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Contributing to Self Evolve

Self Evolve is a structured index and analysis site for self-evolving agents, agent evolution, code self-improvement, agentic memory, benchmarks, papers, and production systems.

What to Contribute

  • New projects: GitHub repository, official docs, demo, benchmark, or product.
  • New papers: arXiv, DOI, conference page, code release, or reproducibility note.
  • Better analysis: taxonomy corrections, mechanism summaries, benchmark notes, failure modes, evidence quality, or implementation details.
  • Knowledge graph edges: meaningful relationships between projects, papers, concepts, benchmarks, and organizations.

Minimum Metadata

For a project entry, include:

  • name
  • url
  • repo or official source
  • category
  • description
  • stars or another impact signal when available
  • license when available
  • content_timestamp
  • evidence_source
  • tags that explain the self-evolution mechanism

For a paper entry, include:

  • title
  • url
  • arxiv or DOI when available
  • year
  • mechanism
  • benchmark
  • main claim
  • evidence strength

Public Data Rule

Do not submit private data, API keys, copied paywalled content, or full scraped articles. Prefer links, short factual metadata, and original summaries.

Review Standard

Good entries answer three questions:

  1. What evolves?
  2. What feedback signal drives the evolution?
  3. How is improvement verified without hiding regressions?