cyberneticlibrary

The library

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

WORKS 58
Apply evidence-driven SEO frameworksskillMarketingL1
seo-flow · Standardize SEO analysis across teams using proven frameworks
WORKS 58
Generate executable multi-channel campaign plansskillMarketingL2
campaign-plan · Launching new product, market entry, or seasonal campaign where strategic clarity and phased execution determine success from day one.
WORKS 58
Unify campaign status across all platformsskillMarketingL3
campaign-status · Marketing teams managing 10+ campaigns across 3+ platforms, where unified status view prevents blind spots and enables rapid response to execution issues.
WORKS 53
Predict and prevent customer churn earlyskillSalesSupportL3
churn-risk · SaaS companies with recurring revenue and predictable churn patterns, where early intervention on at-risk segments preserves more revenue than win-back campaigns after churn.
WORKS 53
Map competitive landscape and exploit gapsskillMarketingProductL3
competitor-analysis · Brand repositioning, market entry, or competitive differentiation where deep gap analysis reveals which positioning angles competitors ignore.
WORKS 54
Write personalized cold outreach that convertsskillSalesL1
cold-outreach · Individual founder or early-stage BD reaching out to specific prospects where 10 minutes of research transforms a generic cold message into a warm, personalized conversation starter.
WORKS 55
Review contracts for legal riskskillLegalL1
contract-review · Best for contract-review tasks requiring domain expertise.
WORKS 58
Build structured interview processskillHRL1
interview-kit · Scaling teams that need a repeatable, bias-reducing interview loop.
WORKS 56
Create inclusive job descriptionskillHRL1
job-description · Hiring for a new role and wanting transparent, inclusive copy.
WORKS 56
Optimize landing page for conversionskillMarketingProductL2
landing-page · Auditing an existing page for low conversion before redesign.
WORKS 53
Create and update privacy policyskillLegalL1
privacy-policy · Best for privacy-policy tasks requiring domain expertise.
WORKS 57
Prepare discovery, demo, and RFP scriptsskillSalesL1
sales-script · High-stakes demos, RFP responses, or competitive deals where precision matters.
WORKS 52
Design incentive-aligned compensation plansskillHRFinanceL1
gtm-compensation · When you need compensation that sends the right behavioral signals because simplicity wins and incentives must match stage (hunters vs efficiency vs retention).
WORKS 58
Analyze agent loop execution metricsskillEngineeringL2
ralph-analytics · Agent development where you need quantified evidence of loop quality improvement—when optimizing stuck detection, reflection patterns, or escalation thresholds.
WORKS 56
Rebalance ad budget across channelsskillMarketingFinanceL2
algo-ad-budget · When you have multi-channel data and need to rebalance budget from underperformers to high-ROAS channels.
WORKS 55
Generate competitive battlecards for salesskillSalesL2
competitive-battlecard-generator · Sales enablement: arm reps with honest competitive positioning and trap-question scripts before customer calls.
WORKS 59
Look up compliance control coverageskillLegalOpsL1
compliance-lookup · Best for compliance-lookup tasks requiring domain expertise.
WORKS 58
Generate weekly social performance reportsskillMarketingL1
performance-report · Founder-led social teams who need a weekly cadence of performance insights without exhaustive daily dashboard management.
WORKS 58
Design engagement polls for audience insightskillMarketingL1
engagement-poll · Brands wanting to boost algorithmic engagement while generating authentic audience research on preferences, pain points, or product validation.
WORKS 53
Manage end-to-end fundraising processskillFinanceL1
chief-fundraise · Best for chief-fundraise tasks requiring domain expertise.
WORKS 52
Discover and prioritize keywords by intentskillMarketingL2
keyword-research · Planning content calendars, launching new topics, or identifying long-tail opportunities for teams running inbound or SEO strategies at scale.
WORKS 58
Create institutional-grade property budgetsskillFinanceOpsL2
annual-budget-engine · Best for annual-budget-engine tasks requiring domain expertise.
WORKS 54
Diagnose Google Ads account healthskillMarketingL2
audit · Agencies and in-house teams establishing baseline health before optimization, ensuring downstream copy/landing-page work is grounded in actual business context.
WORKS 56
Diagnose Meta Ads account healthskillMarketingL2
audit · Brands optimizing across Facebook + Instagram who need pixel health baseline and Meta-specific audience targeting strategy before creative iteration.
WORKS 52
Coach management consulting case interviewsskillHRL1
04-consulting-career · Candidates with 2-4 weeks before consulting recruiting interviews who want structured practice with real-time feedback on case structure, math, and communication.
WORKS 56
Analyze Claude Code usage and tool trendsskillOpsL2
usage-trends · Weekly review of what's actually happening in your system — peak usage patterns, which tools are most relied on, error spikes.
WORKS 56
Check Claude Code Agent Monitor healthskillOpsL2
dashboard-status · First-thing-in-the-morning health check before deeper analysis (is the system running? Is it collecting data?).
WORKS 53
Build 12-month SEO roadmap from scratchskillMarketingL2
seo-plan · Startup or agency building SEO from scratch with a phased 12-month execution plan.
WORKS 58
Send push notifications cross-platformskillMarketingProductL2
firebase-messaging · Sending cross-platform push notifications with reliable foreground, background, and terminated-state handling.
WORKS 53
Negotiate contract terms with counter-proposalsskillLegalL1
legal-negotiate · Best for legal-negotiate tasks requiring domain expertise.
WORKS 58
Research legal precedents and requirementsskillLegalL1
legal-researcher · Best for legal-researcher tasks requiring domain expertise.
WORKS 56
Verify supplier claims with source checksskillOpsL2
supplier-truthcheck · Best for supplier-truthcheck tasks requiring domain expertise.
WORKS 56
Map buying committees at target accountsskillSalesL2
sales-account-map · Expanding from single-threaded deals by identifying all stakeholders at target accounts and understanding who controls budget/approval
WORKS 58
Scale lead-gen agency infrastructureskillOpsSalesL3
sales-agency-outbound · Scaling a lead-gen agency beyond 5-10 clients without hiring proportional ops team by automating client isolation, warmup scheduling, and reporting
WORKS 56
Create and optimize Apollo sequencesskillSalesL2
sales-apollo-sequences · Multi-mailbox scaling of sequences when Smartlead or Instantly overkill and you have existing Apollo account for prospecting
WORKS 52
Grow email list and audienceskillMarketingL2
sales-audience-growth · SaaS and creator teams needing sustainable list growth where content-channel fit is uncertain.
WORKS 58
Integrate call recording to CRMskillSalesOpsL2
sales-audionotes · Sales and support teams capturing meeting notes where transcription quality matters more than API flexibility.
WORKS 53
Develop differentiated market positioningskillMarketingProductL1
product-positioning-expert · Founders clarifying market positioning before launching campaigns or fundraising, when April Dunford framework is already known/trusted.
WORKS 57
Design conversion-focused landing pagesskillMarketingProductL2
landing-page-design · Creating distinctive, high-conversion landing pages that stand out in saturated markets—when founder wants pages worth $50-100 that feel personally crafted.
WORKS 56
Route contract intake for legal reviewskillLegalL1
codexkit-contract-intake-router · Routing legal intake requests with normalization and escalation detection.
WORKS 56
Create on-brand infographicsskillMarketingL3
infographic-v2 · When you need an infographic that actually communicates because it 70% thinking (what to show) + 30% execution (how to show it).
WORKS 56
Build co-designed visual presentations fastskillMarketingSalesL2
excalidraw · When you need presentations that feel like the user's own (not generic) because every slide is co-designed with approval at each step.
WORKS 55
Optimize podcasts for searchskillMarketingL2
podcast-seo · Increasing podcast discoverability on Apple Podcasts and search engines through metadata optimization and transcript SEO.
WORKS 54
Monitor recruiting pipeline with proactive researchskillHRL3
recruit-watch · Keeping recruiting moving without manual daily pipeline checks — proactive research + Slack summaries.
WORKS 55
Build mini-funnel in one weekskillMarketingL2
funnel-sprint · Fast validation funnels when you have an ICP and proof point and want 3-email nurture working in 1 week.
WORKS 53
Generate outbound email drafts at scaleskillSalesL3
outbound-pipeline · Sales and founder-led sourcing when you have a clear ICP and want to batch-generate cold email drafts without manual research per prospect.
WORKS 53
Build and analyze financial statementsskillFinanceL1
financial-statements · Building and analyzing financial statements with controller-grade discipline.
WORKS 56
Analyze channel contribution with attribution modelsskillMarketingDataL3
attribution-report · Marketing leaders defending budget allocation to executives, where multi-touch comparison reveals that last-click dramatically undercredits awareness and consideration channels.
WORKS 55
Design and prioritize content programskillMarketingL1
content-strategy · Startups deciding which content types to invest in first without guessing.
WORKS 55
Write cold emails to investorsskillFinanceL1
fundraising-email · Writing targeted investor emails with personalization and brevity discipline.
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