Menu
SkillsMP has collected 54 skills from mtvrkan/scholar-kit. Open a skill to review its source and details.
Showing 40 of 54 collected skills.
Use when drafting sections or editing for clarity. Provides paragraph architecture (topic→evidence→interpretation→bridge), per-section tense discipline, hedging ladders, banned patterns, signal-word banks, and language-specific conventions (Turkish register,…
Build and audit the programme outcome ↔ course outcome ↔ assessment matrix an accreditation review asks for (MÜDEK, ABET, or an institutional review that copies them): every programme outcome served by some course, every course outcome mapped to something,…
Dispatch data-scientist to analyze your data or reproduce analysis. The agent runs Python (pandas, numpy, scipy, matplotlib, scikit-learn), produces figures/tables with reproducible scripts, and registers results as evidence cards. Gate: PROJECT.md complete.
Master multiple academic citation styles and ensure zero-drift bibliography formatting. Answers QUESTIONS about styles: how to cite a given source type, what a style requires in-text and in the reference list, and what switching between styles does or does…
Collect data yourself when no suitable dataset exists — web/API collection or a survey / human-subject study. Produces the written protocol first (purpose, legal basis, source permission, sampling, fields, minimisation, retention, consent, ethics approval,…
Use when designing comparisons, analyzing findings against literature, building argument structures, or evaluating methods — when questions arise about criteria selection (what should I compare on?), trade-off framing, fair baselines, synthesis of conflicting…
Run a fresh-context peer review simulation against your draft. Reads the manuscript without drafting history, scores it using a type-specific rubric (IMRaD, systematic review, qualitative, etc.), and returns Major/Minor issues with section references and a…
Prepare for thesis defense/viva. Generates a committee-question bank organized by chapter (motivation challenges, method choices, validity threats, contribution boundary, future work), answer skeletons grounded in your actual thesis claims, a 12–15 slide…
Two moments either side of publication. --preprint assembles an arXiv/SSRN/TechRxiv/OSF deposit: title and abstract against the SERVER's own limits, the licence/category/journal-policy/version/co-author decisions recorded rather than guessed, and the preprint…
Generate an AI-use disclosure, CRediT authorship statement, and/or funding statement for the manuscript — the boilerplate sections most journals now require at submission. Triggers on: 'AI disclosure', 'author contributions', 'CRediT statement', 'funding…
Produce the Data Management Plan a funder asks for (Horizon Europe, TÜBİTAK, an institutional policy) — derived from this project's dataset and run registers rather than filled into a downloaded template. Reports FAIR letter by letter with the record that…
DOCX output & Word template compliance. Pandoc markdown → Word pipeline with CSL citation rendering, --reference-doc style mapping (Heading 1-4, Body Text, Block Text, Caption, Table styles); how template-profile.md constraints the build (TEMPLATE SUPREMACY…
Compute a promotion / doçentlik / atama dossier's points table from a publication export you supply and a criteria table you fill from ÜAK's or your university's own published document — and re-verify every publication's index claim against the venue cache,…
Draft a single section by loading outline slice, querying section's evidence cards, drafting in main session, running style-auditor, and applying safe fixes. Gate: outline must be approved.
Produce the ethics committee application and the informed consent form for a study that collects data from people or about them — mapped to YOUR board's own form fields, with the consent text checked against the collection plan's actual field list. Use when…
Create structured evidence cards from research sources for zero-fabrication citation discipline. Use when extracting claims, findings, methods, definitions, statistics, or quotes from academic papers — converts source material into queryable cards bound to…
Build an exam or quiz from the course's own learning outcomes and check the coverage: every outcome measured by at least one question, no question serving an outcome the syllabus does not have, points summing to the declared total, and the Bloom distribution…
Run the experiment behind an empirical paper and record it: design with methodology-advisor (baselines, splits, metrics, seeds, ablations), build the run matrix, execute through data-scientist, and write one record per run to analysis/runs.jsonl — dataset id,…
Export literature registry, screening decisions, extracted data, PRISMA counts, search queries, and the detailed SLR sheet to a styled Excel workbook. Specify which sheet(s) to include: screening, extraction, synthesis matrix, venue quality checklist, prisma…
Find data for a research question that has none yet. Dispatches dataset-scout across HuggingFace, Kaggle, OpenML, UCI, Zenodo, PhysioNet, Dataverse and Turkish sources (TÜİK, Açık Veri Portalı, TR Dizin), reads each candidate's own licence and citation page…
Produce a thesis's front matter and check it: inner cover, approval page, ethics declaration, acknowledgements, Özet and Abstract with matching keyword lists, table of contents, list of tables, list of figures, abbreviations — in the order YÖK and your…
Import an existing reference library (Zotero, Mendeley, EndNote, or a .bib from an earlier paper) into the project's source register — without importing its bibliographic claims. The export is treated as a list of DOIs and a screening worksheet: DOI-bearing…
Bring a manuscript that already exists — a .docx from a supervisor, a LaTeX chapter, a PDF of last year's submission — into the project so the kit's own machinery applies to it. Converts and splits it into section files, reads its reference list as a list of…
Register a journal or institute template (.docx reference document or .cls/.sty LaTeX file) as the formatting authority for your project. Analyzes the template structure (styles, margins, heading hierarchy, captions), extracts rules into…
Look up ONE named journal/venue (by name or ISSN) and report its index status: WoS/Scopus/TR Dizin/DOAJ, quartile, SJR, predatory flag. Use when a SPECIFIC journal is named ('is X a good journal', 'check ISSN Y'). Called with --fit and NO venue name, instead…
LaTeX thesis compilation & troubleshooting. Turkish + English preamble setup (memoir/report class, babel/polyglossia, fontspec); biblatex + biber config; TikZ/pgfplots example plots; float/caption discipline; cleveref cross-refs; 20 common LaTeX errors +…
EXECUTE a literature review now ('literatür taraması yap', 'run a review'): dispatch literature-scout to search and screen, collect user approval, loop source-analyst over approved sources, run synthesis, and optionally generate PRISMA flow diagram.…
Literature-review METHODOLOGY knowledge: how to design search strategies, frame RQs (PICO/PEO/SPIDER), choose databases, set inclusion criteria, screen in two stages, snowball, and synthesize. Use for HOW-TO/conceptual questions about reviewing. To actually…
Read what a co-author or supervisor changed in the file they sent back — a tracked-changes .docx, a revised .tex, a returned .md — as a structured report rather than a wall of coloured text: which sections moved, which citation keys were added or removed,…
Use when reading ML/DL/NLP/CV/signal-processing papers or designing experiments — when questions arise about architecture extraction, dataset splits, baselines, metric selection (which metric for my task?), multi-seed results reporting, ablation-study design,…
Initialize a new research project by copying the template, then run an interactive wizard to fill PROJECT.md with conversation language, topic, research questions, paper/thesis type, target venue, citation style, output language, search languages, word…
Build a structured outline by querying evidence cards, binding each heading to RQs and supporting card IDs, checking RQ coverage, and requesting user approval. Gate: sufficient cards exist (empirical ≥15, review ≥30, thesis ≥40).
Use when selecting or learning about paper types. Given research questions or a study design, identifies the matching paper type (11 types: IMRaD empirical, systematic/meta-analysis, narrative review, scoping review, qualitative, case report, RCT report,…
Write and timestamp a preregistration before the data is analysed: hypotheses stated as directional predictions, the design, the sampling and stopping rule, the analysis plan with the exact tests, what counts as a confirmation and what would falsify it, and…
Turn a finished manuscript into the things it has to become afterwards: a conference talk with its slide plan and timing, an academic poster laid out for the reading distance, a plain-language summary for a lay or funder audience, and a graphical-abstract…
Write the progress (gelişme) or final (sonuç) report a funder requires for a running project: planned work packages and deliverables against what actually happened, with the actual side derived from this project's own run, dataset and source registers.…
Write a research funding proposal — TÜBİTAK ARDEB/1001/1002/3501, a university BAP, Horizon Europe, COST — with the parts a reviewer checks mechanically actually checked: every objective bound to a work package, every work package to a deliverable inside the…
Assemble the deposit-ready replication package a journal asks for — code, figures, tables, the dataset and run registers, an environment file, a checksum manifest and a generated README — from records this project already holds. Data that must not be…
Use when finalizing a draft or running /submit-check. Selects the matching reporting guideline (CONSORT for RCTs, STROBE for observational, PRISMA-ScR for scoping reviews, CARE for case reports, COREQ/SRQR for qualitative) and runs its checklist. Each…
Work through a REAL journal decision letter — the editor's e-mail with two or three reviewers and their numbered comments — rather than the kit's own simulated critique. Parses the letter into structured comments, plans an edit or a reasoned refusal for each,…