sage

Use this skill for seismic phase picking, earthquake monitoring, Pg/Sg/Pn/Sn detection, P/S arrival picking, continuous waveform scanning, SeismicX-Cont/publish_mini-style HDF5 datasets, pnsn deep-learning pickers, PhaseNet/EQTransformer/RNN/LPPN pickers, picker benchmarking, annotation plotting, and downstream phase association with FastLink, REAL, or GaMMA. Trigger when the user asks to detect phases, pick arrivals, monitor earthquakes, process continuous SAC/MSEED/SEED/HDF5 waveforms, evaluate picker recall/precision, draw labeled waveform panels, associate picks into earthquake events, or autonomously write/debug custom Python picking code with component grouping, preprocessing, TorchScript inference, pick tables, figures, mini-tests, and self-check output.

Use this skill for SeismicX-Cont/publish_mini continuous waveform dataset building, HDF5/SQLite dataloaders, picker benchmarking, phase-pick recall/statistics, REAL phase association, and continuous earthquake detection workflows.

Use GMT / Generic Mapping Tools for publication-style geoscience maps, topography, coastlines, focal mechanisms, cross-sections, and shell-based GMT plotting. Choose this skill whenever the user explicitly says GMT.

Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.

12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見.

Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.

Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.

Use Cartopy and Matplotlib for Python-based geographic maps when the user asks for general map plotting or explicitly asks for Cartopy/Matplotlib. Do not choose this skill when the user explicitly asks for GMT.

Publication-ready matplotlib figures for Nature/high-impact journals and academic papers. Covers bar charts, grouped bars, heatmaps, line/trend plots, forest plots, microscopy-style image panels, schematic + quantitative composites, radar plots, and multi-panel layouts with Nature-style typography (Arial/sans-serif), restrained color systems, and SVG/PDF export conventions. Use when creating scientific figures that must match Nature publication standards. Do NOT use for interactive dashboards (Plotly, Bokeh) or Illustrator/Figma-first infographic workflows.

Polish, restructure, or translate academic prose into Nature-leaning English using the paper-architecture and writing-strategy principles from Scientific English Writing & Communication, with phrase-level support from Academic Phrasebank. Use whenever the user asks to polish a manuscript paragraph, abstract, introduction, results, discussion, conclusion, title, methods section, or Chinese academic draft for publication-quality English.