Repository
aipoch/open-science agent skills
- skills
- 8
- GitHub stars
- 5.4k
GitHub description: “The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.”
- Stars
- 5,435 (504 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Jul 2026
- Homepage
- aipoch.com/open-science
- ai-for-science
- local-first
- reproducible-research
- open-science
- ai-research
- model-agnostic
- scientific-ai
- desktop-app
- ai-workbench
- bioinformatics
- open-source
- science
- scientific-computing
- ai-agent
- science-agent
- agent-skills
Install all skills
npx skills add aipoch/open-scienceAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in aipoch/open-science, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Creates, revises, evaluates and publishes skills in the Open-Science app through its native host.skills composer, with optional test prompts and benchmarks. | aipoch/ | 5.4k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Prepares setup instructions and a named activation file for a user-managed software environment on an Open-Science SSH or Slurm compute host. | aipoch/ | 5.4k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Handles /Customize requests by sending Skill work to the internal skill-creator and managing Specialist agents through the JavaScript host.agents SDK. | aipoch/ | 5.4k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Publication-grade correctness and legibility rules for final-deliverable scientific figures, not exploratory plots. | aipoch/ | 5.4k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Judge and reshape the story told by an entire paper figure deck. | aipoch/ | 5.4k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Teaches an agent to inspect Open-Science's JavaScript control REPL, check which host.* calls are allowed, and find project files, sessions and agent frames. | aipoch/ | 5.4k | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Compose one publication-grade multi-panel figure. An agent skill from aipoch/open-science. | aipoch/ | 5.4k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Evaluate and use SSH Remote Compute before choosing where to run GPU, high-memory, parallel, batch, model-inference, bioinformatics, or other long-running scientific work; supports short remote… | aipoch/ | 5.4k | — | ~5.7k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best skill in aipoch/open-science?
Open-Science Skill Creator from aipoch/open-science ranks first of the 8 skills in aipoch/open-science listed here, with the highest score: its repository has 5.4k GitHub stars, its SKILL.md loads about 1.7k tokens and it passes the automated safety check with no findings. Next come Compute Environment Setup and Customize Specialists and Skills.
Are the skills in aipoch/open-science official?
None yet. All 8 skills in aipoch/open-science listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from aipoch/open-science?
Run npx skills add aipoch/open-science in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.