External pipelines · RISE project catalogue
Kosmos (jimmc414 implementation)
An open-source implementation of the Kosmos AI scientist architecture (Lu et al., arXiv:2511.02824), adapted to run via Claude Code or the Anthropic / OpenAI APIs. Runs autonomous research cycles: hypothesis generation, experiment design, code execution in sandboxed Docker, validation against an 8-dimension quality framework, and knowledge-graph construction.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by jimmc414
How studies reach it
No published study reaches it yet.
Disciplines it reaches
No study reaches it yet.
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 0 studies in total.
What it does
Operationalizes the Kosmos architecture as a runnable system on commodity infrastructure, including a built-in 8-dimension validation harness and an explicit knowledge-graph layer that tracks concept relationships across cycles. The validation framework is independently reusable as a methodological scaffold.
- Focus
- end-to-end
- Inputs
- research-area, data
- Outputs
- hypotheses, experiment-results, knowledge-graph, validated-discoveries
- Architecture
- multi-agent, tool-use, rag-knowledge-base, persistent-memory, iterative-loop, artifact-versioning
- Maintained by
- jimmc414
- Started
- 2025
Description
Data model- Discipline
- General
- Method family
- not specified
- Design
- not specified
- Research stage
- HypothesesResearch designData analysisCode generation
- Contributors
- jimmc414
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:kosmos · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.
Bring it into the standard
A pipeline built outside E2ER can meet the standard by describing its steps as a template, attaching the floor of checks and publishing evaluation records. Its authors keep ownership and credit.