coral
Gives a codebase and a grader to a team of autonomous coding agents that run experiments in isolated workspaces, share notes, and keep improving the solution, so you do not manage each run by hand.

Gives a codebase and a grader to a team of autonomous coding agents that run experiments in isolated workspaces, share notes, and keep improving the solution, so you do not manage each run by hand.
Verify and debug changes to CORAL itself — smallest reproduce loop per area (grader / daemon / CLI / hooks / manager / workspace…
Add a new component to the CORAL framework itself — a new agent runtime under `coral/agent/builtin/`…
End-to-end recipe for adding a new task under `examples/` — the three pieces that have to line up (`task.yaml`, `seed/`, and…
The fast path from zero to a running CORAL experiment — what CORAL is and when to reach for it, installing the `coral` CLI,…
Write a note to {shared_dir}/notes/ that future agents can actually act on. Use after every coral eval, when a heartbeat (reflect…
Author a new CORAL task — the three pieces that must line up (`task.yaml`, `seed/`, a packaged `grader/`), the `coral init` →…
Research the problem domain before coding. Web search for techniques, save raw sources, write structured findings, update the…
Organize the shared notes directory when it becomes hard to navigate. Restructure within research/ and experiments/, deduplicate,…
Use when preparing, reviewing, resolving conflicts for, or merging a CORAL release pull request from the long-lived dev branch…
Run and manage CORAL experiments from the operator side — launch agents with `coral start` (dotlist overrides, model/count, tmux…
One-time machine setup after installing the `coral` CLI — register local agent runtimes as named bindings with `coral setup` /…
Autonomously create, test, and optimize skills by detecting reusable patterns in your own work. Use when you notice repeated tool…
Use this subagent to diagnose a CORAL run that's misbehaving — agents restarting, every eval failing, the score plateaued, or "is…
Use this subagent to turn "optimize / speed up / improve this with CORAL" into a working CORAL task. Give it the code (or just a…
Deep researcher — spawn to conduct thorough web research on the problem domain, save raw sources, and write structured findings.…
Knowledge librarian — spawn to organize notes, deduplicate findings, and consolidate reusable patterns into skills. Use…
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