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Add Opus 4.8 migration guide and model updates to claude-api skill (#1216)
* Add Managed Agents self-hosted sandboxes + mid-session agent updates + MCP tool-output offload to claude-api skill
Self-hosted sandboxes: new shared/managed-agents-self-hosted-sandboxes.md for config:{type:"self_hosted"} — agent loop on Anthropic's orchestration, tool execution on customer infra via outbound-polling worker. Covers EnvironmentWorker.run()/.run_one() (Py/TS), ant beta:worker poll/run, mid-level work.poller()/WorkPoller (Py/TS/Go only; Go has no auto_stop opt-out), AgentToolContext/beta_agent_toolset/tool_runner(), monitoring (environments.work.stats/stop — x-api-key, call from outside worker host), runtime deps, cloud-vs-self_hosted delta table, credentials, security ownership split. Cross-refs in environments.md, overview.md (Reading Guide + rewrote cloud-only pitfall), api-reference.md (SDK row + naming-quirks + schema + work REST rows), tools.md (Who-runs-it carve-out), onboarding.md, live-sources.md.
Mid-session agent updates: sessions.update(session_id, agent={tools, mcp_servers}, vault_ids=[...]) — session-local override (doesn't bump agent version), full-replacement semantics, session must be idle. New core.md section + pointers in tools.md, api-reference.md (UpdateSession row), overview.md.
Large MCP tool outputs → files: >100K tokens → automatic offload to sandbox file; agent gets truncated preview + path. Plus: invalid vault credentials don't block sessions.create() — session.error event fires, auth retries on next idle→running. Both in tools.md.
* Point ant CLI install ref to live-sources.md (OSS has no anthropic-cli.md)
* Add Opus 4.8 model migration guide to claude-api skill
* Add prescriptive tool-description guidance for Opus 4.8 to claude-api skill
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@@ -40,7 +40,7 @@ All resources are under the `beta` namespace. Python and TypeScript share identi
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**Agent shorthand:** `agent` on session create accepts either a bare string (`agent="agent_abc123"` — uses latest version) or the full reference object (`{type: "agent", id: "agent_abc123", version: 123}`).
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**Model shorthand:** `model` on agent create accepts either a bare string (`model="claude-opus-4-7"` — uses `standard` speed) or the full config object (`{id: "claude-opus-4-6", speed: "fast"}`). Note: `speed: "fast"` is only supported on Opus 4.6.
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**Model shorthand:** `model` on agent create accepts either a bare string (`model="claude-opus-4-8"` — uses `standard` speed) or the full config object (`{id: "claude-opus-4-6", speed: "fast"}`). Note: `speed: "fast"` is only supported on Opus 4.6.
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---
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@@ -209,7 +209,7 @@ Immutable per-mutation snapshots (`memver_...`) — the audit and rollback surfa
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```json
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{
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"name": "string (required, 1-256 chars)",
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"model": "claude-opus-4-7 (required — bare string, or {id, speed} object)",
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"model": "claude-opus-4-8 (required — bare string, or {id, speed} object)",
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"description": "string (optional, up to 2048 chars)",
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"system": "string (optional, up to 100,000 chars)",
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"tools": [
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