Fix broken citations, duplicates, and bad metadata before submission
Zotero freezes on "updating document." Mendeley duplicates everything with track changes on. Your citations are wrong because metadata fields are missing. This recipe diagnoses the problem, stabilizes the document, and produces a submission-ready citation QA pass.
Create a skill called "Citation Workflow Doctor". Ask for: - Reference manager: Zotero / Mendeley / EndNote / other (if other: unspecified) - Writing tool: Word / Google Docs / LaTeX / other - Symptom: duplication, freezing, slowdowns, wrong output, library problems - Deadline urgency: hours/days/weeks (if unspecified, assume moderate urgency) Output: 1) Immediate triage steps (lowest-risk first). 2) Metadata hygiene checklist (what fields to verify, typical failure patterns). 3) A recovery plan to produce a stable "submission-ready" document. 4) A prevention plan (backup/export schedule, safe editing rules). Rules: - Prefer reversible steps first. - Never suggest deleting a library without export/backup steps.
Citation workflows break at the worst possible time. This recipe focuses on three things:
recovering the document, preventing re-breakage, and cleaning reference metadata
so formatting is correct.
Make your PDF library usable for writing and citation recall
You have "organized" folders and notes, but pulling everything together for writing still takes days. This recipe converts scattered paper notes into a synthesis-ready document — themes, key claims, and where each citation supports your argument.
Start writing today with an outline that becomes a draft
You have ideas and papers but no structure and no momentum. This recipe produces a section-by-section skeleton, then runs short drafting sprints to turn it into a rough draft you can actually send to your advisor.
Turn finished projects into polished portfolio pieces without the 10-hour writing slog
Your portfolio is 3 years outdated because writing case studies takes longer than the projects themselves. This recipe takes your project files, Figma history, and a few bullet points from you, and drafts a complete case study — challenge, process, solution, results.
Wikipedia-grade AI pattern removal
Comprehensive AI writing cleanup based on Wikipedia's WikiProject AI Cleanup guidelines. Catches 24+ distinct patterns including inflated symbolism, em dash overuse, rule of three, copula avoidance, and sycophantic tone.