cyberneticlibrary

The library

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

WORKS 59
Shift roadmap from features to outcomesskillProductL2
outcome-roadmap · Shifting teams from feature-driven to impact-driven roadmaps, especially when product flexibility and strategic alignment matter more than delivery precision.
WORKS 59
Fetch structured stock sentiment dataskillFinanceL2
finance-sentiment · Skill finance sentiment with multi-agent verification.
WORKS 59
Create live dashboards in ObsidianskillOpsL2
wiki-dashboard · Custom Obsidian vault dashboards when native Bases (no plugin) is available and views should filter/group by folder, tag, or property.
WORKS 54
Generate production SEO imagesskillMarketingL2
seo-image-gen · Generating OG/social/hero images for SEO at scale where pre-configured aspect ratios and domain modes (Product, Cinema, Editorial, UI/Web, Infographic) save iteration.
WORKS 59
Audit SEO with Google's own field dataskillMarketingL3
seo-google · Enterprise SEO audits where Google's own field data (CrUX, GSC, GA4) + indexation status provide definitive truth no third-party tool can match.
WORKS 57
Validate multi-language hreflang tagsskillMarketingL2
seo-hreflang · Multi-language/multi-region sites where hreflang validation catches missed return tags and x-default errors that tank international rankings.
WORKS 59
Audit crawlability and Core Web VitalsskillMarketingEngineeringL2
seo-technical · Ensuring crawlability, mobile-first readiness, Core Web Vitals, and selective AI crawler blocking per brand strategy.
WORKS 54
Extract brand identity for ad targetingskillMarketingL2
ads-dna · Ad creative generation pipelines needing consistent brand identity anchoring (used by /ads create and /ads generate).
WORKS 56
Generate product photography briefsskillMarketingL2
ads-photoshoot · E-commerce or SaaS needing systematic approach to product photography that anchors to brand DNA.
WORKS 58
Set up analytics in Flutter appsskillEngineeringProductL2
firebase-analytics · Implementing analytics tracking for user behavior, screen views, and conversion funnels in production Flutter apps.
WORKS 55
Compare GEO improvements for client retentionskillMarketingL2
geo-compare · GEO agencies proving progress to clients monthly where retention depends on visible momentum.
WORKS 58
Generate professional GEO audit PDF reportsskillMarketingL2
geo-report-pdf · GEO agencies delivering polished client reports where visual presentation drives perception.
WORKS 53
Update GEO-SEO toolkit to latest versionskillOpsEngineeringL2
geo-update · Keeping GEO-SEO toolkit in sync with upstream without manual file management.
WORKS 59
Screen dividend stocks at technical pullbackskillDataFinanceL2
dividend-growth-pullback-screener · Long-term dividend growth investors who want to combine fundamental 12%+ dividend CAGR with technical entry timing (RSI pullback), keeping cost basis low by catching temporary weakness in quality names.
WORKS 58
Structure and document Claude Code skillsskillEngineeringL1
write-a-skill · Teams and individuals building reusable workflows in Claude Code who need to document skills in a format that enables agent discovery and execution.
WORKS 51
Generate strategic follow-up sequencesskillSalesL1
sales-followup · Sales teams with conversation history needing to turn stalled discussions into next meetings without appearing desperate
WORKS 58
Optimize forms for higher completionskillMarketingL1
form-cro · When form abandonment is identified as a bottleneck and you have baseline completion rate data; works best for lead capture and contact forms where you can afford to delay sensitive questions.
WORKS 58
Build free tools for lead generationskillMarketingL3
free-tool-strategy · When you have identified a repeatable, adjacent pain point (e.g., developers need a VS Code formatter, marketers need a subject-line tester) and can estimate 3-6 month ROI payback; requires product-market clarity first.
WORKS 54
Produce evidence-based weekly business retrosskillOpsL3
money-retro · Founders and business owners doing regular business retros grounded in actual disk state (snapshots, learnings, skill usage) rather than memory.
WORKS 58
Run self-managed outreach sequencesskillSalesL2
outreach-sequencer · When you have prospects in a CRM and need a self-managed loop that sends sequences, tracks replies, and auto-updates CRM state.
WORKS 52
Export legal analysis as professional PDFskillLegalL1
legal-report-pdf · Skill legal report pdf with multi-agent verification.
WORKS 58
Route and parallelize architecture workskillEngineeringL3
src · Large codebases with 5+ file changes spanning multiple domains—when parallel architecture design and implementation can run unblocked.
WORKS 58
Run phased context interview workflowsskillHRL2
src · Quarterly context maintenance where Phase 1 (MISSION, GOALS, PROBLEMS) gets review-and-refine even if nothing seems outdated—prevents context drift.
WORKS 58
Design mobile app analytics tracking planskillMarketingProductL2
app-analytics · Mobile teams who need structured metrics frameworks to answer business questions (retention/LTV/churn) rather than raw dashboards.
WORKS 58
Remove first-run friction to boost activationskillProductL2
onboarding-optimization · Mobile teams with <40% D0 activation rate who need to cut onboarding friction to proven patterns vs custom design.
WORKS 58
Plan strategic content and editorial calendarsskillMarketingL1
content-strategy-and-planning · Teams launching GTM who need a defensible content roadmap aligned to buyer awareness stages.
WORKS 58
Design SaaS pricing and monetizationskillFinanceL1
pricing-strategy · Skill pricing strategy with multi-agent verification.
WORKS 58
Write copy that drives conversionskillMarketingL1
copywriting · When you need copy that drives action because it leads with benefits, is specific/credible, and respects reader intelligence.
WORKS 52
Write long-form SEO blog articlesskillMarketingL2
blog-post-writer · Publishing SEO content when you have primary research done and need to enforce voice/structure rules (no AI-tells).
WORKS 58
Write conversion-focused email sequencesskillSalesL1
cold-email-copywriter · Multi-email outreach campaign to warm prospects when you have research and can find one specific insight per person.
WORKS 58
Identify and delegate tasks to scale fastskillOpsL1
delegation · Founders stuck between Level 1–2 (Doer/Delegator transition, $0-$1.5M revenue) who feel bottlenecked but haven't systematized delegation, and need permission to stop doing everything personally.
WORKS 57
Define your social media identityskillMarketingL1
social-media-context-sms · New creators or brands setting up persistent identity context before launching content strategy, audience growth, or engagement skills.
WORKS 57
Analyze backlink profiles competitivelyskillMarketingL3
seo-backlinks · Competitive backlink gap analysis and PBN detection when multiple data sources (DataForSEO + Moz + Bing + Common Crawl) provide confidence in quality scoring.
WORKS 57
Audit programmatic pages for Google complianceskillMarketingL2
seo-programmatic · E-commerce, SaaS, or publisher needing 100+ programmatic pages with March 2024 Google Scaled Content Abuse guardrails.
WORKS 58
Assess product health weeklyskillDataL1
product-health-analysis · Weekly or monthly health check shared with leadership; forces discipline to separate metrics that matter from noise, and to answer 'so what' before recommending action.
WORKS 52
Write scannable sprint briefsskillOpsL1
sprint-brief · Mixed teams (eng, design, PM) needing a single source of truth that every role can scan before standup.
WORKS 51
Route ASO queries to specialist skillsskillL1
aso-router · ASO platforms/agencies offering multi-domain skills who need dispatch logic to match intent to skill without overwhelming user.
WORKS 53
Coach sales reps through complex dealsskillSalesL1
ultimate-sales · Complex B2B sales where discovery quality and emotional attunement determine deal outcome, not pitch skill.
WORKS 58
Write SEO-optimized blog postsskillMarketingL2
blog-writing-specialist · Content teams building SEO-first blog strategy who need repeatable quality and linking guardrails, not freelancer management.
WORKS 56
Amplify launches across communitiesskillMarketingL2
ph-community-outreach · Multi-channel launch amplification when you have 4+ weeks to build community karma and tailor posts per platform.
WORKS 53
Audit compliance across scopeskillLegalL2
audit-compliance · Finding subtle bugs or policy violations across large codebases that require consistent multi-agent consensus.
WORKS 59
Review financial models for investor readinessskillFinanceL1
financial-model-review · Automate financial model review reviews with structured output and validation.
WORKS 56
Execute UAE/GCC bilingual campaignsskillMarketingL2
business-marketing-agent · B2B digital campaigns in UAE/Dubai market with bilingual (English + Arabic) requirement; excels at seasonal strategy and channel-specific creative adaptation.
WORKS 53
Ensure DSGVO-compliant email marketingskillMarketingLegalL2
dsgvo-email-marketing · DACH SaaS/agencies building email campaigns to DACH audiences who need precision compliance vs €5k–€30k abmahnfähig penalties.
WORKS 59
Map entire site content via FirecrawlskillMarketingEngineeringL2
seo-firecrawl · Pre-audit discovery phase to enumerate all indexable content before running SEO analysis.
WORKS 54
Design 12-month SEO strategyskillMarketingL2
seo-plan · Create coordinated SEO plans for new projects
WORKS 53
Audit and map product messagingskillMarketingL1
pitch-recon · Founders auditing their messaging landscape before a rebrand or repositioning, to see what gaps exist and what contradicts.
WORKS 54
Validate product opportunity before buildingskillProductOpsL3
agency-phase-0-discovery · De-risking product ideas before engineering effort by validating market, users, regulations, and competitive space.
WORKS 53
Create sales collateral that reps actually useskillSalesL2
abm-sales-enablement · Founders building sales infrastructure for early B2B sales teams, ensuring reps have customizable, high-trust collateral.
WORKS 53
Atomize newsletters into weekly postsskillMarketingL1
newsletter-to-posts · Newsletter publishers who want to maximize reach by turning each newsletter edition into a week's worth of social content while driving new subscriptions.
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