External pipelines · RISE project catalogue
CORAL
Infrastructure (arXiv:2604.01658) for *multi-agent autonomous self-evolution* — organizations of AI agents that run experiments, share knowledge through persistent stores, and continuously improve solutions against a user-supplied grading script. Sits in the *autoresearch infrastructure* layer alongside Aviary and MLGym, but emphasizes evolution and self-improvement rather than benchmarking.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by Human-Agent-Society
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
Treats the *organization* of agents (workspaces, shared knowledge, judges) as a first-class engineering surface, with rubric-based judge packages (race_japan_grader, apex_judge) that themselves spawn Claude Code for evaluation. Natively integrated with Claude Code, OpenCode, Codex, and Cursor.
- Focus
- end-to-end
- Inputs
- codebase, grading-script
- Outputs
- evolved-solutions, shared-knowledge-store, judge-reports
- Architecture
- multi-agent, persistent-memory, artifact-versioning, iterative-loop, debate-consensus
- Maintained by
- Human-Agent-Society
- Started
- 2026
Description
Data model- Discipline
- General
- Method family
- not specified
- Design
- not specified
- Research stage
- Research designData analysisCode generationReview
- Contributors
- Human-Agent-Society
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:coral · 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.