The library
Everything we index — ranked by what works, never by stars.
forSalesMarketingHRFinanceLegalOpsProductEngineeringDataProductivitySupportsetup≤ plug & play≤ + a key≤ multi-tool
● works · ● untested / no effect · ● hurts — every rank is measured against a no-skill baseline
hurts★7→works★2→works★40→works★16→hurts★41,165→works★41,165→hurts★12,185→works★8→works★0→works★14→hurts★2→works★2→hurts★2→works★2→hurts★135→works★4→works★3→hurts★591→works★0→works★0→works★1,266→no effect★0→works★18→works★18→hurts★29→hurts★29→no effect★39→works★9→no effect★51→works★16→works★0→hurts★412→works★0→hurts★0→hurts★0→works★0→no effect★17,464→no effect★17,464→hurts★17,464→no effect★64→hurts★230→no effect★230→no effect★3,035→works★2,052→works★2,052→hurts★1→hurts★0→hurts★0→works★0→untested★367→
Validate cold outreach at scale without ghostingskillSalesL2-10pp measured
outreach-expert · Setting up B2B outbound from scratch when cold emails are being ghosted or landing in spam
Build KPI frameworks for marketing measurementskillMarketingDataL2+12pp measured
analytics-insights · Reconstructing metrics from scratch after privacy regulation or preparing for board reporting
Build signal-triggered multi-channel sequencesskillSalesL2+13pp measured
outreach-sequence-builder · B2B outreach teams building repeatable sequences around specific trigger events (funding, hiring, product launches) where each sequence maps insight → bridge → opener → ask structure.
Write SEO-optimized blog and landing pagesskillMarketingL1+23pp measured
seo-content-writer · When you need blog or landing page content that ranks well in Google while providing genuine value to readers.
Produce HTML email marketing templatesskillMarketingL1-17pp measured
email-marketing · High-impact, single-message email campaigns where design consistency and display-font-first headlines are critical to brand voice.
Build interactive team dashboardsskillOpsL2+10pp measured
flowai-live-dashboard-template · Team dashboards requiring real-time interactivity (tab switching, zoom, dark mode, export) while maintaining design consistency via CSS variables.
Convert support issues into knowledge baseskillSupportL2-5pp measured
kb-article · Support teams creating evergreen documentation from recurring customer questions or newly resolved issues.
Scale apps virally through social mediaskillMarketingProductL1+4pp measured
social-growth-engineer · Taking a consumer app from 0 to $20K MRR in 14-60 days through coordinated multi-account volume + UGC
Publish templated service pages at scaleskillMarketingL2+33pp measured
seo-page-builder · Local service companies (gutters, pressure washing, HVAC) scaling service area coverage with templated service+city pages, where the ability to publish 50+ pages fast is more valuable than bespoke content per city.
Analyze datasets for evidence-backed decisionsskillDataL1+8pp measured
data-analysis · When you have structured business data and need decision-quality analysis that separates observation from interpretation.
Generate high-performing ad copy variationsskillMarketingL1-4pp measured
ad-creative · Bulk generating ad copy to test multiple angles simultaneously when you have a tight campaign deadline
Build personal brand that drives pipelineskillSalesMarketingL1+4pp measured
founder-thought-leadership · Establishing founder authority when bootstrapping fundraising or recruiting without brand budget
Create agency brand marketing profilecommandMarketingL1-8pp measured
brand-setup · When you are an agency managing multiple client brands and need one canonical profile that auto-loads into every marketing skill without manual context-switching.
Analyze competitor marketing and positioningcommandMarketingSalesL2+20pp measured
competitor-analysis · Benchmarking your marketing strategy and messaging against 2-5 direct competitors when you need a 360-degree view of their content, SEO, ads, social, and positioning strategies.
Reverse-engineer and codify brand voiceskillMarketingL1-4pp measured
brand-voice-analyzer · When you need to codify how a company actually sounds so new writers can match the voice consistently.
Build multi-touch attribution modelsskillMarketingDataL2+12pp measured
attribution-modeling · When you need to move beyond last-touch attribution to understand which channels truly drive conversions.
Surface founder blindspots and worst-case plansskillOpsL1+16pp measured
slo-founder-check · YC-bound or venture-backed founders needing a personal health check-in and worst-case contingency plan before board meetings or fundraising.
Generate personalized cold email sequencesskillSalesL2-20pp measured
sales-outreach · SDRs and outbound teams who need 3-5 email sequences where every email has a verifiable trigger event, not generic 'I saw your company' messages that destroy credibility.
Set up analytics tracking for product decisionsskillProductMarketingL2+12pp measured
analytics-tracking · Analyst or PM setting up comprehensive analytics for SaaS or product — covers full workflow from business context → decision questions → event naming → GA4 implementation, with templates for essential events.
Set up analytics tracking for product decisionsskillProductMarketingL2+12pp measured
analytics-tracking · PM or analyst implementing analytics for SaaS product — full workflow from business questions → event design → GA4 setup, with essential event templates for apps and marketing sites.
Review freelancer contracts for fair termsskillLegalHRL1+11pp measured
legal-freelancer · Best for legal-freelancer tasks requiring domain expertise.
Create strategic marketing campaign briefsskillMarketingL10pp measured
campaign-brief · Marketing teams creating a single source of truth for campaign strategy before any creative production starts.
Prospect with intent data and ABMskillSalesL3+12pp measured
sales-6sense · Enterprise sales teams wanting to prioritize accounts by buying intent and orchestrate multi-touch ABM plays.
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
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.
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.
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.
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.
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.
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).
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.
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.
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.
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.
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.
Analyze decisions through multi-persona dialecticskillOpsL1+9pp measured
conducty-dialectic · Unraveling complex architectural decisions by having six archetypal voices debate from different angles
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
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
Fix analytics and tracking issuesskillDataMarketingL2-4pp measured
analytics-tracking · Finding why metrics don't match between platforms (GA4 vs ad account) before rebuilding reporting
Master contracts and ip lawskillLegalL1-1pp measured
contracts-and-business-law · Non-lawyers evaluating commercial risk and preparing briefs for counsel.
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
Build e-commerce email automation flowsskillMarketingSalesL2+2pp measured
ecommerce-email-marketing-builder · E-commerce marketers automating cart recovery, upsells, and post-purchase sequences without template coding.
Run debate meetings with AI personasskillProductOpsL1-3pp measured
meeting · When you need multi-perspective debate on a topic with a synthesized final position.
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.
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.
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.
Automate code review on Bitbucketmcp_serverEngineeringL2-13pp measured
bitbucket-mcp-server · Code review and PR workflows on Bitbucket Cloud or Server.
Audit code quality security in CI pipelinesmcp_serverEngineeringL2-4pp measured
codacy-mcp · Continuous integration pipelines auditing code quality and security across teams.
Review financial health and runwaycommandFinanceL1+9pp measured
finance · Building a complete financial picture with variance analysis and runway projection for founders
Audit milestones with adversarial reviewworkflowOpsEngineeringL3
wf-milestone-audit · Accelerating milestone validation with parallel dimension checks and adversarial bias detection.