academic-research-skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Learn how to provide your own literature corpus to the ARS pipeline using the Material Passport YAML. Inject custom data for enhanced research skills.
How to Resume Interrupted ARS Pipeline Sessions Using the Material PassportResume interrupted ARS pipeline sessions seamlessly using the Material Passport. Learn how this append-only ledger maintains your progress with cryptographic reset boundaries and simple validation.
How the Material Passport Flows Through ARS Pipeline Stages: A Complete Technical GuideLearn how the Material Passport flows through ARS pipeline stages. Discover its full journey and integrity checks in this complete technical guide. Understand its role from creation to verification.
Material Passport Schema: Core Fields in Academic Research SkillsDiscover the core fields of the Material Passport schema, including origin_skill, origin_mode, and verification_status. Essential metadata for academic research artifacts.
What Is the Material Passport System in ARS? A Complete Technical GuideExplore the Material Passport system in ARS. This guide details how this metadata ledger tracks artifact provenance, verification, and audit history for Academic Research Skills. Unlock a complete technical overview.
How to Initiate a Revision Process in the ARS Pipeline: 3 Steps ExplainedLearn how to initiate a revision process in the ARS pipeline with our easy 3-step guide. Discover how to invoke slash commands and generate revised manuscripts efficiently.
How to Start the ARS Pipeline at a Specific Stage: Integrity Checking and Mid-Stream ExecutionStart the ARS pipeline at a specific stage like integrity checking using the run_codex_audit sh script and the --stage flag. Learn mid-stream execution for your academic research skills.
How to Install and Run the Full ARS Pipeline: Complete Setup GuideInstall the full ARS pipeline using the Claude Code plugin or symlink. Follow this guide to launch the 10-stage academic research workflow and streamline your publication process.
What Reports Are Generated in the PROCESS SUMMARY Stage (Stage 6) of the ARS Pipeline?Discover the five key reports generated in the PROCESS SUMMARY stage of the ARS pipeline, including bilingual records, AI reflection metrics, and collaboration quality evaluations.
What Happens in the FINALIZE Stage (Stage 5) of the ARS Pipeline?Discover the FINALIZE stage of the ARS pipeline. Learn how this critical step converts manuscripts to publication-ready formats, ensuring accuracy and preparing your work for diverse outputs like Markdown, DOCX, LaTeX, or PDF.
Final Integrity Stage (4.5) Explained: How It Differs from Pre-Review Integrity (Stage 2.5)Understand FINAL INTEGRITY stage 4.5 a mandatory post-revision audit differing from preliminary Stage 2.5. Ensure full RAISE compliance before publication.
What Is the Function of the RE-REVIEW Stage (Stage 3') in the ARS Pipeline?Understand the RE-REVIEW stage (Stage 3') in the ARS pipeline. This crucial verification step ensures author revisions address comments and catch new issues before proceeding.
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