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literature-review-agent

Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018).

Skill by rcrede

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/rcrede-literature-review-agent

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the literature search strategy from outline.json — discover candidate papers via web search, verify them through Semantic Scholar (Levenshtein > 70 fuzzy title match, temporal cutoff, dedup by paperId), cross-corroborate against Crossref + OpenAlex to flag hallucinated citations, build a BibTeX file, and draft Introduction + Related Work using ≥90% of the verified pool. Runs in parallel with the plotting-agent. TRIGGER when the orchestrator delegates Step 3 or when the user asks to "find citations for my paper", "draft the related work", or "build the bibliography".

Use cases: data, research, agent-building

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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/literature-review-agent

What's inside

Skill name
literature-review-agent
Description
Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). Execute the literature search strategy from outline.json — discover candidate papers via web search, verify them through Semantic Scholar (Levenshtein > 70 fuzzy title match, temporal cutoff, dedup by paperId), cross-corroborate against Crossref + OpenAlex to flag hallucinated citations, build a BibTeX file, and draft Introduction + Related Work using ≥90% of the verified pool. Runs in parallel with the plotting-agent. TRIGGER when the orchestrator delegates Step 3 or when the user asks to "find citations for my paper", "draft the related work", or "build the bibliography".
License
unknown
Instructions
427 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (22)

  • SKILL.md
  • citation-density-rule.md · references/
  • cross-index-verification.md · references/
  • discovery-pipeline.md · references/
  • exa-search-cookbook.md · references/
  • prompt.md · references/
  • s2-api-cookbook.md · references/
  • verification-rules.md · references/
  • bibtex_format.py · scripts/
  • check_cutoff.py · scripts/
  • citation_coverage.py · scripts/
  • cross_verify.py · scripts/
  • crossref_client.py · scripts/
  • dedupe_by_id.py · scripts/
  • exa_search.py · scripts/
  • levenshtein_match.py · scripts/
  • openalex_client.py · scripts/
  • pre_dedup_candidates.py · scripts/
  • s2_cache.py · scripts/
  • s2_search.py · scripts/
  • sync_keys.py · scripts/
  • validate_pool.py · scripts/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

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Last commit (this folder)
Aug 18, 2026 (2 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/rcrede/antigravity-config
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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Cite this page

literature-review-agent skill. Agent Mart. https://agentmart.dev/skills/rcrede-literature-review-agent (last updated 2026-10-24)