Geolocalisation
Build a spatial map of a literature-review corpus from a BibTeX file. Extracts each paper's study / case-study location automatically (per-DOI Scopus abstract + title + keywords, matched against an offline Natural Earth gazetteer), writes a reviewable draft table with a confidence column, lets a human curate or override it, then renders the corpus as CSV, KML (Google My Maps), GeoJSON (QGIS/Leafl…
Scholar Evaluation
Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers, evaluating literature reviews, scoring research methodologies, analyzing scientific writing quality, or applying structured evaluation criteria to academic work. Provides comprehensive assessment across multiple dimensions including proble…
Loop Engineer
Budget-bounded develop-and-improve loop: design, plan, code, comment, test, review, score, and correct in a loop until a composite quality gate is met or a hard budget/iteration/no-progress stop is hit. Keeps the best cloud model (Fable 5) as orchestrator and judge, uses cheaper cloud tiers (Opus to plan, Sonnet to execute and review) for the actions, and delegates code and comments to the local-…
Deliberation
Two-round multi-model deliberation panel: Gemini and GitHub Copilot debate a near-final draft (via deliberate.py), enriched with Consensus and optional Scopus.AI evidence, after which Claude arbitrates per the canonical protocol, validates new references against Scopus, and writes a Deliberation Log. Used as the standardized Deliberation step inside the academic auditor and researcher agents (sco…
Drawio2tikz
Convert one sheet of a .drawio file into a coordinate-exact TikZ fragment for embedding in LaTeX. Use when the user asks to turn a draw.io diagram/figure into TikZ, when a LaTeX figure must reproduce a draw.io sheet exactly (mechanical drawings, flowcharts, module layouts), or for /drawio2tikz. Drives scripts/drawio2tikz.py (absolute coordinates, group-offset resolution, edge anchoring to shape p…
Extract Futureworks
Future-works analysis skill with two modes. Mode audit: review one manuscript's own future-works / conclusion / limitations section (.tex/.md) — presence, testability, link to a stated limitation, and novelty against the literature — and emit flagged findings for the host agent's plan. Mode mine: extract the stated future works / open problems of a corpus from full text (download via download_pdf…
Word2latex
Convert a Word .docx template (Mitacs, CRSNG, FRQNT, UQAC, partner forms) into a faithful LaTeX source. Use when the user asks to translate a Word gabarit to LaTeX, when a generated .tex must match a .docx visually, or for /word2latex. Drives pandoc + applies the standard patch sequence (Arial, full-grid tables, centered sections, landscape geometry, first-page banner). Delegates the actual patch…
Scientific Writing
Core skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process: (1) create section outlines with key points using research-lookup, (2) convert to flowing prose. IMRAD structure, citations (IEEE/APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submission…
Extract Statistic
Statistical analysis skill with two modes. Mode audit: review the statistics of one manuscript (.tex/.md) — test selection, assumptions, effect size, presentation, and cross-validation between text, tables, and figures — and emit flagged findings for the host agent's plan. Mode mine: extract the reported statistics from the full-text PDFs of a corpus (download via download_pdf.py, parse via extra…
Scopus
Use this skill to search Scopus for academic references, validate existing references, or produce literature reviews. Trigger on: /scopus, mentions of Scopus search, reference validation requests, finding papers on a topic.