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27 changes: 19 additions & 8 deletions CONTRIBUTING.md
Original file line number Diff line number Diff line change
Expand Up @@ -363,18 +363,29 @@ validator + eval cases.

## Agent harnesses

The framework's reference runtime today is **Claude Code** — skills
are loaded from `skills/<name>/SKILL.md`, MCP servers from
the user's Claude Code config, and the sandbox from
`setup-isolated-setup-install`.
The framework has two **reference implementations** today —
[OpenCode](https://opencode.ai/), which is open source and
model-agnostic (so it can drive every LLM backend), and
[Claude Code](https://www.anthropic.com/claude-code), powered by
Anthropic subscriptions. Both load skills from `skills/<name>/SKILL.md`
(exposed to every harness through the committed `.agents/skills/`
symlink tree), read MCP servers from the runtime's own config, and
apply the sandbox from `setup-isolated-setup-install`. A third runtime,
[OpenAI Codex](https://github.com/openai/codex), reads the
`.agents/skills/` tree natively and ships an in-tree sandbox profile and
HITL exec-policy rules; its adapter is **experimental** — see the
[Codex runtime guide](docs/adapters/codex.md).

RFC-AI-0004 §3 commits the framework to **vendor neutrality across
LLM backends**. The current state per harness:
LLM backends** — [`docs/prerequisites.md`](docs/prerequisites.md) and
[`docs/vendor-neutrality.md`](docs/vendor-neutrality.md) carry the
authoritative runtime matrix. The current state per harness:

| Harness | State | Tracking |
|---|---|---|
| Claude Code | Primary, fully supported | — |
| Codex CLI | Partial — Claude Code plugin delegates rescue + adversarial-review subtasks to Codex | First-class runtime tracked at [#313](https://github.com/apache/magpie/issues/313) |
| OpenCode | Reference implementation, fully supported | — |
| Claude Code | Reference implementation, fully supported | — |
| Codex CLI | Experimental first-class adapter — reads `.agents/skills/` natively, ships in-tree sandbox + HITL rules | [#313](https://github.com/apache/magpie/issues/313) |
| Gemini CLI | Not yet ported | [#314](https://github.com/apache/magpie/issues/314) |
| Local LLM (Ollama / llama.cpp / vLLM) | Not yet ported | [#315](https://github.com/apache/magpie/issues/315) |
| Cursor (Composer + Agent CLI) | Not yet ported | [#316](https://github.com/apache/magpie/issues/316) |
Expand All @@ -385,7 +396,7 @@ LLM backends**. The current state per harness:
| JetBrains Junie | Not yet ported | [#321](https://github.com/apache/magpie/issues/321) |
| OpenHands | Not yet ported | [#322](https://github.com/apache/magpie/issues/322) |

MCP servers used by the Claude Code runtime today: Slack, Gmail,
MCP servers used by the reference runtimes today: Slack, Gmail,
Google Calendar, Google Drive, plus framework-internal ones for
the ponymail / incubator-mail / incubator-reports surfaces. MCP-
compatible harnesses (Gemini CLI, Goose, Copilot CLI) should pick
Expand Down