scholar-support

**Citation Checker & Verification Agent**: Deploys 5 parallel agents to audit every citation — cross-references, APA 7 formatting, DOI validation, claim grounding, and completeness. Detects fabricated references. Produces a structured verification report.

**Systematic Literature Review Pipeline**: End-to-end systematic review — from research question through search strategy, screening, data extraction, quality assessment, synthesis, and PRISMA 2020-compliant manuscript. Produces .docx manuscript and .xlsx review matrix.

**Academic Editor Team**: Multi-pass editorial review — five sequential editors: (1) Structural Editor for argument flow, (2) Copy Editor for clarity, (3) Voice Editor for register consistency, (4) Citation Editor for reference verification, (5) Rubric Editor for grade prediction. Produces a unified editorial report.

**Academic Essay & Literature Review Writer**: Creates structured academic essays, systematic literature reviews, scoping reviews, and research papers with PRISMA compliance, PICO frameworks, and APA 7 citations. Outputs professional .docx files.

**Citation Fixer & Correction Agent**: Companion to citation-checker. Deploys 3 parallel agents to correct reference metadata, fix APA 7 formatting, and insert [CITATION NEEDED] markers. Creates backup before editing. Produces a changelog.

**Zotero Citation Helper**: Searches a Zotero library (CSL-JSON) to find references by author, title, keyword, or year. Returns citation keys [@citekey], formats APA 7 entries, generates reference lists, and suggests citations for claims.

**Academic Project Report Writer**: Creates structured project reports with business model canvases, concept notes, and theory-integrated sections. Professional .docx output with APA 7 citations, tables, and formatting.

**Research Proposal Grader**: Evaluates research proposal drafts against a rubric. Scores seven dimensions (originality, relevance, soundness, alignment, quality, feasibility), predicts grade A-F, and gives actionable revision priorities. Adaptable to any research methods course rubric.

**Research Proposal Writer**: Creates structured 2,000-word research proposals linking an SDG to leadership and sustainability. Outputs professional .docx files with APA 7 citations. Five required sections: background, previous studies, methods with qualitative and quantitative RQs, practical contribution, and references.