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research-pipeline
End-to-end academic research pipeline: literature discovery, citation verification, thematic synthesis, and perspective-driven content generation. Combines AutoResearchClaw-inspired automation with interactive Cowork synthesis.
What's Inside
Slash Commands6
Discover Literature
/discover-literature
Search for sources on a topic using multi-model swarm + academic APIs
Import Bibtex
/import-bibtex
Import a BibTeX file into the research pipeline
Research Status
/research-status
Show the current state of a research library
Synthesize Research
/synthesize-research
Build thematic maps and writing perspectives from your library
Verify Citations
/verify-citations
Run 4-layer citation verification on a research library
Skills6
citation-verifier
/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 skill whenever the user says "verify my citations," "check my references," "validate my bibliography," "are these citations real," "citation audit," "reference check," "verify DOIs," "check for hallucinated references," or any request to validate the authenticity and relevance of academic references. Also trigger when the user mentions citation quality, broken DOIs, or reference integrity.
content-writer
/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 user says "write the article," "write a blog post," "turn this into content," "draft the post," "write from my research," "create the blog," or any request to produce written content from an existing research library with a defined perspective. Also trigger after the research-synthesizer skill completes and a perspective has been stored. This skill should always be used for STIGViewer blog content and any MoxyWolf publication.
import-bibtex
/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," "upload my bibliography," "import this into my research library," "process this BibTeX," "add these papers," "start a new research project" with an attached file, "load my references," or any request to import academic references from a BibTeX file into the research pipeline. Also trigger when a .bib file is uploaded or when the user mentions BibTeX in the context of getting started with the research pipeline.
literature-discovery
/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, industry reports). Use this skill whenever the user says "research this topic," "find papers on," "discover literature," "I want to research," "find sources about," "what's been written about," "build me a bibliography," "start researching," "find more papers," "expand my bibliography," "what am I missing," "find related work," "literature search," "fill research gaps," or any request to search for literature — academic or otherwise — on a topic. This is the recommended ENTRY POINT for new research projects. Also trigger when gap analysis results suggest missing coverage areas, or when the user gives a topic without specifying what to do with it.
research-pipeline
/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 unified Supabase schema. Use this skill whenever the user says "run the research pipeline," "process my research," "full research workflow," "start a new research project," "I want to research," "set up a new library," "research pipeline status," "what's the state of my research," or any request to orchestrate multiple research steps together. Also trigger when the user asks about the Supabase schema or scheduled research tasks.
Stats
Version0.1.0
LanguagePython
Stars0
MaintenanceGood
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