spectra-ask
Query openspec documents and answer questions based on spec content
Browse reusable Agent Skills, each with a clear purpose and practical guidance.
Query openspec documents and answer questions based on spec content
Create, edit, or plan figures in Stencila Markdown — simple image figures, executable code figures, multi-panel subfigure layouts with grid arrangements, and SVG annotation overlays using overlay components. Use when asked to add or revise a figure, chart, plot, caption, subfigure grid, panel layout, overlay annotation, callout, scale bar, arrow, region-of-interest highlight, or figure design plan for a Stencila document.
Critically review an existing or proposed Stencila figure artifact for structural correctness, caption quality, layout, overlay annotation safety, cross-references, measurement validity, and approval readiness. Use when asked to review, critique, assess, audit, validate, or improve a figure block, multi-panel figure, subfigure grid, executable chart figure, caption, SVG overlay, ROI annotation, scale bar, panel labeling, or figure plan.
Annotate Markdown documents with MIRA research objects and source-local relations. Use for md, smd, qmd, and myst files when identifying claims, evidence, questions, protocols, requests, typed claims, and relation attributes while preserving the original Markdown flavor and author wording. Not for general copyediting, prose rewriting, or extracting a separate knowledge graph without annotating the source.
Review MIRA annotations in Markdown documents for semantic correctness, Markdown dialect validity, preservation, and relation integrity. Use for md, smd, qmd, and myst files containing research objects such as claims, evidence, questions, protocols, requests, typed claims, ids, and relations. Produces actionable findings without modifying files by default.
Display and manipulate PDF documents using PDFKit. Use when embedding PDFView to show PDF files, creating or modifying PDFDocument instances, adding annotations (highlights, notes, signature widgets), extracting text with PDFSelection, navigating pages, generating thumbnails, filling PDF forms, or wrapping PDFView in SwiftUI.
Audit CCF paper integrity: claim-support alignment, result-to-claim consistency, numeric consistency, terminology consistency, figure/table-to-text consistency, existing citation existence, BibTeX metadata, and citation-context support. Use for evidence audit, citation audit, consistency check, 引用核验, claim审计, 数字一致性. Do not perform full scientific review or broad literature search.
Review CCF/target-venue manuscripts end to end: scientific novelty, soundness, evidence, simulated reviewers, AC/meta-review, score risk, writing logic, paragraph clarity, LaTeX/format presentation, and reviewer-facing revision actions. Use for paper review, scientific review, writing review, format review, 审稿, 模拟审稿, 论文评分, 写作评审, 逐段评审, LaTeX检查. Do not rewrite the manuscript as the main task and do not write rebuttals.
Convert user-provided conference paper PDFs into distilled writing exemplar cards for the ccf-paper-writer skill. Extracts full text, analyzes writing patterns by venue, and produces ready-to-use exemplar cards with story patterns, abstract/introduction/method/evidence moves, and citation-style analysis. Use when the user wants to add custom writing exemplars, convert favorite papers into reusable writing templates, or build a personal exemplar library for a target venue.
Check CCF conference submission readiness: venue LaTeX/template/page/anonymity/camera-ready rules, LaTeX/PDF build, metadata, fonts, supplementary files, artifact/reproducibility package, code/data/model release plan, licenses, seeds, and policy freshness. Use for submission check, venue format, NeurIPS/CVPR/ICML template/page limit, artifact package, 投稿检查, 会议格式. Do not polish manuscript content.