cyberneticlibrary

The library

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

WORKS 87
Gather competitive product and strategy intelligenceskillProductMarketingL3+17pp measured
orthogonal-competitor-research · Competitive intelligence on established SaaS/tech competitors where pricing, product features, and leadership changes are public signals.
WORKS 50
Optimize paid ad campaigns across platformsskillMarketingL30pp measured
ad-campaign-optimization · When you need to structure campaigns by funnel stage (cold/warm/hot) and run creative testing to find winners.
WORKS 90
Optimize content to be cited by AI systemsskillMarketingL2+20pp measured
geo-content-optimizer · When you want existing content to be quoted by AI-generated responses (vs. just ranking in Google search).
WORKS 83
Produce multi-surface optimized articlesskillMarketingL1+13pp measured
blog-writer · SaaS and service brands that need articles to generate signups/applications/consultations (not just traffic) and want to rank across Google, ChatGPT, Perplexity, and LinkedIn simultaneously.
WORKS 31
Analyze coding growth and patternsskillEngineeringL2-4pp measured
developer-growth-analysis · Developers who want structured, evidence-based feedback on their work growth without waiting for code reviews, using their actual recent project history as the signal.
WORKS 90
Source qualified B2B prospects automaticallyskillSalesL2+20pp measured
apollo-lead-prospector · When you need a daily automated prospect search that dedupes against your CRM and surfaces only net-new, high-fit leads.
WORKS 27
Define ideal customer profiles before outreachskillSalesL1-8pp measured
icp-definition-and-validation · Pre-outreach work when spray-and-pray would burn reputation; tightens messaging for months of saved wasted effort.
WORKS 12
Execute LinkedIn prospecting to bookingskillSalesL2-23pp measured
linkedin-outbound-workflow · Relationship-first sales where acceptance + engagement matters more than volume; manual approach gives 3x higher engagement than templates.
WORKS 50
Generate ad copy variations at scaleskillMarketingL10pp measured
ad-creative · Producing fresh creative variations at scale when one ad is winning and you need 5-7 more to test similar hooks
WORKS 50
Get cited by AI search enginesskillMarketingL20pp measured
ai-seo · Rewriting your most important content to rank in AI Overviews and Claude citations when organic traffic has plateaued
WORKS 31
Fix analytics and tracking issuesskillDataMarketingL2-4pp measured
analytics-tracking · Finding why metrics don't match between platforms (GA4 vs ad account) before rebuilding reporting
WORKS 5
Track brand mentions and competitor sentimentskillMarketingSalesL2-45pp measured
brand-monitoring · Catching brand reputation issues in real time when a competitor launches or your product has a quality issue
WORKS 100
Optimize content for AI citationsskillMarketingL2+32pp measured
geo-content-optimizer · When your content needs visibility in ChatGPT/Perplexity/Gemini answers and you want to compete with AI Overview fragments rather than generic SEO.
WORKS 97
Write SEO-optimized articlesskillMarketingL2+27pp measured
seo-content-writer · When you need a brand-new article that ranks for a specific keyword AND reads naturally for humans, not just search engines.
WORKS 59
Draft SEO articles with keyword integrationskillMarketingL2
seo-content-writer · Writing 1-3 new articles per month where the user has keywords, intent, and a brief — not for refreshing decaying content (use content-refresher) or ranking existing pages (use geo-content-optimizer).
WORKS 58
Model revenue, expenses, and unit economicsskillFinanceL1
financial-model · Rapid financial modeling for startups combining SaaS/e-commerce/service revenue paths.
WORKS 56
Generate pricing packages and sales coachingskillSalesL2
sales-playbook · Sales teams selling high-touch $40K-100K+ deals needing pre-call value anchors and post-call coaching on pricing discipline
WORKS 56
Reduce SaaS churn with retention strategiesskillMarketingOpsL2
churn-prevention · SaaS products where involuntary churn exceeds 20% or voluntary churn lacks targeting.
WORKS 55
Ensure HIPAA compliance for healthcare operationsskillLegalL1
hipaa-compliance · Healthcare tech compliance planning with concrete checklist and remediation mapping.
WORKS 54
Draft and publish blog postsskillMarketingL2
blog-draft · Publishing blog posts where research, outline approval, and step-by-step execution prevent half-finished drafts and unstructured writing.
WORKS 53
Execute finance and accounting workflowsskillFinanceL1
finance · Quick financial analysis and scenario modeling.
WORKS 56
Write investor updates quarterlyskillFinanceL1
investor-update · Structuring investor updates with consistent metrics and narrative flow.
WORKS 56
Design email marketing strategyskillMarketingL2
email-marketing · Product marketing or growth teams launching a newsletter while managing both retention (existing users) and conversion (leads) goals.
WORKS 52
Generate service and legal contract templatesskillLegalL1
contract-template · Rapid contract generation with legal consistency from battle-tested templates.
WORKS 57
Write conversion-optimized landing page copyskillMarketingL1
landing-page-copy · Landing pages where every sentence must earn conversion—when you need clear, benefit-driven copy that doesn't waste visitor attention.
WORKS 58
Structure and distribute email newslettersskillMarketingL2
newsletter · Email newsletters where subject line and format consistency drive both open rates and habit—when you want predictable engagement metrics.
WORKS 58
Write product copy and microcopyskillMarketingProductL1
copywriting · Founders and product designers who want copy patterns and formulas they can use across the entire product without hiring a copywriter.
WORKS 57
Design product-led growth mechanicsskillProductMarketingL1
growth · Solo founders and growth PMs designing product-led acquisition where the product itself drives growth, not sales team.
WORKS 52
Diagnose landing page conversion gapsskillMarketingL2
ads-landing · PPC campaign optimization: diagnose why landing pages don't convert despite ad traffic volume.
WORKS 58
Design statistically rigorous ad testsskillMarketingL1
ads-test · Ad teams avoiding "winner calling" errors and ensuring statistical rigor in creative testing.
WORKS 56
Analyze multi-channel trafficskillMarketingDataL2
traffic · Growth leads doing monthly channel performance reviews and trying to understand where unattributed Direct traffic actually comes from.
WORKS 57
Generate SEO-optimized pages at scaleskillMarketingProductL3
programmatic-seo · When you have 50+ landing pages to create because programmatic SEO scales with quality checks (unique value, proper data sourcing, intent match).
WORKS 58
Write benefit-led landing page copyskillMarketingL1
copywriting-core · Landing page copy that needs to stop scrolls by leading with customer outcomes, not feature lists.
WORKS 54
Match page type to search intentskillMarketingL2
seo-sxo · Diagnosing why a well-optimized page doesn't rank: wrong page type for the keyword intent.
WORKS 55
Support in-house legal analysisskillLegalL1
legal · Fast initial triage of contracts, compliance scope, and legal risk for in-house teams who then consult qualified counsel; mode detection routes to right framework without manual routing.
WORKS 59
Monitor Google Search Console performanceskillMarketingDataL2
google-search-console · SEO managers doing monthly monitoring of search visibility and title/meta optimization, who need to prioritize which pages to optimize first.
WORKS 56
Build SEO data analysis systemskillMarketingL2
seo-monitoring · Content marketers and SEO leads who own 50+ articles and need to identify high/low performers and guide future topic selection.
WORKS 58
Design affiliate marketing program for SaaSskillMarketingSalesL2
affiliate-marketing · B2B/B2C SaaS founders adding a partner channel while maintaining control of brand positioning and affiliate quality.
WORKS 57
Optimize newsletter signup forms for conversionskillMarketingL2
newsletter-signup · Content/growth teams optimizing email signup forms for conversion without overwhelming visitors with field requests.
WORKS 53
Document processes with verification checkpointsskillOpsL1
sop-builder · Critical repeatable processes (deployments, migrations, incident response) where precise step order and verification prevent outages and tribal knowledge loss.
WORKS 55
Architect hiring decisions from role to offerskillHRL1
hiring · Early-stage founders ($0-$5M) who want to stop hiring on gut feeling and need a framework to define roles tightly, interview efficiently, and avoid the costly mistakes of 'at least we tried hiring'.
WORKS 58
Optimize content for AI-generated answersskillMarketingL1
geo-content-optimizer · Publishers capturing share of AI-generated answer traffic by making content more quotable and factual.
WORKS 52
Write long-form editorial blog postsskillMarketingL2
blog-post · Design-system-first content sites where each blog post is a mini-editorial product with consistent type hierarchy and brand voice.
WORKS 59
Author auditable Excel modelsskillFinanceL2
excel-author · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.
WORKS 58
Detect SEO regressions across site changesskillMarketingL2
seo-drift · Catching SEO regressions during site migrations, rewrites, or CMS updates where before/after diffs with triggered rules save investigation time.
WORKS 53
Track business presence across maps platformsskillMarketingL3
seo-maps · Local businesses needing cross-platform review aggregation and rank tracking across geographic grids.
WORKS 57
Validate Schema.org markup and rich resultsskillMarketingL1
seo-schema · Publishers, e-commerce, or service sites needing to claim rich result eligibility and semantic markup validation.
WORKS 58
Calculate PPC metrics and budget modelsskillMarketingL1
ads-math · Ad ops and marketers modeling budget allocation, scaling decisions, and financial sustainability of campaigns.
WORKS 52
Aggregate GEO audits into executive reportsskillMarketingL2
geo-report · GEO audit aggregation where a single report is required for executive sign-off.
WORKS 59
Manage finance operationsskillFinanceL1
finance-ops · Financial modeling requiring auditable formulas, color-coded assumptions, and balance verification.
page 4 / 108