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Ian-Tseng

@ian-tseng source repo

3 published skills

  1. ▌
    Analyze Project Claims · ian-tseng bundle
    Analyze a project as a connected system of objectives, claims, assumptions, evidence, counterevidence, dependencies, risks, lifecycle states, and decisions. Use when assessing project health or direction; checking inconsistencies; interpreting a product-lifecycle verification receipt or bounded skill-quality receipt; auditing research evidence, experiment status, completion markers, paper-table eligibility, RAG transition artifacts, leakage, split integrity, manifest consumption, or claim boundaries; deciding whether to continue, validate, redesign, pause, or stop; or repairing active claims without rewriting historical evidence.
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    Audit Method Data Flow · ian-tseng bundle
    Audit and refine scholarly method descriptions, cross-section claim chains, reusable source-backed paper terminology contracts, and reader-facing figures, tables, and slide workflows across data, model objects, phases, transformations, state, metrics, evidence, claims, lifecycle, and provenance. Use for manuscripts, abstracts, introductions, methods, results, discussions, limitations, protocol tables, figures, captions, presentations, supplements, reviewer responses, and generated DOCX/PDF/PPTX artifacts when readers may not know what enters a flow, how a research question connects to its protocol, result, counterevidence, and boundary, where a term belongs, which dataset and model are used, what is produced, whether wording is consistent, or whether a display preserves the same scientific contract at final size; apply concise Nature/Science-style wording, whole-artifact terminology checks, run-aware word/paragraph verification, and honest native-render status reporting.
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    Audit Venue Submission · ian-tseng bundle
    Audit scholarly manuscripts and submission packages against current venue requirements, cross-section claim chains, and a canonical terminology contract. Use when checking venue format, anonymity, page or word limits, templates, declarations, author metadata, portal upload roles, DOCX/PDF/TeX output, supplements, claim continuity from research question through protocol, result, counterevidence, and boundary, cross-artifact consistency, run-aware word/paragraph alignment, terminology across prose, headings, figures, captions, tables, metadata, and generated artifacts, submission readiness, desk-rejection remediation, or venue adaptation.
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