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/coral-extend

Add a new component to the CORAL framework itself — a new agent runtime under `coral/agent/builtin/` (claude_code/codex/cursor_agent style), a new CLI command in `coral/cli/`, a new bundled skill or subagent template under `coral/template/skills/` or `coral/template/agents/`, a

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coral
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Claude Code

$ npx -y skills add Human-Agent-Society/CORAL --skill coral-extend --agent claude-code

SKILL.md

coral-extend.SKILL.md
name: coral-extend
description: Add a new component to the CORAL framework itself — a new agent runtime under `coral/agent/builtin/` (claude_code/codex/cursor_agent style), a new CLI command in `coral/cli/`, a new bundled skill or subagent template under `coral/template/skills/` or `coral/template/agents/`, a new hook in `coral/hooks/`, a new field in `coral/config.py`, or a framework-level extension to the grader stack under `coral/grader/`. NOT for writing a per-task grader or adding an example task — use `coral-new-task` for that. NOT for debugging existing code — use `coral-debug`.

Extending the CORAL framework

For day-to-day debug / reproduce loops see the sibling `coral-debug` skill. For creating a new `examples/<task>/` (seed + task.yaml + grader package) see `coral-new-task`. This skill covers *adding new components to the CORAL package itself*.

Extending the grader infrastructure

If you're writing a grader for a specific task, use `coral-new-task`. This section is only for changes to the grader **framework** under `coral/grader/`:

  • New helpers on `TaskGrader` (`coral/grader/task_grader.py`) — make sure they're useful to multiple existing example graders before adding.
  • New `GraderInterface` implementations (`coral/grader/protocol.py` / `base.py`) — the bar is high; the existing protocol covers everything we currently need.
  • Daemon-side changes (`coral/grader/daemon.py`) — concurrency, queue caps, worktree isolation, retry policy. Cover with `tests/test_grader_daemon.py`.
  • Built-in graders under `coral/grader/builtin/` — `function_grader.py` is the only one today; not wired through `task.yaml`. New built-ins should justify why a `TaskGrader` subclass per task isn't enough.

A new agent runtime

Adding a new runtime (e.g. another coding-agent CLI) means three small files plus a registry entry.

1. Create `coral/agent/builtin/<name>.py` and subclass `AgentRuntime` (`coral/agent/runtime.py`). Existing runtimes are the canonical reference — `claude_code.py` is the most complete; `codex.py` and `cursor_agent.py` are smaller and easier to mimic. 2. Register the runtime in `coral/agent/registry.py`:

   _RUNTIMES["my_runtime"] = MyRuntime
   _ALIASES["mine"] = "my_runtime"
   _DEFAULT_MODELS["my_runtime"] = "default-model-id"

3. Decide the runtime's native shared-state directory name (`.claude` for Claude Code, `.codex` for Codex, etc.). The worktree symlink uses this; pass it through `shared_dir` so `generate_coral_md(...)` renders the right paths. 4. If the runtime needs special config plumbing (e.g. `cursor_agent.json`, `opencode.json`, gateway port), follow the `opencode` pattern: emit a per-agent config file inside the worktree at startup. 5. Add a smoke test in `tests/test_<runtime>.py` modeled on `tests/test_cursor_agent.py`.

Reference recent additions: PR #79 (cursor_agent), commit `f6f266e` (codex web_search config fix).

A new CLI command

CLI is an old-school argparse single-file dispatcher.

1. Add a parser block in `coral/cli/__init__.py::main()`. Match the existing style — `_HelpOnErrorParser`, an epilog with `Examples:`, `_CommandHelpFormatter`. Add the new command name to `_VISIBLE_COMMANDS` so "did you mean?" suggestions work. 2. Implement `cmd_<name>(args: argparse.Namespace) -> None` in the most-fitting module under `coral/cli/`:

  • `start.py` — agent lifecycle (start/resume/stop/status)
  • `query.py` — read-only inspection (log/show/notes/skills/runs)
  • `eval.py` — agent-side commands that mutate the worktree (eval/wait/diff/revert/checkout)
  • `heartbeat.py` — heartbeat configuration
  • `ui.py` — dashboard
  • `author.py` — `init` / `validate`

Create a new module if none of those fit; keep imports lazy so `coral --help` stays fast. 3. Wire the function into the `commands = {...}` dict at the bottom of `main()`. 4. If your command operates on a specific run, accept `--task` / `--run` via `_add_run_args(parser)` and resolve with `coral.cli._helpers.find_coral_dir`. 5. Add an example to `CLAUDE.md`'s Commands section.

A new bundled skill or subagent template

These ship inside the package and are seeded into every run's `.coral/public/skills/` (or `agents/`) by `coral/workspace/project.py`.

  • **Skill** — create `coral/template/skills/<name>/SKILL.md` with frontmatter `name` and `description`. Include `scripts/` and `references/` subdirs as needed; existing examples are `deep-research`, `organize-files`, `skill-creator`.
  • **Subagent** — create `coral/template/agents/<name>.md` (single markdown file). Existing examples are `deep-researcher` and `librarian`.
  • Add a test in `tests/test_template.py` if the rendering pulls in new template variables.

The seed copy is one-shot per run (`if not dst.exists()`), so iterating on template content during development means deleting `<run_dir>/.coral/public/skills/<name>/` and re-running `coral start`, or just editing the destination directly for that run.

A new hook

Right now there's only `coral/hooks/post_commit.py`. If you add another hook:

  • Define a clear single entrypoint function (model on `submit_eval`).
  • Make it pure-function over `coral_dir` + agent_id where possible.
  • Atomic writes to `.coral/public/` only; never write to a worktree from a hook.
  • Add coverage to `tests/test_hooks.py`.

Configuration changes

`coral/config.py` is dataclass-based and merged via OmegaConf. When adding a new field:

1. Add it to the right dataclass (`AgentConfig`, `GraderConfig`, ...) with a sensible default. 2. If it deserves runtime validation, add it to the `__post_init__` of that dataclass. 3. Cover the new field in `tests/test_config.py`. 4. Update `examples/<task>/task.yaml` only if the field is task-author facing — internal knobs should stay defaulted. 5. Mention it in `CLAUDE.md` if it changes user-visible behavior; otherwise leave the docs alone (CLAUDE.md describes invariants, not every flag).

Don't forget

  • **Lint + test before pushing**: `uv run r
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Questions about coral-extend.

Which coding agents can use coral-extend?
coral-extend installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.