AI & LLM Engineering · By seb1n

Design and validate model-facing tool definitions with clear names, action-oriented descriptions, bounded JSON Schema parameters, explicit side effects, safe defaults, idempotency, errors, and…

seb1n/awesome-ai-agent-skills

Optimize a complete candidate context package by deduplicating, filtering, ordering, and allocating its token budget.

seb1n/awesome-ai-agent-skills

Rank an existing set of context chunks by relevance, diversity, freshness, and utility.

seb1n/awesome-ai-agent-skills

Retrieve relevant information from a knowledge base using semantic, keyword, or hybrid search to ground a query.

seb1n/awesome-ai-agent-skills

Train machine learning models end-to-end, covering data loading, preprocessing, architecture selection, training loops, validation, and checkpointing.

seb1n/awesome-ai-agent-skills

Compress selected context to a target token budget while preserving decisions, evidence, constraints, and unresolved questions.

seb1n/awesome-ai-agent-skills