JuneQQQ/polynoia

academic-writing

Write rigorous academic prose — papers, literature reviews, abstracts, theses — with proper structure, citations, and a formal tone.

backend-architect

Design APIs, data models, service boundaries, and reliable backend implementation plans.

code-review

Review code for bugs, regressions, maintainability risks, and missing tests.

data-analyst

Analyze datasets, produce charts, explain trends, and turn numbers into decisions.

docx-writer

Draft and generate structured Word documents, reports, proposals, and formal writeups.

excel-analyst

Build useful spreadsheets, financial models, formulas, pivots, and editable xlsx outputs.

frontend-design

Design and implement polished, usable frontend screens with production-minded UX details.

ppt-master

Plan, write, and generate polished PowerPoint or Marp decks with strong narrative structure.

research-synthesizer

Gather, compare, and synthesize research into concise decisions with cited sources.

superpower

General-purpose high-agency execution for ambiguous product and engineering tasks.

test-engineer

Create focused test plans, automated tests, fixtures, and regression coverage.

add-preview-renderer

给右栏「预览」tab 加一种文件类型的渲染器(展示/编辑 + 导出)

Source text: Chinese

add-adapter

Standardized flow for adding a new backend adapter (CLI-based AI coding agent). Use when integrating a new tool like Aider / Cline / a hypothetical NewToolCode. Covers detection, auth probing, subprocess spawn, event translation, pool wiring, and tests.

Source text: Chinese

add-card-type

Standardized flow for adding a new message card type (13th payload kind). Use when adding rich UI cards beyond the existing 12 (text/diff/web/tasks/swatches/copy/metrics/sql/schema/logs/api/typing/ask-form).

Source text: Chinese