Literature review agent
An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.From the repository description
npx -y skills add Ar9av/PaperOrchestra --skill literature-review-agentAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
What ships with it: 21 files
104.0 KB alongside SKILL.md, 14 of them executable
references/
- citation-density-rule.md2.8 KB
- cross-index-verification.md4.4 KB
- discovery-pipeline.md4.8 KB
- exa-search-cookbook.md9.1 KB
- prompt.md3.2 KB
- s2-api-cookbook.md4.1 KB
- verification-rules.md5.4 KB
scripts/
- bibtex_format.pyruns5.2 KB
- check_cutoff.pyruns2.2 KB
- citation_coverage.pyruns3.1 KB
- crossref_client.pyruns6.0 KB
- cross_verify.pyruns12.3 KB
- dedupe_by_id.pyruns3.1 KB
- exa_search.pyruns5.9 KB
- levenshtein_match.pyruns2.1 KB
- openalex_client.pyruns6.0 KB
- pre_dedup_candidates.pyruns4.9 KB
- s2_cache.pyruns3.5 KB
- s2_search.pyruns7.0 KB
- sync_keys.pyruns4.0 KB
- validate_pool.pyruns4.8 KB