Skill UI

Base Refly ecosystem skill that routes user intents to domain-specific skills, runs workflows via the CLI, and automates multi-step tasks or pipelines by delegating execution to the Refly backend while providing CLI-specific triggers and commands.

This advanced orchestrator manages complex internal business workflows, covering process mapping, vendor management, capacity planning, and procurement optimization. It acts as a central router, classifying multi-signal inquiries and delegating tasks to specialized sub-skills (e.g., knowledge-ops, vendor-management). It follows a structured, depth-first workflow and returns actionable, digested reports anchored in documentation and next steps.

An orchestrator that routes multi-skill workflows within the CrossFrame suite, coordinating structural diagnosis, essay generation, and quality reviews.

This tool serves as an orchestrator for manuscripts submitted to the Annals of the AAG. It guides authors through the complex submission process by helping define the appropriate academic area (e.g., Human Geography, Physical Geography), the article format (Article, Commentary), and the sequential developmental stages—from topic selection and theory building to data analysis and final submission. It ensures the work is framed legitimately as *geography*.

This tool acts as an orchestrator for academic manuscripts intended for the American Educational Research Journal (AERJ). It guides users through the entire writing lifecycle, determining the correct next step based on the current development stage and the paper's dominant education-research lens (e.g., policy, teaching, development). It is designed to ensure the contribution is pitched to the whole field, not just a subfield.

This skill acts as the primary orchestrator for any American Historical Review (AHR) manuscript. It guides users through the entire academic writing lifecycle, determining the next necessary step based on the project stage. From developing a significant historical question and gathering primary sources to structuring the argument, refining prose, and managing citations, it ensures the focus remains on deep historiographical evidence and interpretation.

This tool serves as the central entry point and orchestrator for drafting an American Political Science Review (APSR) manuscript. It guides authors through the complex academic publishing lifecycle by determining the paper's specific track (e.g., Regular Article, Synthesis, Registered Report) and its current developmental stage (e.g., Idea, Theory, Data Analysis). It does not draft content; rather, it routes the user to the most relevant sub-skill for the next step in the writing process.

This workflow router serves as the central orchestrator for academic articles submitted to art history journals. It guides authors through the complex, multi-stage publishing lifecycle, from initial topic selection and scholarly positioning to visual analysis, evidence gathering, and final submission. Crucially, it proactively manages the often-overlooked and time-consuming process of image rights and permissions, ensuring authors do not delay this critical step until the end.

This skill serves as the central orchestrator for Communication Research (CR) manuscripts. It guides users through the entire academic publishing lifecycle, assessing whether a manuscript is quantitative, theory-driven, and methodologically sound. It routes the user to the appropriate specialized sub-skill (e.g., design, analysis, theory-building) based on the study type (experiment, survey, content analysis) and the current stage of the research process.

This tool acts as an orchestrator for academic manuscripts submitted to Conservation Biology. It guides authors through the entire scientific writing lifecycle, helping them determine the appropriate article type (e.g., Review, Essay, Contributed Paper) and the necessary sequence of sub-skills (from study design to data analysis and relevance checks). It ensures the final work has direct, transferable implications for the conservation of biological diversity.

This comprehensive orchestrator guides authors through the entire manuscript lifecycle for Comparative Political Studies (CPS). It is designed to ensure that the paper maintains a genuinely comparative argument—across countries, regions, or time—at every stage, routing the user to the correct next skill (e.g., theory building, research design, data analysis). It does not generate content; it directs the scholarly workflow.

This tool serves as the central orchestrator for Criminology manuscripts. It guides researchers through the entire academic lifecycle, from initial idea generation to final submission and rebuttal. It ensures the manuscript makes a theoretical or measurement contribution, rather than just reporting a correlation, by routing the user to the appropriate specialized skill based on the paper's stage and conceptual gap.