The library

build-and-test · Complete CI verification pipeline before PR merge.

deploy-preview · Full-stack local testing of containerized system before main merge.

instrumentation-mcp · Production observability into agentic MCP workflows.

agent-install · Distributing skills and MCPs across multiple agents (Claude, Cursor, etc.).

mobile-mcp · Bridging native mobile apps to agentic MCP ecosystems.

build-and-test · Complete CI verification pipeline before PR merge.

cloudflare · Serverless MCP deployment with global edge network latency.

run-simulator · Rapid local mobile testing during active development.

mcp · Real-time product analytics integration into agentic workflows.

metaskill · Managing complex multi-stage ML experiments with single invocation.

flows · Visually/declaratively composing multi-step processing pipelines.

openinference-instrumentation-mcp · Full observability into RAG and LLM app internals.

api-and-interface-design · Establishing contract-first API design before coding starts.

browser-testing-with-devtools · When you need live runtime state inspection instead of static code analysis.

ci-cd-and-automation · Before merging any change to enforce quality standards.

code-review-and-quality · Before merging any change when human review is unavailable.

slack-mcp-server · When agents need to read and search organizational knowledge in Slack.

context-engineering · When agent output quality is degrading due to insufficient or wrong context.

webmcp-ts-sdk · When building MCP servers for browser-based applications.

debugging-and-error-recovery · When something breaks and guessing wastes more time than structured triage.

documentation-and-adrs · When a significant architectural choice needs future engineers to understand the why.

frontend-ui-engineering · When UI needs to work flawlessly across devices and follow brand guidelines.

git-workflow-and-versioning · When version control workflow needs to be enforced consistently.

postgres-mcp · When agents need direct database access for queries or mutations.

elisym-provider · Monetizing a Claude/OpenAI subscription by running a long-lived agent that accepts paid jobs from the decentralized elisym network and settles in SOL/USDC.

agoragentic · Delegating specialized AI work (summarization, search, analysis) to the best available provider without hardcoding endpoints, with automatic fallback and Base L2 USDC settlement.

agoragentic · Moving a locally-developed agent toward hosted Agent OS deployment with integrated memory, secret storage, identity verification, and multi-agent swarm orchestration.

modal · Running heavy compute (ML training, data processing), GPU-dependent code, or untrusted code in safe isolation without local GPU procurement or Docker management.

rpc · Low-level blockchain reads where native library integration is overkill

network-ai · Multi-agent systems needing dynamic routing based on capabilities

monetize-service · Multi-stakeholder service monetization with transparent splits

query-onchain-data · Querying decoded blocks, transactions, and events on Base via standardized SQL without running a local full node.

incremental-implementation · Managing large multi-file changes by building and testing each vertical slice independently, avoiding tangled one-shot implementations.

performance-optimization · Fixing actual performance bottlenecks identified by profiling, avoiding guesswork-driven optimization.

security-and-hardening · Ensuring code handling user data, authentication, or external services is secure from the start, not as an afterthought.

shipping-and-launch · Shipping production changes with confidence through staged rollouts, monitoring, and tested rollback strategies.

test-driven-development · Proving code correctness through tests, making bugs reproducible and fixes verifiable.

clrun · Automating interactive CLI workflows (scaffolders, dev servers, TUI prompts) that would otherwise require manual intervention.

clrun · Automating interactive CLI workflows (scaffolders, dev servers, TUI prompts) that would otherwise require manual intervention.

clrun · Automating interactive CLI workflows (scaffolders, dev servers, TUI prompts) that would otherwise require manual intervention.

install-boltmcp · Specialized use case not specified in body.

add-atomic-chat-tool · Specialized use case not specified in body.

add-codex · Specialized use case not specified in body.

x402-service-scout · Specialized use case not specified in body.

add-github · Specialized use case not specified in body.

industrial-brutalist-ui · When building data-heavy dashboards or technical portfolios that need to feel like declassified blueprints.

babysit · When a PR needs active monitoring until all checks, reviews, and threads are truly resolved.

full-output-enforcement · When complete, unabridged output is critical and default truncation patterns would break the deliverable.

how-it-works · When applying how-it-works patterns to specialized interface challenges.

stitch-design-taste · When applying stitch-design-taste patterns to specialized interface challenges.