scientific-problem-selection
anthropics/knowledge-work-pluginsThis skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific…
Scores out of 100 · grade A+
2026-08-22Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score60/100
- 2,032 installs on skills.sh.
- 23,596 stars on the source repo.
Documented
15% of the score82/100
- 1,517 words with worked examples.
- Ships 10 bundled files.
Install
npx skills add anthropics/knowledge-work-plugins/scientific-problem-selectionWhat it says it does
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new research idea, work through a project problem, evaluate project risks, plan research strategy, navigate decision trees, or get help choosing what scientific problem to work on. Typical requests include "I have an idea for a project", "I'm stuck on my research", "help me evaluate this project", "what should I work on", or "I need strategic advice about my research".
Also in anthropics/knowledge-work-plugins
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | clean | Skill | 1,950 installs | today | |
| nextflow-developmentanthropics/knowledge-work-plugins | clean | Skill | 1,966 installs | today | |
| single-cell-rna-qcanthropics/knowledge-work-plugins | clean | Skill | 1,995 installs | today | |
| scvi-toolsanthropics/knowledge-work-plugins | clean | Skill | 1,958 installs | today | |
| create-cowork-pluginanthropics/knowledge-work-plugins | clean | Skill | 2,443 installs | today | |
| data-context-extractoranthropics/knowledge-work-plugins | clean | Skill | 2,622 installs | today |
Other research skills
Browse all| Artifact | Score | What the check found | Category | Reach | Last commit |
|---|---|---|---|---|---|
| nextflow-developmentanthropics/knowledge-work-plugins | clean | Research | 1,966 installs | today | |
| single-cell-rna-qcanthropics/knowledge-work-plugins | clean | Research | 1,995 installs | today | |
| last30daysmvanhorn/last30days-skill | clean | Research | 33,782 installs | today | |
| scvi-toolsanthropics/knowledge-work-plugins | clean | Research | 1,958 installs | today | |
| plugin-creatoropenai/codex | clean | Research | 112k stars | today | |
| churn-preventioncoreyhaines31/marketingskills | clean | Research | 92,159 installs | today |
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