
Citation operations skill for DOI/arXiv metadata normalization, BibTeX curation, duplicate cleanup, and reference consistency checks. Use when managing reference quality and bibliography integrity for papers and reports.
Comprehensive cross-domain research synthesis skill focused on broad background gathering, multi-source summaries, and citation-organized overviews. Use for general topic research and perspective mapping, not for implementation-level method selection.
Collaborative technical writing workflow for specs, architecture notes, and research manuscripts. Use when drafting or revising structured documents that require clear audience targeting, iterative refinement, and consistency checks.
以 append-only 方式向执行台账追加记录,默认不回读历史正文,降低上下文污染。关键词:执行记录、台账追加、append-only、batch、不回读上下文。
Julia 1.10+ engineering guidance for scientific/numerical code, performance optimization, multiple dispatch design, and package-quality implementation. Use when tasks involve Julia code structure, type stability, profiling, testing, or refactoring in computational backends.
Workflows for using the local mcp-inspire MCP server in VS Code (INSPIRE search, sorting, arXiv PDF download, and handoff to PDF utilities).
Academic and technical writing style guidance focused on clarity, rigor, and human-like narrative flow. Use when drafting papers, polishing manuscripts, rewriting AI-like prose, or improving argument coherence and citation-aware structure.
Archive docs/dev/active markdown tasks into docs/dev/archived with required metadata frontmatter, using scripts/dev/archive_docs.jl and validating format compliance.
为 Julia_RelaxTime 编写或更新 API 文档时使用。适用于按三层视图组织 API 文档:面向用户入口、职责核心、导出 API 全集;并要求导出 API 全集必须通过脚本自动生成而不是人工维护。关键词:API 文档、导出函数、公共接口、职责核心、导出 API 全集、docs/api。
管理数值基线回归的全流程规范(基线生成、存储、测试校验、CI门禁与变更准入),适用于固定点/采样点回归、防止版本更新引入数值漂移。关键词:baseline, regression, fixed points, rtol, atol, smoke, nightly, PNJL, transport
从零设计开发文档(需求文档/技术方案/实施任务单)并输出可勾选结构。适用于新功能立项、重构规划、研究任务分解。关键词:开发文档设计、任务单、DoD、里程碑、验收标准、MVP。
Structured multi-database literature review workflow for academic synthesis with reproducible search logs and thematic evidence mapping. Use when you need rigorous review methodology (scope, screening, synthesis), not general brainstorming.
当用户要求按开发文档或任务单连续落地实现时使用。适用于“按文档推进”“按计划执行”“根据任务单落地”“执行文档下一步”“继续推进”“做下一个任务”“按文档自动落地,做完汇报”“不要中间打断,除非卡住或跑偏”“启动 doc-implementation”“使用主线对齐 Skill”。会优先定位 docs/dev/active 下的活动开发文档,按顺序实现、验证、更新状态,并在完成后一次性汇总。
Prefer semantic symbol tools for precise navigation and refactoring. Use vscode_listCodeUsages and vscode_renameSymbol instead of grep-style text search when changing code symbols.
OpenAlex-focused scholarly retrieval skill for work/author/institution queries, citation trend snapshots, and topic-level evidence discovery. Use when you need structured literature discovery and bibliometric signals from OpenAlex.
Structured technical/theoretical research workflow for method selection, model comparison, and implementation-oriented conclusions with validation plans. Use when decisions must map literature evidence to concrete engineering or computational next steps.