beita6969 / ScienceClaw
Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.
Why this job: matched by what the repo talks about: skill, agent, verifi, self
What it does
ScienceClaw is an agent system for scientific work that gets better the more it is used. It solves each task as a typed, executable workflow. When a repair is reproduced under a clean replay, it becomes a linked Skill (strategy) and Operator (a typed, executable capability), and it is kept only if it still solves its source task and improves independent validation tasks.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 12 days ago
- Stars
- 1,028
- +3 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- TypeScript
- 80% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 0% closed
- 2 still open
- Pull requests
- 30 merged
- 9 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- TypeScript 80%
- Swift 8%
- Python 8%
- Kotlin 2%
Topics
- ai
- ai-agent
- bioinformatics
- literature-review
- llm
- mcp
- meta-analysis
- openclaw
- pubmed
- research
- research-tools
- science
Project record
- JobAgent skills
- StatusListed
- Commits102
- Forks111
- Watching27
- Stars in 28 days+26
- CreatedMar 11, 2026
- First seen by usNov 7, 2026
- CheckedNov 10, 2026