sonkd
Userdesign, research, data science, business plan, product development, design thinking, computer science, psychology
Categories
Indexed Skills (6)
academic-paper-reviewer
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.
academic-paper
12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見.
academic-pipeline
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.
deep-research
Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.
ui-designer
Expert visual design craft, UI systems, and pixel-perfect implementation. Activates when building, styling, reviewing, or polishing any interface -- websites, apps, dashboards, component libraries, design systems, landing pages, or any screen needing visual polish. Triggers on: CSS styling, component design, layout, spacing, typography, color, dark mode, responsive design, design tokens, Figma, UI audits, visual hierarchy, icons, shadows, border-radius, animations. Also activates on: 'make it look good', 'improve the design', 'it looks off', 'spacing', 'colors', 'typography', 'design system', 'component library', 'pixel perfect', 'modern design', 'layout', 'responsive', 'dark mode', 'style this'. Applies whenever a visual interface is created or refined, even without saying 'UI'. Hands off to ux-designer for flow strategy and to ux-copywriter for interface text. Do NOT activate for user research methodology, psychology theory, backend logic, database schemas, API design without UI, or DevOps.
ux-designer
Expert UX design thinking, user psychology, and experience strategy. Activates when building, reviewing, or discussing any user-facing interface -- websites, apps, dashboards, forms, onboarding, checkout, sign-up, settings, landing pages, modals, navigation. Triggers on: user flows, wireframes, prototypes, usability, information architecture, content strategy, error handling, accessibility, interaction design, user testing, conversion. Also activates on: 'how should this flow', 'user experience', 'make it easier', 'onboarding', 'conversion', 'drop-off', 'friction', 'confusing', 'intuitive', 'usability', 'user journey'. Applies whenever a human uses an interface, even without saying 'UX'. Hands off to ux-copywriter for detailed microcopy work and to ui-designer for visual styling. Do NOT activate for purely visual styling, backend logic, database schemas, API design without UI, or DevOps.
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