r2ascension/skill_repo/ai-research-skills

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Router for modern AI research workflows including model architecture, fine-tuning, evaluation, agents, RAG, observability, multimodal systems, and ML-paper writing. Trigger when the user is doing contemporary AI or LLM research work and needs a specialized sub-skill rather than a generic coding helper.

Install

npx vskill@latest install r2ascension/skill_repo/ai-research-skills

SKILL.md

AI-Research-SKILLs

Use this collection router when:

  • the task is about LLMs, model training, fine-tuning, evaluation, agents, RAG, AI infrastructure, or ML paper writing
  • the user names this collection or asks for an AI-research skill pack

Routing guidance:

  • Route to the most specific child skill under the numbered folders, such as fine-tuning, evaluation, agents, or ML paper writing.
  • Prefer 20-ml-paper-writing/ml-paper-writing over generic paper-writing skills when the deliverable targets ML or AI venues.

Merge and precedence notes:

  • This collection is a specialist AI pack; do not treat it as a generic academic-writing alias.

Examples in this collection:

  • AI-Research-SKILLs/03-fine-tuning/axolotl
  • AI-Research-SKILLs/11-evaluation/lm-evaluation-harness
  • AI-Research-SKILLs/20-ml-paper-writing/ml-paper-writing

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

See the full security report

Quality evaluation

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