cyberneticlibrary

The library

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

ArtifactsCapabilitiesRecipes
kindallskillworkflowmcp_servercommandsubagentplugin|✓ proven✗ harmfulmeasured only171 artifacts
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
WORKS 84
Automate sales coaching from callsskillSalesL2+14pp measured
sales-attention · Sales managers and enablement teams looking to automate coaching feedback and CRM updates from call recordings when insight generation speed and scorecard customization are less critical than workflow automation
WORKS 27
Generate high-performing ad copy at scaleskillMarketingL2-8pp measured
ad-creative · Agencies and performance marketing teams when you need rapid ad copy variation generation for multi-platform testing with a vault protocol for handoff.
WORKS 27
Size launches and execute GTMskillMarketingProductL2-8pp measured
product-launch-gtm · Product teams when you need a launch sizing matrix to avoid oversized GTM for minor features while ensuring major innovations get full activation.
WORKS 50
Design growth experiments with hypothesesskillMarketingL10pp measured
surge-experiment · Growth PMs designing experiments where you need clarity on mechanism, sample size, and decision criteria before engineering starts building.
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 27
Build verified prospect lists from customer poolsworkflowSalesMarketingL3-8pp measured
outreach-fanout-research · When you need to build a prospect list from a look-alike pool of a known customer and you need both email AND phone verified from official sources, not brokers.
WORKS 22
Automate code review on Bitbucketmcp_serverEngineeringL2-13pp measured
bitbucket-mcp-server · Code review and PR workflows on Bitbucket Cloud or Server.
WORKS 31
Audit code quality security in CI pipelinesmcp_serverEngineeringL2-4pp measured
codacy-mcp · Continuous integration pipelines auditing code quality and security across teams.
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