cyberneticlibrary

The library

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

WORKS 52
Rewrite article sections for clarityskillMarketingL1
edit-article · Writers and editors who want rapid paragraph-level clarity improvements while preserving the article structure and information flow.
WORKS 52
Brief designers before they startskillProductL1
design-handoff-brief · Kick-off conversation before designers open Figma; prevents rework by grounding design in user context, success criteria, and constraints upfront.
WORKS 58
Run data-grounded sprint retrosskillOpsL1
retro-analysis · Teams that need to stop debating what happened in retros and focus on solutions grounded in sprint data.
WORKS 58
Calculate attribution and campaign ROIskillMarketingDataL1
campaign-analytics · Demand-gen and growth teams running multi-channel campaigns who need deterministic attribution without external API dependencies.
WORKS 52
Identify missing contract protectionsskillLegalL1
legal-missing · Startups avoiding legal surprises via proactive doc planning.
WORKS 52
Assess contract risks clause by clauseskillLegalL1
legal-risks · Solopreneurs doing pre-legal-review risk triage.
WORKS 53
Audit brand voice consistency across contentskillMarketingL1
brand-voice-audit · Organizations with distributed writing (multiple authors/channels) who need systematic gap identification before rewrite, not single-document review.
WORKS 57
Generate conversion-optimized landing page copyskillMarketingL1
landing-page-copy · B2B/B2C SaaS teams launching single-offer landing pages (not multi-asset campaigns) who need conversion-first copy structure without design cycles.
WORKS 58
Analyze contract terms and identify risksskillLegalL1
contract-analyst · First-pass contract review before lawyer eyes it.
WORKS 53
Monitor contracts for redline exposureskillLegalL1
redline-sentry · Legal teams preventing costly vendor lock-in and liability surprises.
WORKS 58
Plan and manage sprint lifecyclecommandOpsL1
sprint · Teams running 1-2 week sprints who need capacity estimation, story selection, and structured retrospectives in one workflow.
WORKS 53
Extract decision records from transcriptsskillOpsL1
decision-log · Creating durable accountability artifacts that explain 'why did we decide this?' months after the meeting ends.
WORKS 52
Draft legal documents without $500/hr billsskillLegalL1
legal · Quick startup legal document templates when lawyer review is planned downstream.
WORKS 56
Define product positioning statementskillMarketingProductL1
product-positioning · Crystallizing what you own in customer minds when you have VOC data and need ONE memorable positioning statement.
WORKS 53
Write HN posts that earn upvotesskillMarketingL1
buzz-hn · Founders shipping something real who want HN upvotes by telling the actual technical story, not because they optimized for the algorithm.
WORKS 56
Structure landing pages for conversionskillMarketingL1
pitch-landing · Founders launching a new product who need section order and CTA placement guidance before designing in Figma or Webflow.
WORKS 53
Identify at-risk accounts and interveneskillOpsSalesL1
keep-churn · CS and Account teams managing a cohort of accounts where some are showing clear risk signals and you need systematic interventions, not panic.
WORKS 52
Craft brand narrative and founder storyskillMarketingL1
brand-storytelling · Founders and marketing teams who need a coherent narrative and proof strategy for website, pitch, and team alignment — not a full launch campaign.
WORKS 58
Create structured brand context for SEOskillMarketingL1
generate-brand-context · New SEO projects or teams setting up initial brand context before keyword research, content creation, or SEO optimization workflows.
WORKS 52
Produce HTML email marketing templatesskillMarketingL1
email-marketing · High-impact, single-message email campaigns where design consistency and display-font-first headlines are critical to brand voice.
WORKS 52
Generate financial reports in HTMLskillFinanceL1
finance-report · Generating templated financial reports with multiple input sources consolidated.
WORKS 58
Tighten marketing copy systematicallyskillMarketingL1
copy-editing · Tightening existing copy when the core idea is solid; most effective for teams with brand guidelines already in place.
WORKS 52
Plan velocity-calibrated sprintsskillOpsL1
sprint-planning · PMs and team leads planning sprints that don't overcommit and have clear, measurable success criteria.
WORKS 57
Update SEO metadata across websiteskillMarketingL1
riligar-dev-website-seo · Reusing a single website template across multiple consultants/founders without manual JSON-LD or sitemap rewrites.
WORKS 52
Generate GDPR and CCPA privacy policiesskillLegalL1
legal-privacy · Quickly generating legally compliant privacy policies from website scanning when manual drafting is infeasible.
WORKS 57
Deliver clarity-first status updates that landskillEngineeringOpsL1
standup · Engineers and PMs who need to keep leadership informed without writing essays, and want their updates actually read instead of skimmed (because every sentence moves someone toward a decision or clarity).
WORKS 56
Rank GTM channels with rapid cheap experimentsskillMarketingSalesL1
gtm-plan · Early-stage founders who need to discover which GTM channel works for their archetype through rapid, low-cost experiments instead of guessing.
WORKS 58
Build comprehensive financial projectionsskillFinanceL1
financial-model-architect · Building dynamic financial models from natural language descriptions when templates don't fit.
WORKS 48
Learn corporate finance fundamentalsskillFinanceL1
corporate-finance-basics · Teaching finance fundamentals to non-specialists through interactive, tailored instruction.
WORKS 52
Track sprint progress with red/yellow/green signalscommandOpsL1
sprint-health · Scrum masters and engineering leads running daily standups who need a quick health check with clear red/yellow/green signals.
WORKS 53
Prepare sprint backlog and capacity plancommandOpsL1
sprint-plan · Scrum masters facilitating sprint planning who need a structured template to fill capacity, identify risks, and align the team on goals.
WORKS 58
Review contracts against playbookskillLegalL1
contract-review · Rapidly identifying contract risks and enforcement gaps without legal expertise overhead.
WORKS 58
Analyze conversion experiments statisticallyskillMarketingProductL1
ab-testing-framework · Quantifying impact of CTA, copy, or design changes before full rollout when conversion volume is sufficient for statistical power
WORKS 57
Sharpen strategic thinking on hard decisionsskillOpsL1
strategic-sparring · Founder-CEOs facing reversible strategic calls (hire/restructure/pivot/exit) who want to think sharper before committing, and benefit from someone asking hard questions instead of affirming their gut.
WORKS 58
Write authoritative long-form thought leadershipskillMarketingL1
founder-content-writer · Founders who need professional thought leadership content but lack time to write and research independently.
WORKS 53
Score and rank PM candidates systematicallycommandHRL1
recruiting-process-interview · Systematically evaluating multiple PM candidates against the same opening using a consistent 4-dimension scoring model that produces comparable rankings.
WORKS 58
Apply evidence-driven SEO frameworksskillMarketingL1
seo-flow · Standardize SEO analysis across teams using proven frameworks
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 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 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 58
Surface founder blindspots and worst-case plansskillOpsL1
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.
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.
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