The library

migrate-from-v1 · When domain-specific guidance is required.

awwwards-ui-skills · When domain-specific guidance is required.

migrate-nanoclaw · When domain-specific guidance is required.

azure-functions · When domain-specific guidance is required.

qodo-pr-resolver · When domain-specific guidance is required.

backend-architecture-core · When domain-specific guidance is required.

setup · When domain-specific guidance is required.

crate-pr · When domain-specific guidance is required.

backend-architecture-orchestrator · Routing backend work when the specific concern (REST design, testing, deployment) is not yet named.

update-nanoclaw · Safely bringing upstream NanoClaw into customized forks without losing local modifications or requiring reinstall.

backend-patterns · Structuring backend code when N+1 avoidance, transaction handling, or middleware layering are needed.

update-skills · Pulling latest skill code without losing local credential wiring or database configuration.

backtesting-frameworks · Validating trading strategies when look-ahead bias, survivorship bias, and transaction costs must be accounted for.

use-native-credential-proxy · Simple .env-based credentials for users avoiding OneCLI vault while keeping authentication straightforward.

benchmark · Catching performance regressions in real browser metrics before and after code changes or before shipping.

agent-browser · Automating form submission, data extraction, and web app testing when refs are more resilient than XPath.

biopython · Computational biology tasks like sequence alignment, BLAST searches, structure parsing, or phylogenetic analysis.

frontend-engineer · Building production-quality web UIs when TypeScript strictness, accessibility, and responsive design are mandatory.

bird-cli · Ensuring markdown consistency across documentation when team style rules need enforcement.

onecli-gateway · Shipping production web apps when Vercel hosting and auto-deploy-on-push workflow are desired.

blockchain-web3-core · Loading plugins or optional modules at runtime when keeping main bundle size small is a priority.

self-customize · Finding relevant context in large knowledge bases when semantic search beats keyword/BM25 matching.

blockchain-web3-orchestrator · Parallelizing research or batch enrichment when one supervising agent can fan out and aggregate work.

slack-formatting · Extracting and reshaping structured data when declarative SQL is clearer than imperative transformation code.

vercel-cli · Offline question-answering over confidential documents when zero cloud egress is a requirement.

blueprint · Converting unstructured notes or reports into queryable structured data at scale with confidence tracking.

welcome · Validating API contracts before integration when declarative assertions are clearer than manual curl testing.

data-analysis.skill · Automating ETL pipelines when schema-first code generation reduces manual validation boilerplate.

whatsapp-formatting · Real-time group messaging where tagged recipients need push notifications

brightdata · Sites with bot detection or CAPTCHA that block naive fetch

adaptyv · High-throughput binding screens when in-house lab unavailable

connectors-directory-spec · Local MCP discovery in Claude Desktop without hosting infrastructure

browser-automation-core · Deciding which browser/UI automation spoke to invoke

aeon · Temporal pattern detection faster/more accurate than standard ML

mcpb-bundle · Keeping bundles current without rewriting the packer

browser-automation-orchestrator · Single entry point for web, webapp, native, and TTY automation

anndata · Single-cell genomics where scverse integration is mandatory

browser-extension-builder · Browser feature extensions that run user-side without server

arboreto · Fast GRN discovery when bulk sequencing data unavailable

browser-qa · Rapid QA coverage when manual testing is bottleneck

astropy · Astronomy research when specialized units + coordinates matter

validate-pr · Pre-merge verification when maintainer review unavailable

browser · One-shot diagnostics and deployment verification

autoskill · Bootstrap skill corpus from existing codebases

building-native-ui · Performance-critical UIs where web is too slow

benchling-integration · Biotech workflows needing certified ELN audit trails

bgpt-paper-search · Biotech literature review when Google Scholar insufficient

td-feature-release · TD ecosystem stability when breaking changes are unavoidable

bullmq-specialist · When you need durable background job queuing with exponential backoff, dead-letter queues, and multi-worker concurrency control on Redis.

bids · When organizing multi-modal neuroimaging/biomedical datasets for repositories (OpenNeuro, DANDI) or validating BIDS compliance.