Skip to main content
Back to registry

scientific-problem-selection

anthropics/knowledge-work-plugins

A conversational framework for systematic scientific problem selection based on Fischbach & Walsh's "Problem choice and decision trees in science and engineering" (Cell, 2024).

Installs169
Install command
npx skills add https://github.com/anthropics/knowledge-work-plugins --skill scientific-problem-selection
Security audits
Gen Agent Trust HubPASS
SocketPASS
SnykPASS
About this skill
A conversational framework for systematic scientific problem selection based on Fischbach & Walsh's "Problem choice and decision trees in science and engineering" (Cell, 2024). Present users with three entry points: 1) Pitch an idea for a new project — to work it up together 2) Share a problem in a current project — to troubleshoot together 3) Ask a strategic question — to navigate the decision tree together This conversational entry meets scientists where they are and establishes a collaborative tone. Ask: "Tell me the short version of your idea (1-2 sentences)." After the user shares their idea, return a quick summary (no more than one paragraph) demonstrating understanding. Note the general area of research and rephrase the idea in a way that highlights its kernel—showing alignment and readiness to dive into details. Then ask for more detail: "Now give me a bit more detail. You might include, however briefly or even say where you are unsure: From there, guide the user through the early stages of problem selection and evaluation: See references/01-intuition-pumps.md , references/02-risk-assessment.md , references/03-optimization-function.md , and references/04-parameter-strategy.md for detailed guidance. Ask: "Tell me a short version of your problem (1-2 sentences or whatever is easy)." After the user shares their problem, return a quick summary (no more than one paragraph)...

Source description provided by the upstream skill listing. Community reviews and install context appear in the sections below.

Community Reviews

Latest reviews

Sign in to review

No community reviews yet. Be the first to review.

Browse this skill in context
FAQ
What does scientific-problem-selection do?

A conversational framework for systematic scientific problem selection based on Fischbach & Walsh's "Problem choice and decision trees in science and engineering" (Cell, 2024).

Is scientific-problem-selection good?

scientific-problem-selection does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does scientific-problem-selection work with?

scientific-problem-selection currently lists compatibility with codex, gemini-cli, opencode, kimi-cli, amp, github-copilot, claude-code.

What are alternatives to scientific-problem-selection?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install scientific-problem-selection?

npx skills add https://github.com/anthropics/knowledge-work-plugins --skill scientific-problem-selection

Related skills

More from anthropics/knowledge-work-plugins

Related skills

Alternatives in Software Engineering