Learning & Documentation Agent Skills

Use when positioning an ACM SoCC submission against both the systems literature (OSDI, NSDI, EuroSys, ATC, SOSP, SoCC) and the…

Use when deciding what belongs in an ACM SoCC paper body versus its released artifact and appendices, covering the acmart 12-page (full)…

Use when revising an ACM SoCC paper for a cloud-scale problem an operator recognizes on the first page, a contribution at the…

Organize event footage and turn multi-speaker interviews into a reviewable social-video rough cut with semantic filenames, selective…

Optimizes academic manuscripts for the Social Sciences in China journal by aligning content with high-level theoretical frameworks and…

Evaluates manuscript alignment with the elite 'Social Sciences in China' journal by prioritizing theoretical depth and systemic impact…

Use this skill when the user provides a footage/image bank, asks which assets to use, wants a shot list or capture plan, or needs to know…

Transforms descriptive social data and variable relationships into robust sociological research questions for high-impact journal…

Translates quantitative coefficients and qualitative field data into coherent sociological mechanisms and processes for academic publishing.

Drafts professional abstracts and keywords for Sociological Studies (《社会学研究》) following strict journal norms and mechanism-focused…

Refines academic manuscripts to meet the specific sociological rigor and stylistic standards of the prestigious Sociological Studies…

Refines academic manuscripts for publication in 《社会学研究》 (Sociological Studies) by emphasizing theoretical dialogue and sociological…

Analyzes events through sociological lens using social structures, institutions, stratification, culture, norms, collective behavior, and…

Generate a Socratic questioning sequence that develops conceptual understanding through guided inquiry.

Socratic "reverse questioning" method: instead of being an answer machine, the AI flips the script and leads the conversation with a…

A pedagogical aid that uses the Socratic method to guide users to answers through questioning, rather than providing direct solutions, to…

Use when stress-testing the reasoning of a Sociological Theory (ST) manuscript — turning stated propositions into a valid, warranted…

Use when specifying the scope, domain, and limits of a Sociological Theory (ST) manuscript's theory — stating where it holds, where it…

Use when locating a Sociological Theory (ST) manuscript in a tradition and conversation — naming whose theory you extend, challenge, or…

Use when building the actual theory for a Sociological Theory (ST) manuscript — turning a positioned problem into defined concepts…

Use when deciding whether an idea is a genuine theoretical problem and a fit for Sociological Theory (ST) rather than an empirical study…