-ads · Initial Meta Ads account setup and health diagnostic before running optimizations.
WORKS 48
Plan 90-day keyword ranking strategyskillMarketingL1
keyword-deep-dive · Winning featured snippets for keywords already ranking positions 1-5.
WORKS 48
Plan link acquisition tactics by authority phaseskillMarketingL1
linkbuilding · Selecting phase-appropriate link acquisition tactics without external backlink tools.
WORKS 48
Find broken links across websiteskillOpsMarketingL1
broken-link-checker · Finding and fixing broken links to improve crawlability and user experience.
WORKS 39
Audit page SEO and competitive positionskillMarketingL1
page-audit · Using page audit when use when auditing a specific page's seo performance, content quality, and competitive position. the agent fetches the url, googles the primary keyword, reads the top 3 competitors, and produces a full 7-dimension audit — no exports, no analytics access required..
WORKS 51
Generate content calendar from Search ConsoleskillMarketingL2
content-planner · Strategic performance management of Google Search campaigns with change tracking.
WORKS 48
Identify missing content to reach top 3 rankingsskillMarketingL1
semantic-gap-analysis · Using semantic gap analysis when use when a page ranks for a keyword but isn't in the top 3 and you want to know exactly what's missing. the agent compares the page to the top-ranking competitors and produces a specific list of entities, subtopics, and relationships to add..
WORKS 48
Write SEO-optimized blog posts and pagesskillMarketingL1
content-writer · Aligning content production to business value using GSC opportunity prioritization.
WORKS 48
Plan topic clusters with internal linkingskillMarketingL1
topic-cluster-planning · Using topic cluster planning when use when planning a topic cluster (hub + spokes) for a new content area. the agent researches the space, identifies the hub topic, maps the spokes, and produces a specific content plan with internal linking strategy..
WORKS 47
Optimize content for AI search rankingsskillMarketingL1
geo-optimizer · Structuring pillar content and spoke articles to maximize topical authority.
WORKS 42
Write anti-slop SEO articlesskillMarketingL1
write-content · Winning featured snippets for keywords already ranking positions 1-5.
WORKS 49
Research and prioritize keywords by valueskillMarketingL1
keyword-research · Diagnosing why a ranked page underperforms and recommending fixes.
WORKS 48
Optimize meta tags and CTRskillMarketingL1
meta-tags-optimizer · Bulk optimization of meta tags across multiple pages with SERP preview validation.
WORKS 51
Generate JSON-LD schema markup for rich resultsskillMarketingEngineeringL1
schema-markup-generator · Multi-type schema generation for complex pages targeting multiple rich result types.
WORKS 51
Audit site SEO performance and winsskillMarketingL2
seo-analysis · Full-site audits combining GSC data, technical crawl, and performance metrics.
WORKS 51
Analyze single page SEO qualityskillMarketingL2
seo-page · Single-page deep-dive evaluating E-E-A-T signals and search intent alignment.
WORKS 48
Connect CMS to SEO monitoringskillMarketingL2
setup-cms · Connecting multiple CMS platforms to unified SEO monitoring without manual API work.
WORKS 48
Convert markdown to WeChat articlesskillMarketingL2
md2wechat · Batch markdown-to-WeChat conversion preserving formatting and media embeds.
WORKS 48
Format and publish WeChat contentskillMarketingL2
md2wechat · Batch markdown-to-WeChat conversion preserving formatting and media embeds.
WORKS 48
Generate Instagram performance reportsskillMarketingL2
social-instagram-report · When you need social-instagram-report capabilities.
WORKS 58
Optimize for search visibilityskillMarketingProductL1
seo · Improving organic search rankings through technical SEO (Core Web Vitals, structured data, crawlability), content optimization, and link strategies.
WORKS 48
Extract Amazon product details by ASINskillSalesMarketingL2
amazon-asin-lookup-api-skill · API-based extraction without CAPTCHA/IP issues beats browser scraping.
WORKS 48
Extract best-selling products from AmazonskillSalesMarketingL2
amazon-best-selling-products-finder-api-skill · Bulk extraction with pagination handling beats manual per-keyword scraping.
WORKS 48
Monitor Amazon competitor pricesskillSalesMarketingL2
amazon-buy-box-monitor-api-skill · Real-time competitor pricing and seller ratings beats stale market data.
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