cyberneticlibrary

The library

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

WORKS 93
Write SEO-optimized blog postsskillMarketingL1+23pp measured
blog-post · When you need blog content that both ranks well and actually converts readers into leads or customers.
WORKS 82
Set up analytics tracking for actionable insightsskillMarketingProductL2+12pp measured
analytics · When you're instrumenting a site and need consistent, decision-first tracking architecture.
WORKS 27
Profile competitors with scraping and SEO dataskillMarketingProductL2-8pp measured
competitor-profiling · When you need repeatable, timestamped snapshots of 3-5 competitors for positioning and market analysis.
WORKS 50
Design statistically valid A/B testsskillProductMarketingL10pp measured
ab-testing · Validating product hypotheses where statistical rigor and p-value confidence matter more than speed.
WORKS 98
Audit app store listings for discoverabilityskillMarketingL2+28pp measured
aso · When an app isn't discoverable in app stores and you need to optimize title, subtitle, screenshots, and metadata.
WORKS 8
Design and score marketing experimentsskillMarketingL1-27pp measured
growth-engine · Teams running 5+ simultaneous A/B tests across channels who need automated winner detection with statistical rigor
WORKS 100
Analyze competitor ASO strategies for gapsskillMarketingL2+32pp measured
competitor-analysis · Pre-optimization repositioning when you need to understand how competitors position against shared keywords and which gaps are rankable.
WORKS 74
Multiply content across formats in one weekskillMarketingL1+4pp measured
content-repurpose · When you have strong foundational content and need to maximize reach by adapting to different consumption formats.
WORKS 25
Launch cold email campaigns at scaleskillSalesL2-10pp measured
cold-email-outreach · GTM teams launching outreach campaigns where leads are qualified and an angle exists, who want to move from drafting to campaign configuration and sending in a single workflow.
WORKS 50
Write conversion-focused marketing copyskillMarketingSalesL10pp measured
copywriting · When you need clear, benefit-first copy that converts and uses the customer's own language.
WORKS 74
Write long-form content with voiceskillMarketingL1+4pp measured
article-writing · Founders, operators, and thought leaders writing essays, launch posts, or newsletters where voice authenticity and specificity matter more than polish.
WORKS 50
Build reusable brand voice profilesskillMarketingL20pp measured
brand-voice · Content teams, founders, or agencies that need ONE voice standard to apply across channels (X, LinkedIn, email, blog, outreach) without re-deriving style for each task.
WORKS 50
Build platform-native content consistentlyskillMarketingL20pp measured
content-engine · voice consistency matters across more than one output
WORKS 90
Draft personalized investor emailsskillSalesL2+20pp measured
investor-outreach · Writing cold emails to investors where personalization against thesis and proof is non-negotiable, and generic templates will fail.
WORKS 86
Create competitor comparison pagesskillMarketingL2+16pp measured
seo-competitor-pages · competitors ship major changes
WORKS 31
Plan multi-function product launchesskillMarketingL1-4pp measured
go-to-market-planner · Product manager orchestrating multi-function launch — produces single source of truth with messaging, timeline, success metrics, and rollback procedure, preventing coordination gaps across product/marketing/sales/support.
WORKS 94
Create high-converting B2B contentskillMarketingL2+24pp measured
content-creation-and-marketing · Multi-channel content distribution for B2B SaaS when you need templates and best practices for LinkedIn, email, and blog production.
WORKS 74
Execute end-to-end GTM strategyskillMarketingL3+4pp measured
go-to-market-strategy · SaaS and tech products when you need a 6-week GTM roadmap that covers positioning, content, multi-channel activation, and metric definition.
WORKS 50
Design lifecycle email flowsskillMarketingProductL20pp measured
lifecycle-marketing-campaigns · Product and growth teams when you need email flow templates for specific user segments (free → paid, trial expiration, churn win-back) with day-by-day structure.
WORKS 82
Distribute content across platformsskillMarketingL2+12pp measured
ink-distribute · Content marketer maximizing reach of published article across developer and technical buyer communities — produces channel-specific copy tailored to each platform's culture and success signals.
WORKS 93
Write SEO-optimized web contentskillMarketingL2+23pp measured
content-writer · Content teams launching new content strategy or filling keyword gaps where SERP analysis shows a real differentiator (original data, first-hand experience, more actionable approach) is possible.
WORKS 50
Extract brand voice from published contentskillMarketingL20pp measured
brand-voice-extractor · Content teams that want a reusable brand voice playbook extracted from real published examples, to apply consistently across new channels (X, email, outreach) without re-deriving style each time.
WORKS 78
Optimize e-commerce product pages for searchskillMarketingL3+8pp measured
seo-ecommerce · Specialized workflow for seo ecommerce
WORKS 7
Audit TikTok ads for UGC optimizationskillMarketingL2-28pp measured
ads-tiktok · Mobile-first, younger-demographic campaigns where native-style UGC content drives 3x+ CTR vs polished corporate ads.
WORKS 27
Launch paid user acquisition campaignsskillMarketingL3-8pp measured
ua-campaign · Apps with $1k+ monthly UA budget; ASA is priority channel (highest intent) regardless of budget size.
WORKS 18
Scale compliant cold email outreachskillSalesL3-17pp measured
cold-email-outreach · B2B SaaS wanting compliant, high-deliverability outreach at scale (5-200 per day per domain).
WORKS 27
Analyze competitor ad library strategyskillMarketingL2-8pp measured
competitor-ads-analyst · GTM teams wanting messaging white space and creative format benchmarks to differentiate positioning.
WORKS 82
Optimize for AI Overviews and GEO placementskillMarketingL1+12pp measured
seo-geo · Content strategy wanting 50%+ AI Overview/GEO coverage when brand presence on YouTube/Reddit/Wikipedia is high.
WORKS 19
Generate high-performing ad creative at scaleskillMarketingL2-16pp measured
ad-creative · When you need rapid ad iteration across multiple platforms with performance feedback.
WORKS 31
Optimize content for AI search discoveryskillMarketingL2-4pp measured
ai-seo · When organic traffic is declining due to AI Overviews and you need to get cited instead of ranked.
WORKS 83
Plan content for traffic and authorityskillMarketingL1+13pp measured
content-strategy · Building searchable and shareable content for businesses where organic is a cornerstone channel.
WORKS 50
Research competitor ad intelligenceskillMarketingL20pp measured
ads-competitor · Performance marketing teams when you need competitor ad intelligence to benchmark messaging, estimate spend, and identify positioning gaps.
WORKS 74
Build and manage paid ad campaignsskillMarketingL3+4pp measured
ad-campaign-management · Integrated ad campaigns where copy, creative, and strategy must align; manages full campaign lifecycle.
WORKS 27
Build high-performing Google Ads campaignsskillMarketingL2-8pp measured
google-ads · SaaS and e-commerce wanting Google-first strategy with cross-campaign learning and PMax automation.
WORKS 11
Generate pre-call intelligence briefs automaticallyskillSalesL1-24pp measured
prospect-research · Sales reps who need to walk into calls with specific context instead of generic questions, especially for outbound first touches where showing research is the difference between credibility and cold-calling.
WORKS 86
Optimize product pages and Google ShoppingskillMarketingL2+16pp measured
seo-ecommerce · D2C ecommerce sites needing both on-page SEO and real-time Google Shopping competitive intelligence.
WORKS 49
Generate production-ready marketing briefsskillMarketingL1-1pp measured
ink-brief · Marketing teams handing briefs to freelance or in-house writers who need the entire research and competitive analysis done upfront.
WORKS 23
Run profitable Google Ads on small budgetskillMarketingL2-12pp measured
ads · Solo founder with limited budget ($10-20/day) who has a landing page that converts organically — provides campaign structure, keyword strategy, and ad copy templates to avoid wasting money on channels before validating message.
WORKS 31
Generate platform-specific marketing copyskillMarketingL1-4pp measured
content-writer · When you need copy across multiple channels that is on-brand, audience-specific, and optimized for the format.
WORKS 86
Optimize content for AI search citationsskillMarketingL2+16pp measured
geo-optimizer · Content creators who want to maximize AI citation probability in ChatGPT, Claude, Perplexity, and Google AI Overviews using real evidence instead of fabrication shortcuts.
WORKS 74
Automatically track competitor ad strategiesskillMarketingL2+4pp measured
competitive-ads-extractor · Product marketers launching new positioning or messaging tests who want to see what competitors are actually running (spending budget on) rather than guessing from website copy.
WORKS 50
Analyze competitor ad strategiesskillMarketingSalesL30pp measured
ads-competitor · Specialized workflow for ads competitor
WORKS 5
Audit Microsoft Ads and Google importsskillMarketingL2-40pp measured
ads-microsoft · B2B accounts leveraging Microsoft's unique advantages (LinkedIn profile targeting, Copilot chat placement, CTV ads).
WORKS 78
Audit website GEO performance comprehensivelyskillMarketingL3+8pp measured
geo-audit · When you need a complete GEO health baseline with 5 subagent deep-dives into visibility, content, platform, technical, and schema.
WORKS 5
Optimize cold outbound to 90/100 qualityskillSalesL3-33pp measured
outbound-engine · B2B outbound teams running Instantly who want to science their way to higher reply rates instead of guessing, and are willing to iterate email copy through 3-5 scoring rounds until panelists give it 90/100.
WORKS 15
Plan and execute email campaignsskillMarketingL3-20pp measured
afrexai-email-marketing · Email marketing strategist or solo founder scaling email revenue — covers full stack from list health → campaign planning → automation → optimization, with explicit health score and domain warm-up schedule.
WORKS 78
Monitor competitors for positioning shiftsskillMarketingL2+8pp measured
competitor-tracking · Ongoing surveillance once you have a baseline; catches competitor repositioning before they rank above you for shared keywords.
WORKS 80
Track and compare competitor content activityskillMarketingProductL3+10pp measured
competitor-content-tracker · Product strategy when you need quantified evidence of competitor activity (release velocity, topic focus, engagement trends) to inform roadmap priorities.
WORKS 31
Conduct multi-platform ads auditskillMarketingL3-4pp measured
ads-audit · Specialized workflow for ads audit
WORKS 31
Allocate budget and optimize biddingskillMarketingL3-4pp measured
ads-budget · >30 conv/month → Maximize Conversions
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