X/Twitter marketing intelligence + AI agent — account insights, topic trends, competitor analysis, audience mapping, KOL discovery…
Transforms descriptive social data and variable relationships into robust sociological research questions for high-impact journal…
Transforms qualitative research drafts into high-standard sociological manuscripts by enforcing rigorous coding transparency and…
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…
Evaluates manuscript alignment with the journal 《社会学研究》 by distinguishing sociological mechanisms from policy evaluation.
Refines academic manuscripts for publication in 《社会学研究》 (Sociological Studies) by emphasizing theoretical dialogue and sociological…
Validates manuscript compliance for the 《社会学研究》(Sociological Studies) journal including citations, formatting, and anonymity standards.
Transforms academic literature reviews from simple variable lists into deep theoretical dialogues for top-tier sociological journals.
Socket.io rooms, namespaces, adapters, middleware, and real-time patterns.
Deep integration with socket APIs for TCP/UDP programming across platforms.
Lead philosophical inquiry through structured questioning, elicit assumptions, expose contradictions, and guide interlocutors toward…
Performs Socratic requirement reviews by asking probing QA-focused questions to uncover unstated PRD assumptions and edge cases.
Use when building the figures and typologies of a Sociological Theory (ST) manuscript — mechanism diagrams, process models, 2x2…
Use when positioning a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper in the algorithms literature — tracing bound lineages across…
Use when organizing the back matter of a SODA (ACM-SIAM Symposium on Discrete Algorithms) submission — there is no supplementary channel…
Verify code changes with repository-native checks and evidence before declaring completion.
Create and publish social-media campaigns with Sofia from Claude Code.
Transform process text, flowcharts, system maps, whiteboard sketches, or UI workflows into topology-faithful pencil-and-watercolor visual…
Guides researchers through the preparation, framing, and formatting of manuscripts for the Chinese management journal 《软科学》 (Soft Science).
Use when making architecture decisions, creating ADRs, designing system components, evaluating technology choices, or planning technical…