xuzhougeng

xuzhougeng/wisp-science

Instructions file CodexOpenCode

AGENTS.md instructions for xuzhougeng/wisp-science, covering agents.md, project orientation, repository layout, engineering rules and verification commands.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Use the InfiniSynapse CLI (agentinfini) for multi-turn AI data-analysis tasks, database/RAG context, and task workspace files. Use when the user mentions InfiniSynapse, agentinfini, database or RAG analysis, or asks to delegate analysis through InfiniSynapse.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Organize multi-step scientific analyses into reproducible, self-contained modules. Use for workflows such as QC→PCA→DEG→GSEA that produce scripts, inputs, figures, tables, and methods. Creates a stable module layout, records exact inputs/parameters/package and database versions in each module README, keeps large data…

xuzhougeng/wisp-science

Skill Claude CodeCodex

A reviewer for life-science and biomedical papers, PDFs, figures, captions, and screenshots. It examines the scientific question, experiments, evidence, causality, and limitations.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A literature search that finds real academic papers challenging a claim through opposing findings, limits, alternative explanations, methodological criticism, or failed replications.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A research skill that builds a knowledge map around a concept using real paper abstracts. It also creates a Mermaid diagram, a standalone HTML map, and beginner reading suggestions.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A research-onboarding review that maps the main concepts in a field and explains how the field developed over time.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A research-planning review that checks whether an idea overlaps with existing work, finds literature that supports it, and identifies likely challenges before the project starts.

xuzhougeng/wisp-science

Skill Claude CodeCodex

An evidence-review procedure that searches for research supporting and opposing a stated viewpoint, then compares the two sides.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A literature search that compares a research idea with existing papers from several angles and highlights the closest matches.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A literature-search tool for finding real academic papers that support a claim. It also explains how each paper supports the claim and reports when no suitable source is found.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A research-history review that traces a topic or seed paper back to its earlier sources and forward to newer developments.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Use this skill to drive Wisp Browser Runtime sessions (shared daily Chrome or workspace Chrome) — open pages, read them, click, fill and submit forms, navigate, switch tabs, or scrape content that needs the user's existing cookies and login state. Triggers when the user asks to do something in their browser, log into…

xuzhougeng/wisp-science

Skill Claude CodeCodex

Set up and validate a reproducible Python or R environment on a Wisp execution context. Use for a selected local, WSL, or direct SSH context when installing scientific packages, configuring caches, recording interpreter activation, or producing an environment smoke test. Do not use for scheduler clusters or managed…

xuzhougeng/wisp-science

Skill Claude CodeCodex

Author a Wisp custom theme CSS file that uses documented tokens and import constraints. Use when the user wants a custom look, hide the paragraph lead bar, restyle chat Markdown, override colors, or import a stylesheet under Settings → Appearance.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Create a Wisp specialist or author a project-local skill using the tools Wisp actually exposes. Use when the user wants a custom Agent persona, a restricted specialist loadout, a new skill, or changes to an existing project-local skill.

xuzhougeng/wisp-science

Skill Claude CodeCodex

A workflow for turning books about concepts, theories, or analysis methods into reusable task instructions. It scans document images, links claims to evidence, and checks the result through human review.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Compose or improve a publication-grade multi-panel scientific figure from a claim, concrete data paths, or an existing image. Use for figure outlining, parallel panel rendering, exact-grid composition, visual inspection, and adversarial figure review. Use figure-style for one standalone plot and paper-narrative for…

xuzhougeng/wisp-science

Skill Claude CodeCodex

Audit scientific figures for duplicated, reused, transformed, or uninformative image panels. Use for 图片查重, 论文图像重复, PDF figure 审核, when the user attaches a PDF, asks to review selected PDF pages, or tags a directory containing manuscript input images. For PDFs, extract large embedded figure images before splitting them…

xuzhougeng/wisp-science

Skill Claude CodeCodex

Correctness and legibility checklist for publication figures, plus a matplotlib sidecar. Load before plotting anything and call applyfigurestyle() (role-mapped font ladder, outward ticks, frameless legends, 300-dpi saves, CJK-safe fonts). Covers data fidelity, label budgets, axis/colour/type rules, chart choice by…

xuzhougeng/wisp-science

Skill Claude CodeCodex

Build a sourced research dossier for one therapeutic indication — patient population, epidemiology, disease biology, standard of care, regulatory path, and landmark trials. Use when the user asks for an indication overview, disease landscape, or trial-design background.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Use this skill whenever the user provides a scientific paper PDF and asks for a group-meeting literature report, journal-club slides, 文献汇报PPT, 组会PPT, paper presentation, article walkthrough, or to explain a paper with PowerPoint. The skill first reconstructs the paper's scientific logic, then builds author/background…

xuzhougeng/wisp-science

Skill Claude CodeCodex

Retrieve, verify, and synthesize scientific literature. Use for seminal-paper lookups, evidence summaries, method comparisons, and gap analyses. Every citation must come from a live lookup, never from memory; retractions are checked; the deliverable is argued prose with resolvable DOI links.

xuzhougeng/wisp-science

Skill Claude CodeCodex

Configure the local wisp-science runtime — uv/Python bootstrap, Node+scimaster-cli for bear- literature skills, pixi for bioinformatics multi-env analysis. Detect mainland-China network and apply mirrors. Use when Capabilities shows missing Python/uv/Node/sci/pixi, bootstrap errors, or the user asks to 配置环境 / install…