cyberneticlibrary

The library

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

WORKS 48
Submit MCP extensions to AnthropicskillEngineeringProductL2
connectors-directory-spec · Local MCP discovery in Claude Desktop without hosting infrastructure
WORKS 48
Reference for browser automation tacticsskillEngineeringProductL1
browser-automation-core · Deciding which browser/UI automation spoke to invoke
WORKS 48
Package and build MCP bundlesskillEngineeringOpsL3
mcpb-bundle · Keeping bundles current without rewriting the packer
WORKS 48
Route automation tasks to right driverskillOpsEngineeringL2
browser-automation-orchestrator · Single entry point for web, webapp, native, and TTY automation
WORKS 48
Build and publish browser extensionsskillEngineeringProductL3
browser-extension-builder · Browser feature extensions that run user-side without server
WORKS 48
Infer gene regulatory networksskillProductEngineeringL2
arboreto · Fast GRN discovery when bulk sequencing data unavailable
WORKS 48
Test UI rendering and interactionsskillEngineeringProductL2
browser-qa · Rapid QA coverage when manual testing is bottleneck
WORKS 48
Analyze astronomical data with AstropyskillEngineeringDataL1
astropy · Astronomy research when specialized units + coordinates matter
WORKS 51
Validate Flutter documentation locallyskillEngineeringL1
validate-pr · Pre-merge verification when maintainer review unavailable
WORKS 48
Debug browser behavior with console captureskillEngineeringProductL1
browser · One-shot diagnostics and deployment verification
WORKS 48
Detect and draft research workflow skillsskillEngineeringProductivityL3
autoskill · Bootstrap skill corpus from existing codebases
WORKS 48
Build polished Expo React Native appsskillEngineeringL1
building-native-ui · Performance-critical UIs where web is too slow
WORKS 48
Release and version tdmcp autonomouslyskillEngineeringL2
td-feature-release · TD ecosystem stability when breaking changes are unavoidable
WORKS 48
Build reliable async job queues with BullMQskillEngineeringL2
bullmq-specialist · When you need durable background job queuing with exponential backoff, dead-letter queues, and multi-worker concurrency control on Redis.
WORKS 48
Adopt Bun as JavaScript runtimeskillEngineeringL2
bun-runtime · When starting new JS/TS projects or migrating from Node where install/run speed and single-toolchain simplicity matter most.
WORKS 48
Process molecular biology sequences programmaticallyskillEngineeringDataL2
biopython · When writing batch molecular biology pipelines that manipulate sequences, parse multiple file formats, and access NCBI programmatically.
WORKS 48
Query 40+ bioinformatics databases unifiedskillDataEngineeringL2
bioservices · When integrating data from multiple bioinformatics databases (UniProt, KEGG, ChEMBL) in a single workflow with consistent ID mapping.
WORKS 48
Verify cross-level AI consistency hierarchicallyskillEngineeringProductL3
/telescope skill · When validating cross-level consistency in multi-layer analysis (micro/meso/macro) to catch real vertical analysis bugs.
WORKS 48
Process RNA-seq from reads to enrichmentskillDataEngineeringL3
bulk-rnaseq · When analyzing bulk RNA-seq from raw reads through differential expression and pathway enrichment with reproducible, quality-gated pipelines.
WORKS 48
Scaffold new CLI commands in LumenskillEngineeringL1
new-command · When adding new CLI subcommands to Lumen that follow register pattern, need offline operation, and must pass TypeScript type-checking.
WORKS 48
Emit events from Tauri Rust backendskillEngineeringL1
calling-frontend-from-tauri-rust · When you need high-throughput or low-latency Rust-to-frontend communication beyond the basic event system.
WORKS 48
Query CZ CELLxGENE census for cell dataskillDataEngineeringL2
cellxgene-census · When querying organism-wide single-cell expression data across tissues without downloading multi-terabyte datasets.
WORKS 48
Expand tdmcp prompt cookbook examplesskillEngineeringProductivityL1
tdmcp-cookbook-examples · When learning patterns and recipes for building tools with the TDMCP framework.
WORKS 48
Invoke Rust functions from Tauri frontendskillEngineeringL1
calling-rust-from-tauri-frontend · When you need the frontend to invoke Rust commands with callbacks and handle async results in the webview.
WORKS 48
Design quantum circuits for Google hardwareskillEngineeringDataL2
cirq · When designing and simulating quantum algorithms before submission to real quantum hardware.
WORKS 48
Monitor deployed URLs for regressionsskillEngineeringOpsL2
canary-watch · When you need continuous synthetic monitoring of service endpoints to detect degradation before users report it.
WORKS 48
Keep docs and roadmap in syncskillEngineeringL2
tdmcp-docs-roadmap-update · When you need specialized domain expertise for this task that generic tools cannot provide.
WORKS 48
Plan and execute safe refactoringskillEngineeringL2
Refactor Safely · When you need to refactor code automatically with safety guarantees from test coverage and semantic validation.
WORKS 48
Infisical vault secrets managementskillEngineeringL2
2026-04-30-infisical-vault-skill · Keeping sensitive API keys out of .env files via runtime injection.
WORKS 48
Provider unit internal behaviorskillEngineeringL1
02-provider-unit-internal-skill · Pre-submission validation of skill topology contracts.
WORKS 48
Persist project memory across sessionsskillEngineeringL1
ck · Maintaining project briefing without manual recap on every session resume.
WORKS 48
Build with the Claude APIskillEngineeringL2
claude-api · Quick lookups of Claude model IDs, pricing, and capability differences.
WORKS 48
Add Clerk authentication to Next.jsskillEngineeringL2
clerk-auth · Zero-code user auth integration for apps (replaces custom JWT/sessions).
WORKS 48
Optimize high-performance SQL queriesskillEngineeringL3
clickhouse-io · Sub-second queries on terabyte-scale immutable logs (OLAP, not OLTP).
WORKS 48
Use Cloudflare Workers effectivelyskillEngineeringL2
cloudflare-core · Deciding between KV, R2, D1, or Durable Objects for a specific access pattern.
WORKS 48
Learn DaVinci Resolve video editingskillEngineeringL1
docs · Automating complex post-production workflows (color, editing, effects) when manual Resolve UI interaction is too slow or repetitive.
WORKS 48
Execute genomics workflows on DNAnexusskillEngineeringL3
dnanexus-integration · Deploying bioinformatics pipelines (alignment, variant calling, quality control) to a managed cloud platform with built-in data governance.
WORKS 48
Deploy and manage Cloudflare infrastructureskillEngineeringL3
cloudflare-manager · Rapid infrastructure-as-code deployment of Cloudflare services when you need immediate URL feedback and scripted setup.
WORKS 48
Map codebase architecture and dependenciesskillEngineeringL2
architecture-knowledge-graph · Creating an auditable, queryable service map across multiple repos when you need to track deployment units and their communication patterns.
WORKS 48
Route Cloudflare tasks to specialistsskillEngineeringL2
cloudflare-orchestrator · Unblocking a Cloudflare user who knows what they want to build but not which skill/service to use.
WORKS 48
Run protein folding and embeddings modelsskillEngineeringL2
esm · Computing per-residue embeddings for downstream ML tasks (docking, binding prediction, active-site detection) when you need a pretrained protein encoder.
WORKS 48
Design clean architecture diagramsskillEngineeringProductL1
excalidraw-diagram-design · Creating hand-drawn style system diagrams when you want visual clarity without the stiffness of Visio or PlantUML.
WORKS 48
Deploy Cloudflare Workers and PagesskillEngineeringL2
cloudflare · Quick reference for common Cloudflare questions when you don't need specialized skill depth.
WORKS 48
Analyze phylogenetic tree dataskillEngineeringL2
etetoolkit · Comparative genomics and phylogenetic analysis when you need programmatic tree manipulation and statistical summaries.
WORKS 48
Create interactive code walkthroughsskillEngineeringProductivityL1
code-tour · Onboarding developers or documenting complex code patterns when linear documentation is insufficient.
WORKS 54
Onboard to new codebases quicklyskillEngineeringL2
codebase-onboarding · Bootstrapping documentation for an unfamiliar codebase when you need structure before reading individual files.
WORKS 48
Orchestrate coding agents non-interactivelyskillEngineeringL3
coding-agent · Rapidly bootstrapping code or refactoring when you have a clear spec and want to avoid manual boilerplate.
WORKS 48
Run computational fluid dynamics simulationsskillEngineeringL2
fluidsim · High-performance computational fluid dynamics simulations with pseudospectral methods.
WORKS 48
Generate ENCODE research citationsskillEngineeringL1
cite-encode · Formatting citations for ENCODE datasets and publications consistently.
WORKS 48
Build multiplatform Kotlin Compose UIskillEngineeringL2
compose-multiplatform-patterns · Building reusable UI component patterns for web and mobile platforms simultaneously.
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