claude

research-pipeline

End-to-end academic research pipeline: literature discovery, citation verification, thematic synthesis, and perspective-driven content generation. AutoResearchClaw-inspired.

0 on GitHubby MoxyWolf LLCv0.3.0updated todayresearch
/

Plugin research-pipeline from marketplace moxywolf-plugins in MoxyWolfLLC/moxywolf-plugins. Commands read from the repo's manifest — today.

What it installs

Skills (7)

  • citation-verifier

    Four-layer citation verification system inspired by AutoResearchClaw. Validates references against CrossRef, DataCite, arXiv, and Semantic Scholar APIs, then runs semantic matching and LLM relevance scoring. Catches hallucinated or broken references before they reach published content. Use this skil

  • content-writer

    Write research-backed articles using Sorkin's Desire-Obstacle-Battle narrative framework, MoxyWolf brand voice, and voice injection interview. The final stage of the research pipeline — transforms a verified, synthesized research library into publication-ready content. Use this skill whenever the us

  • import-bibtex

    Full BibTeX import and abstract enrichment pipeline running entirely in Cowork. Parses BibTeX files, creates research libraries, enriches missing abstracts via OpenRouter/Gemini, deduplicates, and inserts structured citations into Supabase. Use this skill whenever the user says "import my BibTeX," "

  • literature-discovery

    Multi-source literature discovery across academic and non-academic sources. Can be the FIRST step in a research project — give it a topic and it creates the library from scratch. Searches OpenAlex, Semantic Scholar, arXiv, and the general web (blogs, whitepapers, NIST docs, vendor publications, indu

  • research-evaluator

    Measure whether a finished research article is actually supported by the sources it cites. Extracts every load-bearing claim, resolves each to the citation it leans on, and grades the claim against what that source really says — producing a grounding rate, an unsupported-claim list, source coverage,

  • research-pipeline

    Orchestrates the full research pipeline from topic to published article. Everything runs in Cowork — no external tools required. The natural starting point is a topic, not a file. Coordinates literature-discovery, citation-verifier, research-synthesizer, and content-writer skills. Manages the unifie

  • research-synthesizer

    Interactive research synthesis. Pages through a Supabase vector store of enriched abstracts, builds Mermaid thematic tree diagrams, and walks the user through a perspective architect flow (writing angle, target market, sub-themes). Persists all outputs to Google Drive and Supabase. Use this skill wh

Slash commands (7)

  • /research-pipeline:discover-literature

    Search for sources on a topic using multi-model swarm + academic APIs

  • /research-pipeline:import-bibtex

    Import a BibTeX file into the research pipeline

  • /research-pipeline:research-eval

    Grade a finished article's claims against the sources it cites — grounding rate, overstated claims, source coverage, run cost

  • /research-pipeline:research-status

    Show the current state of a research library

  • /research-pipeline:synthesize-research

    Build thematic maps and writing perspectives from your library

  • /research-pipeline:verify-citations

    Run 4-layer citation verification on a research library

  • /research-pipeline:write-article

    Write a research-backed article using Sorkin DOB narrative + MoxyWolf voice

View source on GitHub

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End-to-end academic content pipeline: BibTeX theme mapping, perspective and voice capture, Academia.edu formatting, structure planning, iterative drafting, bibliography generation, and a 10-phase professor critique. Voice-first — voice and formatting are fixed before drafting, not retrofitted.

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