# SKLD Research

Problem, prior art, methodology, evaluation, findings, and open questions for evolutionary breeding of Claude Agent Skills.

## Narrative

- [Problem & Thesis](https://skld.run/research/narrative/00-problem-and-thesis.md)
- [SKLD — Prior Art & Influences](https://skld.run/research/narrative/01-prior-art.md)
- [Methodology](https://skld.run/research/narrative/02-methodology.md)
- [The Scientific-Rigor Arc](https://skld.run/research/narrative/03-rigor-arc.md)
- [Evaluation](https://skld.run/research/narrative/04-evaluation.md)
- [Findings Summary](https://skld.run/research/narrative/05-findings-summary.md)
- [Open Questions](https://skld.run/research/narrative/06-open-questions.md)

## Audits

- [Ten BEAM VM skill families that LLMs get wrong](https://skld.run/research/audits/beam-vm-skill-families-llm-gaps.md)
- [Building an Elixir skill package for Claude Code](https://skld.run/research/audits/building-elixir-skill-package.md)
- [Elixir skill family audit: 34 new candidates across the ecosystem](https://skld.run/research/audits/elixir-family-candidates-audit.md)
- [Elixir LLM Pain Points — Research Report](https://skld.run/research/audits/elixir-llm-pain-points.md)
- [Elixir & BEAM Skill Families — Full Ranked Roster (66 families)](https://skld.run/research/audits/elixir-skill-families-ranked.md)