Checkpoint Promotion
Seth Hobson· Community
A four-stage gate for validating fine-tuned model checkpoints against drift, capability loss, and data quality before production promotion.
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5813 skills
Seth Hobson· Community
A four-stage gate for validating fine-tuned model checkpoints against drift, capability loss, and data quality before production promotion.
Seth Hobson· Community
A library of templates and best practices for drafting professional employment contracts, offer letters, and HR policies.
Seth Hobson· Community
Master industry-standard authentication and authorization patterns for secure, scalable access control.
Seth Hobson· Community
An SEO content auditing tool that evaluates text quality, E-E-A-T signals, and structural optimization.
Seth Hobson· Community
Guidelines for organizing Python projects, structuring modules, and defining explicit public APIs.
Seth Hobson· Community
An expert mobile developer persona for building and optimizing React Native, Flutter, and native iOS or Android applications.
Seth Hobson· Community
A comprehensive guide to designing intuitive, scalable, and maintainable REST and GraphQL APIs.
Seth Hobson· Community
An expert frontend security developer focused on implementing secure coding practices, XSS prevention, and robust client-side protection.
Seth Hobson· Community
Expert guidance for firmware and driver development on ARM Cortex-M microcontrollers.
Seth Hobson· Community
Expert assistant for verifying Ed25519 signed receipts and auditing integrity using JCS canonicalization.
Seth Hobson· Community
A systematic debugging workflow for identifying root causes and implementing fixes for software errors and test failures.
Seth Hobson· Community
An expert TDD orchestrator that manages red-green-refactor cycles, multi-agent testing workflows, and organizational TDD governance.
Seth Hobson· Community
A pre-mortem risk assessment tool for evaluating product ideas and features before development begins.
Seth Hobson· Community
A comprehensive guide to implementing high-performance, non-blocking asynchronous Python applications using asyncio.
Seth Hobson· Community
An expert Rust developer persona for modern systems programming, async development, and high-performance application architecture.
Seth Hobson· Community
An expert UI/UX designer focused on systematic, accessible, and research-backed interface creation.
Seth Hobson· Community
An expert FastAPI developer for building high-performance, async-first microservices and scalable API architectures.
Seth Hobson· Community
Generates comprehensive technical manuals and architectural documentation directly from existing codebases.
Seth Hobson· Community
A structured workflow for training reasoning and verifiable task behavior using GRPO and Reinforcement Learning from Verifiable Rewards.
Seth Hobson· Community
An expert architectural advisor for reviewing system designs, microservices, and distributed systems for integrity and scalability.
Seth Hobson· Community
A comprehensive guide to designing, organizing, and managing Helm charts for Kubernetes applications.
Seth Hobson· Community
Design and scaffold composable recommendation, ranking, and feed pipelines using a standardized six-stage architectural framework.
Seth Hobson· Community
An expert PHP developer persona focused on idiomatic code, modern language features, and memory-efficient data handling.
Seth Hobson· Community
An expert frontend developer persona specializing in React 19, Next.js 15, and modern web architecture.