serithemage/korea-ai-foundation-model-verification

llm-dna-extraction-playbook

Use when planning, submitting, or debugging LLM-DNA fingerprint extraction jobs on SageMaker spot training. Trigger on keywords like "LLM-DNA jobs", "calc-dna", "submit_dna.py", "SageMaker spot", "Solar / K-EXAONE / A.X-K1 / EXAONE 추출", "Phase 5/6 재시도",…

原文语言：英语

llm-dna-knowledge

Use when working on LLM model lineage, provenance, phylogenetic analysis, from-scratch verification, the project's verification targets (Solar-Open-100B, K-EXAONE, A.X-K1, HyperCLOVAX), reference families (Llama 3, Qwen 2.5, GLM, Mixtral, DeepSeek), or…

原文语言：英语

karpathy-guidelines

Use when writing, reviewing, or refactoring code in this repo to reduce common LLM coding mistakes — overcomplication, drive-by edits to unrelated lines, hidden assumptions, vague success criteria. Four principles: Think Before Coding, Simplicity First,…

原文语言：英语

update-changelog

Use when the user invokes /update-changelog, or when a session has produced concrete repository changes (file edits, verification results, methodology updates, structural changes) that should be recorded in CHANGELOG.md by date and category.

原文语言：英语

update-tutorial

Use when the user invokes /update-tutorial, or when a verification-related Q&A exchange has just completed in the session and should be persisted into docs/tutorial/ as narrative-style content. Classifies by topic, finds the right file, inserts above the…

原文语言：英语