The library

bun-runtime · When starting new JS/TS projects or migrating from Node where install/run speed and single-toolchain simplicity matter most.

biopython · When writing batch molecular biology pipelines that manipulate sequences, parse multiple file formats, and access NCBI programmatically.

bioservices · When integrating data from multiple bioinformatics databases (UniProt, KEGG, ChEMBL) in a single workflow with consistent ID mapping.

/telescope skill · When validating cross-level consistency in multi-layer analysis (micro/meso/macro) to catch real vertical analysis bugs.

business-content-orchestrator · When routing GTM writing tasks (articles, decks, outreach) to the right specialist without knowing which one upfront.

bulk-rnaseq · When analyzing bulk RNA-seq from raw reads through differential expression and pathway enrichment with reproducible, quality-gated pipelines.

new-command · When adding new CLI subcommands to Lumen that follow register pattern, need offline operation, and must pass TypeScript type-checking.

calling-frontend-from-tauri-rust · When you need high-throughput or low-latency Rust-to-frontend communication beyond the basic event system.

cellxgene-census · When querying organism-wide single-cell expression data across tissues without downloading multi-terabyte datasets.

tdmcp-cookbook-examples · When learning patterns and recipes for building tools with the TDMCP framework.

investigation-memo · When documenting research investigations with structured evidence linking and memo generation.

calling-rust-from-tauri-frontend · When you need the frontend to invoke Rust commands with callbacks and handle async results in the webview.

cirq · When designing and simulating quantum algorithms before submission to real quantum hardware.

tangyi-agent-skill · When you need specialized domain expertise from the Tangyi agent skill ecosystem.

canary-watch · When you need continuous synthetic monitoring of service endpoints to detect degradation before users report it.

tdmcp-docs-roadmap-update · When you need specialized domain expertise for this task that generic tools cannot provide.

Refactor Safely · When you need to refactor code automatically with safety guarantees from test coverage and semantic validation.

carrier-relationship-management · When managing complex carrier relationship states and tracking interaction history across systems.

2026-04-30-infisical-vault-skill · Keeping sensitive API keys out of .env files via runtime injection.

cobrapy · Systems biology workflows requiring genome-scale metabolic model analysis.

churn-prevention · Reducing voluntary churn through targeted save offers matched to exit reasons.

consciousness-council · Complex decisions needing genuine cognitive diversity, not false consensus.

tdmcp-submission · Preparing and re-preparing Anthropic Connectors Directory submissions.

02-provider-unit-internal-skill · Pre-submission validation of skill topology contracts.

cisco-ios-patterns · Validating IOS config changes before deployment to prevent lockouts.

dask · Scaling existing pandas code to multi-GB datasets without Spark rewrite.

ck · Maintaining project briefing without manual recap on every session resume.

database-lookup · One-query lookups across chemistry, biology, regulatory databases.

datamol · Drug discovery pipelines avoiding low-level RDKit chemistry code.

claude-api · Quick lookups of Claude model IDs, pricing, and capability differences.

deepchem · End-to-end neural property prediction when graph models beat hand features.

b123d-drawing · Generating publication-quality 2D chemical structure images from SMILES.

deeptools · Efficient RNA-seq QC and coverage visualization across large datasets.

clerk-auth · Zero-code user auth integration for apps (replaces custom JWT/sessions).

depmap · One-query CRISPR dependency lookups for target prioritization.

clickhouse-io · Sub-second queries on terabyte-scale immutable logs (OLAP, not OLTP).

dhdna-profiler · Fast DNA feature extraction for ML model input (classification, regression).

flstudio-production · Music production workflows integrating algorithmic composition with DAW.

cloudflare-core · Deciding between KV, R2, D1, or Durable Objects for a specific access pattern.

diffdock · Structure-based drug discovery when you need 3D binding poses and pose rankings for virtual screening or lead optimization.

docs · Automating complex post-production workflows (color, editing, effects) when manual Resolve UI interaction is too slow or repetitive.

cloudflare-email-service · Building transactional email flows in Cloudflare Workers when you need zero-config email without external SMTP providers.

dnanexus-integration · Deploying bioinformatics pipelines (alignment, variant calling, quality control) to a managed cloud platform with built-in data governance.

cloudflare-manager · Rapid infrastructure-as-code deployment of Cloudflare services when you need immediate URL feedback and scripted setup.

docx · Programmatically generating professional Word documents with complex formatting (TOC, headings, styled lists, page breaks) when manual editing is infeasible.

architecture-knowledge-graph · Creating an auditable, queryable service map across multiple repos when you need to track deployment units and their communication patterns.

cloudflare-orchestrator · Unblocking a Cloudflare user who knows what they want to build but not which skill/service to use.

esm · Computing per-residue embeddings for downstream ML tasks (docking, binding prediction, active-site detection) when you need a pretrained protein encoder.

excalidraw-diagram-design · Creating hand-drawn style system diagrams when you want visual clarity without the stiffness of Visio or PlantUML.

cloudflare · Quick reference for common Cloudflare questions when you don't need specialized skill depth.