xuzhougeng/wisp-science

Agent Infini uses the InfiniSynapse CLI for multi-turn data analysis with database and RAG context. Use it to start, continue, and inspect analysis tasks and workspace files.

Bear Counter finds real academic papers that challenge a claim with opposing results, boundary conditions, alternative explanations, method critiques, or replication failures. Use it when you want to stress-test a conclusion or prepare for reviewer objections.

Bear Map builds a concept map around a term using real paper abstracts, so each node is anchored to retrieved literature. It also outputs Mermaid and standalone HTML for screenshots, plus 3–6 starter papers.

Bear Onboard 生成一份综合报告，把陌生领域的概念版图和演化脉络一起梳理出来，帮助快速建立认知框架。它适合想快速入门一个方向、理解核心概念和发展历史时使用。

Bear Propose evaluates a research idea before you commit to it by checking collision risk, support in the quiet zone, and likely challenges. It runs real literature searches and summarizes the evidence without inventing citations.

Bear Review compares evidence supporting and opposing a claim, then summarizes the strongest support, the most serious counterarguments, and gaps where one side is missing. It is used for balanced, full-scope assessment of a viewpoint with real literature search.

Bear Scoop checks whether an idea is already being pursued by searching from several angles and ranking nearby papers by collision risk. Use it before submitting or writing to see the closest competing work, especially with the -r flag for recent preprints.

Bear Support finds real academic papers that support a claim or short passage. It uses live scholarly search and explains how each paper supports the statement, or says when no supporting evidence is found.

Bear Trace traces a research topic or seed paper backward through its predecessors, then adds recent developments to show how the idea evolved. Use it when you want the origin, development path, or intellectual lineage of a field or paper.

Biomedical Paper Evidence Audit reviews life science or biomedical papers, figures, captions, and screenshots to identify the main claim and inspect the evidence chain. It is used to analyze mechanisms, causality, rescue experiments, method limits, and missing controls when source material is available.

Browser Use drives a live Chrome session to open pages, click, fill forms, navigate tabs, and scrape signed-in content. Use it when a task needs the user's existing cookies or login state rather than read-only web fetching.

Compute Environment Setup defines and validates a reproducible Python or R environment in a Wisp execution context. Use it to install scientific packages, configure caches, record activation commands, and run smoke tests on local, WSL, or direct SSH hosts.

Concept Book Distillation turns concept, theory, and analysis books into source-neutral task capabilities with traceable evidence and human review gates. It is used to build or restore book distillation workflows without exposing source identity in candidate skills.

Custom Wisp Theme writes CSS for Wisp’s injected stylesheet using documented tokens and sanitization limits. Use it to change chat spacing, colors, fonts, table sizes, or hide the paragraph lead bar.

Customize Wisp creates a specialist or project-local skill using the tools Wisp exposes. Use it when you need a custom agent persona, a restricted specialist loadout, or changes to an existing project-local skill.

Figure Composer composes publication-grade multi-panel scientific figures from a claim, data paths, or an existing image. Use it for outlining panels, grid composition, image inspection, and review of seams, labels, and layout issues.

Figure Duplicate Audit reviews scientific figures for duplicated, reused, transformed, or uninformative panels. Use it on PDFs or manuscript image directories when checking figure reuse, page selections, or panel-level integrity.

Figure Style checks publication figures for correctness and legibility before plotting. It provides a Matplotlib styling helper plus render-and-inspect QA for labels, layout, colours, and multi-panel crops.

Indication Dossier builds a sourced research report for one therapeutic population, covering definition, epidemiology, biology, standard of care, regulation, and landmark trials. Use it for indication overviews, disease landscape reviews, or trial-design background.

Journal Club PPT turns a scientific paper PDF into an evidence-driven slide deck for lab meetings, journal club, or 文献汇报. It reconstructs the paper's logic, uses main-text figures, and includes background, author intro, and evaluation.

Literature Review retrieves, verifies, and synthesizes scientific papers for seminal-paper lookups, evidence summaries, method comparisons, and gap analyses. It uses live citations and DOI checks, then writes an argued synthesis with resolvable links.

Local Environment Setup configures wisp-science’s local runtime with uv/Python, Node and scimaster-cli, and pixi for multi-environment analysis. Use it when required tools are missing, bootstrap fails, or you need to set up the local environment.

PDF Explore reads PDFs page by page for summarizing sections, comparing parts, checking outlines, or extracting values from figures. It uses Python extraction and image rendering when a PDF has no text layer.

Paper Narrative judges and reshapes the story told by a manuscript and its figure deck. Use it when revising paper structure, ordering figures, testing the Figure 1 hook, or defining the claim sent to figure-composer.

Reproducible Analysis Modules organizes multi-step scientific analyses into self-contained modules with scripts, inputs, figures, tables, and methods. Use it for workflows like QC→PCA→DEG→GSEA when you need traceable outputs and recorded versions.