cyberneticlibrary

The library

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

WORKS 48
Master adversarial board meeting narrativesskillFinanceL1
board-prep · Walk into a board meeting with numbers memorized and adversarial scenarios rehearsed, not just slides.
WORKS 48
Render code review contextskillEngineeringL1
code-review-context · Prevent LLM model context bloat and cache misses by capping injected code-review history.
WORKS 48
Design homelab network topologyskillOpsL1
homelab-network-setup · Design a home network that scales to future VLANs without reinitializing everything.
WORKS 48
Coordinate agents on message boardskillL2
board · Coordinate multi-agent tasks via an append-only message board without external dependencies.
WORKS 48
Deploy DNS filtering with Pi-holeskillOpsL2
homelab-pihole-dns · Block ads and trackers network-wide without per-device VPN or browser extension configuration.
WORKS 48
Segment homelab with VLANsskillOpsL2
homelab-vlan-segmentation · Use when you need homelab vlan segmentation capabilities.
WORKS 50
Enforce brand identity standardsskillMarketingL1
brand-guidelines · Enforce consistent brand voice and style across content and design without expensive brand consultants.
WORKS 50
Generate strategy brief from intakeskillFinanceL1
brief · Prepare strategic decisions for boardroom by structuring question, options, and kill criteria upfront.
WORKS 48
Automate browser-based workflowsskillOpsL2
browser-automation · Scrape dynamic websites or automate repetitive browser tasks (login, form fill, screenshot) without manual clicking.
WORKS 48
Manage Hugging Face Hub assetsskillEngineeringL2
hugging-face-cli · Download and run Hugging Face models locally without writing boilerplate Python code.
WORKS 48
Test cross-browser compatibilityskillEngineeringL2
browserstack · Test web app across 100+ real browser/device combos without owning physical devices.
WORKS 48
Query Hugging Face datasetsskillDataL2
hugging-face-dataset-viewer · Inspect and validate Hugging Face datasets before training without downloading entire dataset.
WORKS 48
Analyze capital allocation decisionsskillFinanceL1
business-investment-advisor · Evaluate investment decisions by running financial models and stress testing assumptions instead of relying on gut feel.
WORKS 48
Format posts for SubstackskillMarketingL1
substack-rich-content-skill · When publishing technical or data-driven content to Substack with rich media and accessibility requirements.
WORKS 48
Build Gradio ML demosskillEngineeringL2
hugging-face-gradio · When building quick ML demos, chatbot UIs, or prototypes that need browser-based interaction without custom web frontend development.
WORKS 48
Optimize internal business processesskillOpsL1
business-operations-skills · When diagnosing internal operational bottlenecks, vendor issues, capacity constraints, or process documentation needs at the CEO/COO level.
WORKS 48
Initialize development environmentskillEngineeringL1
setup-env · When preparing Akash Node or similar projects that require environment setup before running make targets.
WORKS 48
Sit with clarity before decidingskillProductivityL1
silence-skill · When the operator is avoiding discomfort by collecting more information instead of deciding with what they already know.
WORKS 48
Publish research on Hugging FaceskillEngineeringL2
hugging-face-paper-publisher · When publishing research papers to Hugging Face for discovery, linking to trained models/datasets, or managing paper visibility on profile.
WORKS 48
Evaluate AI plans like a Chief AI OfficerskillProductEngineeringL1
caio-review · When evaluating any AI feature ship, multi-year vendor commitment, or AI team expansion for soundness before execution.
WORKS 48
Summarize academic papers from Hugging Face or arXivskillDataEngineeringL1
hugging-face-papers · When analyzing or summarizing AI research papers with automatic metadata extraction and linking to related Hub artifacts.
WORKS 49
Analyze campaign ROI with multi-touch attributionskillMarketingDataL2
campaign-analytics · When measuring campaign effectiveness across channels and deciding budget allocation for paid marketing or performance optimization.
WORKS 48
Track ML experiments with Hugging Face TrackioskillEngineeringDataL2
hugging-face-trackio · When running long training jobs and need real-time visibility into convergence, hardware utilization, and early stopping signals.
WORKS 48
Manage CAPA investigations for medical devicesskillOpsLegalL2
capa-officer · When planning engineering headcount for a multi-quarter roadmap and want to validate feasibility before committing.
WORKS 48
Validate skill implementationskillL1
validate-skill · When publishing new skills and want automated QA before merging to a skill library.
WORKS 48
Build ops capacity and headcount plansskillOpsFinanceL2
capacity-planner · When planning engineering team capacity and validating roadmap feasibility against current and planned headcount.
WORKS 52
Prepare MVP for production deploymentskillEngineeringOpsL2
deployment-readiness-skill · When validating readiness before production deployment and want automated checks for security, performance, and test coverage.
WORKS 48
Convert 2D images to 3D modelsskillProductEngineeringL2
hunyuan3d · When rapidly prototyping 3D assets for games, AR, product visualization, or design exploration from text or image reference.
WORKS 48
Organize brain dumps into actionable systemsskillProductivityOpsL1
capture · When converting unstructured brain dumps into organized task/project lists with zero information loss
WORKS 48
Scaffold and debug HyperFrames projectsskillEngineeringProductL2
hyperframes-cli · When scaffolding, linting, previewing, or rendering HTML video compositions for final delivery
WORKS 48
Compress communication to save tokensskillL1
caveman · When communication token budget is critical and technical accuracy must be preserved
WORKS 48
Install Codex skills from GitHubskillEngineeringL1
skill-installer · When installing workspace-local skills from GitHub or curated sources into workspace/skills/
WORKS 48
Stress-test plans for customer retention risksskillSalesOpsL1
cco-review · When customer retention/segmentation/CS hiring decisions need pressure-tested against hard metrics
WORKS 48
Generate images with Google GeminiskillMarketingProductL2
imagen · When generating UI placeholders, documentation illustrations, or design assets during development
WORKS 48
Challenge plans for data architecture risksskillEngineeringDataL1
cdo-review · When data architecture, AI training data, or data monetization decisions need scrutiny on consent/dependencies
WORKS 48
Write technical documentationskillEngineeringOpsL1
docs · When writing technical documentation that must be terse, scannable, and friendly
WORKS 55
Model unit economics and fundraising strategyskillFinanceOpsL2
cfo-advisor · When modeling unit economics, burn rate scenarios, and financial planning for fundraising
WORKS 48
Integrate JavaScript frameworks with TauriskillEngineeringL2
integrating-tauri-js-frontends · When configuring Next.js, Nuxt, SvelteKit, or Vite for static output in Tauri v2
WORKS 48
Scrutinize financial plans and capital allocationskillFinanceL1
cfo-review · When spend, hiring, or fundraising decisions need numerate stress-testing on unit economics
WORKS 48
Retrieve current chat historyskillL1
get-chat-history · When retrieving recent conversation history to contextualize follow-up queries
WORKS 48
Pre-mortem risk analysisskillOpsL1
challenge · When pre-validating any plan that requires resource commitment or board/investor presentation
WORKS 48
Enforce notebook determinismskillEngineeringL1
notebook-determinism-enforcer · When enforcing notebook reproducibility and eliminating non-deterministic patterns in data pipelines
WORKS 48
Roll out organizational changesskillOpsL1
change-management · When rolling out organizational changes, tool migrations, or strategy pivots that need adoption
WORKS 48
Error handling patternskillEngineeringL1
2084-error-handling-pattern_364bc098 · When structuring exception hierarchies for specific error types (auth, rate limit, policy, etc.)
WORKS 48
Forecast demand and inventoryskillOpsL1
inventory-demand-planning · When forecasting SKU demand, setting safety stock, and planning replenishment at multi-location retailers
WORKS 57
Generate release notes automaticallyskillEngineeringL2
changelog-generator · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
WORKS 48
Build investor pitch materialsskillFinanceL1
investor-materials · Building pitch decks, one-pagers, and financial models when all docs must sync around canonical traction metrics and raise size.
WORKS 50
Validate changelog conventionsskillEngineeringL2
changelog · Automating consistent, auditable release documentation in CI pipelines when conventional commits are enforced.
WORKS 47
Draft investor cold outreachskillSalesL1
investor-outreach · Writing cold emails and warm intros to VCs when the ask is explicit and proof points are concrete, not adjective-heavy.
WORKS 48
Optimize sales channel economicsskillSalesL1
channel-economics · Quarterly channel reviews when pipeline is split 50/50 direct-vs-partner and nobody knows which channel actually clears the loaded-cost bar.
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