cyberneticlibrary

The library

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

WORKS 53
Write cold outreach that reads like a peerskillSalesMarketingL1
iblai-marketing-cold-email · Growth teams and founders doing cold outreach who want human-sounding emails that reflect recipient's world, not a salesperson's template.
WORKS 58
Monitor competitors weekly for changesskillMarketingL3
competitor-monitor · Competitive intelligence teams running weekly monitoring on 5-15 competitors to surface material product, pricing, and leadership changes.
WORKS 55
Synthesize Vue/Nuxt ecosystem newsletterworkflowMarketingL2
vue-newsletter · Synthesizing weekly summaries across multiple heterogeneous sources (releases, blogs, social, people) with automated deduplication.
WORKS 55
Research Pitch Atlas Craftsmen wingworkflowMarketingSalesL3
pitch-atlas-craftsmen-research · Coordinating multi-agent workflows with explicit phases, budget guards, and structured JSON output schemas.
WORKS 53
Discover targets through iterative deduplicationworkflowSalesMarketingL3
loop-discover · When the amount of work is unknown upfront — bugs, proposals, patterns. Spawns finder agents until K consecutive rounds
WORKS 55
Generate daily research briefworkflowDataMarketingL3
research-pulse-daily · Daily lightweight research pulse: 3 parallel domain scans + synthesis.
WORKS 55
Compile release notes from commitsworkflowProductMarketingL2
release-notes · Parallel review and triage workflows across multiple criteria or models.
WORKS 56
Generate daily research brief from domain scansworkflowOpsMarketingL3
research-pulse-daily · Multi-dimensional research workflows with parallel specialist agents per dimension.
WORKS 55
Download and caption video playlistworkflowMarketingL3
playlist-subs-full · Chunked batch download with parallel agents and sequential within-chunk ordering.
WORKS 60
Source royalty-free images for articlesworkflowMarketingL2
fetch-images · Chunked batch download with parallel agents and sequential within-chunk ordering.
WORKS 55
Build interactive data visualizationworkflowMarketingL3
build-viz · Use when implementing build-viz patterns.
WORKS 54
Localize UI text to 37 languagesworkflowProductMarketingL2
translate-keys · Localizing customer-facing UI (like ordering combos) into 37 languages with strict JSON schema + placeholder + markup preservation.
WORKS 48
Generate AI vertical videoskillMarketingL4
verticals · Automating short-form video creation at scale for niche audiences
WORKS 48
Fetch WeChat articles to MarkdownskillMarketingL2
wechat-article-to-markdown · Archiving WeChat articles for AI summarization or knowledge base ingestion when image localization and metadata preservation matter.
WORKS 45
Audit web pages for SEO issuesskillMarketingProductL2
auditing-seo · When auditing-seo is needed before shipping or in production.
WORKS 48
Analyze competitive brand positioningskillMarketingSalesL2
competitive-intel · When competitive-intel is needed before shipping or in production.
WORKS 48
Track Trending Repos and PostsskillMarketingDataL1
trending · When this specialized capability is required.
WORKS 48
Summarize YouTube videos automaticallyskillProductivityMarketingL1
youtube-summary · Quickly extracting key points from long YouTube videos (tutorials, talks, podcasts) without watching, especially when semantic accuracy across chunks matters.
WORKS 48
Research competitors with citationsskillMarketingProductL2
exa-research · Finding cited academic papers, discovering competitors via semantic similarity, or extracting factual answers grounded in real web sources rather than training data.
WORKS 48
Generate marketing images with AIskillMarketingL2
image-prompting · Creating marketing posters, UI mockups, product shots, or any image where on-image typography must render exactly as specified without AI-generated slop.
WORKS 48
Search real-time news and socialskillMarketingOpsL2
search · Fast semantic search across prediction markets, blockchain, and news
WORKS 48
Write multimodal video prompts for SeedanceskillMarketingL1
seedance-prompt-en · Generating precise video prompts for Seedance 2.0 using text, images, videos, and audio references with @ syntax.
WORKS 48
Generate premium frontend design sectionsskillMarketingProductL1
imagegen-frontend-web · When creating section-by-section frontend design references that developers can accurately implement.
WORKS 48
Design clean editorial-style interfacesskillProductMarketingL1
minimalist-ui · When designing clean, document-like workspaces that reject generic SaaS defaults.
WORKS 48
Audit designs against Dieter Rams principlesskillProductMarketingL1
design-is · When auditing existing designs against foundational principles before committing to refine or redesign.
WORKS 48
Upgrade websites to premium qualityskillMarketingProductL2
redesign-existing-projects · When auditing existing designs against foundational principles before committing to refine or redesign.
WORKS 55
Design like a high-end agencyskillMarketingProductL1
high-end-visual-design · When auditing existing designs against foundational principles before committing to refine or redesign.
WORKS 48
Ship premium frontend interfaces without templatesskillMarketingProductL1
design-taste-frontend · When applying design-taste-frontend patterns to specialized interface challenges.
WORKS 56
Design cheap fast concept testsskillProductMarketingL1
ent-concept-test · Testing whether a desperate customer would want your solution before building—the fastest way to validate demand in days instead of weeks.
WORKS 48
Turn document into shareable slide deckskillMarketingProductivityL1
wowerpoint · Provide expert guidance at a specific stage.
WORKS 48
Turn interview batches into actionable insightsskillProductMarketingL1
ent-synthesis-coach · When a venture journey ends and you need to extract the timeless patterns that inform the next venture.
WORKS 53
Find patterns in post performanceskillMarketingL1
analyze-performance · Optimizing content strategy when you have a portfolio of published posts with known performance.
WORKS 48
Brainstorm LinkedIn topics from sourcesskillMarketingL1
brainstorm-linkedin · Converting research, articles, or external ideas into personal LinkedIn angles without starting from scratch.
WORKS 48
Find timely opinion piece topicsskillMarketingL1
brainstorm-opinion · Cross-pollinating LinkedIn content into opinion pieces when you want deeper societal reach.
WORKS 48
Set up content studio workflowsskillMarketingL2
content-studio · Entry point when user has content requests but you need to confirm tool readiness.
WORKS 48
Create a content studio for new authorsskillMarketingL2
setup-content-studio · Bootstrapping thought leadership content systems when you have an author and examples but no infrastructure.
WORKS 54
Write long-form blog postsskillMarketingL2
write-blog-post · Producing consistent, brand-aligned blog posts when you have a content studio setup with voice guidelines.
WORKS 48
Write and develop LinkedIn postsskillMarketingL1
write-linkedin-post · Consistently publishing LinkedIn posts that match your brand when you have voice guidelines in a content studio.
WORKS 48
Write opinion pieces and op-edsskillMarketingL1
write-opinion · Publishing thought leadership opinion pieces when you have voice guidelines and a defined audience.
WORKS 48
Access TechWolf logo filesskillMarketingL1
techwolf-logo · When you need official, on-brand TechWolf logo files for any output.
WORKS 54
Design and run A/B testsskillMarketingProductL1
ab-test-setup · Validating product hypotheses with statistical rigor and measuring impact on business metrics.
WORKS 48
Convert image to print-ready retail productskillMarketingOpsL3
studiomcphub-studio · Configuring Studio in PersonalizationMCP without manual credential management.
WORKS 48
Generate images and videos from text descriptionsskillMarketingL2
AI Image Generator & Editor — GPT Image 2, Nanobanana, ComfyUI · Batch visual asset creation where consistent style and rapid iteration matter more than hand-crafted perfection.
WORKS 48
Run AI content pipeline and coordinate distributionskillMarketingL3
ai-content-pipeline · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.
WORKS 48
Create multi-angle product photography setsskillMarketingL2
Product Photoshoot Workflow · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.
WORKS 48
Create vertical social media thumbnails and postersskillMarketingL2
Social Thumbnail Workflow · Distributed multi-stage tasks where visibility and approval gates prevent unauthorized changes.
WORKS 48
Generate images and artwork with visual guidanceskillMarketingL2
MeiGen Visual Creative Expert · Teams automating repetitive tasks while maintaining control over execution and output quality.
WORKS 57
Optimize content for AI search enginesskillMarketingL1
ai-seo · Content creators wanting to appear in AI-generated answers without building links manually.
WORKS 48
Create AI-generated video content with character consistencyskillMarketingL2
ai-video-director · Batch visual asset creation where consistent style and rapid iteration matter more than hand-crafted perfection.
WORKS 48
Set up event tracking and analytics measurementskillMarketingProductL2
analytics-tracking · | Triggers | When tags fire (page view, click) |
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