
Everything below was published by this GitHub account. Launch7 indexes it and links to the source; it has not executed, installed or audited any of it, and it is not affiliated with the account.
Categories
Skills
- database-migration
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures.
- design-system-patterns
Build scalable design systems with design tokens, theming infrastructure, and component architecture patterns.
- godot-gdscript-patterns
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization.
- llm-evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking.
- nodejs-backend-patterns
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices.
- sql-optimization-patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries.
- startup-financial-modeling
Build comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
- wcag-audit-patterns
Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance.
- api-design-principles
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers.
- architecture-patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
- avoid-ai-writing
Audit and rewrite prose so it stops reading as machine-generated.
- cqrs-implementation
Implement Command Query Responsibility Segregation for scalable architectures.
- defi-protocol-templates
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans.
- event-store-design
Design and implement event stores for event-sourced systems.
- fastapi-templates
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling.
- file-conversion
Convert files between formats — PDF to Word, HEIC to JPG, MP4 to MP3, CSV to JSON, EPUB to MOBI, and 999 total routes across images, video, audio,…
- helm-chart-scaffolding
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations.
- javascript-testing-patterns
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking,…
- multi-reviewer-patterns
Coordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting.
- nft-standards
Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration.
- parallel-debugging
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration.
- parallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation.
- pptx-reference-deck-analysis
Inspect a reference deck as design evidence.
- prompt-engineering-patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability.
- saga-orchestration
Implement saga patterns for distributed transactions and cross-aggregate workflows.
- solidity-security
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns.
- spark-memory-thermal-ops
Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark.
- spark-training-gotchas
Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark.
- task-coordination-strategies
Decompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing.
- team-communication-protocols
Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to…
- team-composition-patterns
Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection.
- temporal-python-testing
Test Temporal workflows with pytest, time-skipping, and mocking strategies.
- workflow-orchestration-patterns
Design durable workflows with Temporal for distributed systems.