The library

networkx · Graph analysis and algorithm computation for networks, collaboration, supply-chain, and social-graph problems

DAX Promo Period Analysis and Volume Calculation · Quantifying market impact of promotional events on trading behavior and stock volatility

developer-growth-analysis · Tracking developer learning curves and identifying skill gaps for team growth planning

Simplify · Refactoring code for clarity and DRY compliance without hunting for bugs (use code-review for correctness)

severity · Classifying smart contract audit findings against historical benchmarks.

notebooklm · Querying uploaded documentation to get source-grounded answers from your notebooks.

video-download-faas · Batch downloading videos from multiple sources while continuing other work.

ci-cd-setup · Adding automated testing and deployment to new projects without manual setup.

mcp-builder · Connecting external APIs and services to Claude with well-designed tool interfaces.

wrld-design · Implementing consistent WRLD brand identity across React/Tailwind components.

agency-automation-governance-architect · Deciding whether to automate a business process before implementation.

html-ppt-zhangzara-editorial-tri-tone · Creating editorial or fashion-magazine-style presentations with tri-tone design.

fp-ts-react · Writing type-safe React forms and state management with accumulated validation errors.

perf-analyzer · Converting raw performance data into actionable optimization recommendations.

payment-integration · Building checkout flows and subscription management for Vietnamese and global markets.

perf-baseline-manager · Storing baseline metrics to track whether optimizations actually improved performance.

m06-error-handling · Ensuring consistent error handling across a codebase without boilerplate.

sequential-thinking · Working through multi-step reasoning where each step must be shown.

perf-benchmarker · Determining whether a code change actually improved performance or made it worse.

explain-visually · Making abstract or technical concepts concrete through annotated diagrams.

perf-code-paths · Understanding which functions are called and in what order during execution.

db-query · Finding slow queries and writing efficient SQL.

perf-investigation-logger · Recording what was tested, why, and what findings emerged.

next-16 · Upgrading codebases to leverage Next.js 16 features and performance improvements.

nft-standards · Creating immutable token collections with verifiable ownership and transferability constraints.

perf-profiler · Identifying performance bottlenecks when generic benchmarks lack granularity.

tool-usage · Constructing reliable exploits for memory corruption vulnerabilities.

videodb-skills · Processing video at scale with semantic search and AI-driven editing.

perf-theory-tester · Proving performance improvements with rigorous statistical evidence.

d3k · Debugging web apps when full user-action replay is needed to reproduce errors.

algorithmic-patterns · Procedurally generating facades, branching structures, and site layouts at scale.

perf-theory-gatherer · Prioritizing optimization work in unfamiliar codebases.

code-review · Enforcing type safety, access control, and API contracts in TypeScript teams.

bim-scripting · Scaling BIM operations beyond manual editing (parameter QA, clash detection, export).

dart-contribute · Contributing to projects with parallel release branches (patch vs. main).

cd-calculator · Rapid structural/environmental analysis in computational design workflows.

ux-psychology · Defending design decisions with peer-reviewed behavioral science.

transformers-js · Privacy-critical NLP tasks (sentiment, classification) with zero cloud egress.

d3-viz · Custom data narratives where charting libraries lack flexibility.

unity-xr · Rapid AR/VR prototyping with multi-device gesture support.

computational-geometry · Spatial reasoning in site analysis, packing, and optimal placement.

senior-frontend · Leading design-system decisions requiring performance and accessibility expertise.

selenium-automation · Complex browser workflows when Playwright lacks cross-browser support.

data-driven-design · Defending design intent with ASHRAE/LEED compliance and thermal modeling.

base · Automating database operations, forms, and report generation when ODB or embedded databases suit the use case better than CLI tools.

design-automation · Automating repetitive AEC tasks like code compliance, space planning, or facade optimization when rules can be explicitly encoded.