全部能力

精通学术研究与 LaTeX 论文撰写，支持 IEEE/APA 引用格式。可撰写同行评审研究论文、文献综述及学位论文…

Executes all test suites and reports results with coverage. Use when verifying that test infrastructure works after bootstrap.

Revise papers based on reviewer feedback. Map reviewer concerns to specific sections, apply targeted edits, run additional experiments if needed, and verify…

Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate…

Migration workflow - research → analyze → plan → implement → review

This skills helps agents to review and polish research papers written in LaTeX, focusing on writing clarity, grammar, LaTeX best practices, and document…

Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues,…

Discovers growth opportunities using Traffic-First KILL funnel. Use when searching for next product direction with validated demand.

Design experiment plans with progressive stages — initial implementation, baseline tuning, creative research, and ablation studies. Plan baselines, datasets,…

Assess research idea novelty through systematic literature search. Multi-round search-evaluate loops with harsh critic persona. Binary novel/not-novel decision…

Design research plans and paper architectures. Given a research topic or idea, generate structured plans with methodology outlines, paper structure,…

Use when auditing the test surface through the evaluation platform with mandatory research, coordinated test audit workers, and structured summaries.

Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement. Uses Gemini 3.1 Pro Preview for quality review. Only…

Creates or replans 3-7 Epics from scope using Decompose-First pattern. Use when initiative needs Epic-level breakdown or Epic scope changed.

Decomposes scope into Epics, Stories, and RICE priorities. Use when user has project scope and wants full Agile breakdown.

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be…

Apply and enforce brand voice, style guide, and messaging pillars across content. Use when reviewing content for brand consistency, documenting a brand voice,…

Creates implementation, refactoring, and test tasks from templates. Use when an approved task plan needs tasks created via the configured tracker provider and…

Compares ideal plan vs existing tasks and applies KEEP/UPDATE/OBSOLETE/CREATE changes. Use when Story tasks need re-sync with updated requirements.

Creates design_guidelines.md with WCAG 2.1 compliance and design system docs. Use when project has a frontend.