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AI SDK - Cline Harness\n\n`HarnessV1` adapter backed by [`@cline/agents`](https://www.npmjs.com/package/@cline/agents). Cline runs in the host Node.js process and uses the sandbox as a remote filesystem and shell, so no bridge process is installed inside the sandbox.\n\n## Setup\n\n```bash\nnpm i @ai-sdk/harness-cline @ai-sdk/harness @ai-sdk/sandbox-vercel\n```\n\n## Usage\n\n```ts\nimport { HarnessAgent } from '@ai-sdk/harness/agent';\nimport { createCline } from '@ai-sdk/harness-cline';\nimport { createVercelNetworkSandboxSession } from '@ai-sdk/sandbox-vercel';\nimport { tool } from 'ai';\nimport { z } from 'zod/v4';\n\nconst agent = new HarnessAgent({\n  harness: createCline({ reasoningEffort: 'medium' }),\n  id: 'demo',\n  skills: [\n    {\n      name: 'careful-refactors',\n      description: 'Make minimal diffs and keep tests green.',\n      content: 'Prefer changes that touch the fewest files possible.',\n    },\n  ],\n  tools: {\n    deploy: tool({\n      description: 'Deploy a service.',\n      inputSchema: z.object({ env: z.enum(['staging', 'production']) }),\n      execute: async ({ env }) => ({ url: `https://${env}.example.com` }),\n    }),\n  },\n});\n\nconst sandboxSession = await createVercelNetworkSandboxSession({\n  runtime: 'node24',\n});\nconst session = await agent.createSession({ sandboxSession });\ntry {\n  const result = await agent.generate({\n    session,\n    prompt: 'Read README.md and summarise the goals.',\n  });\n  console.log(result.text);\n} finally {\n  await session.destroy();\n  await sandboxSession.destroy();\n}\n```\n\nThe adapter has no in-sandbox bridge, so the supplied session does not need\nexposed ports. Its built-in tools operate on the sandbox from the host process.\n\n## Authentication\n\nThe default `auto` authentication mode uses `AI_GATEWAY_API_KEY` or `VERCEL_OIDC_TOKEN` when available and otherwise falls back to `CLINE_API_KEY`. Use `createCline({ auth: 'ai-gateway' })` or `createCline({ auth: 'direct' })` to select a mode explicitly, or pass an isolated authentication environment with `createCline({ auth: { CLINE_API_KEY: token } })`. `AI_GATEWAY_BASE_URL` and `CLINE_API_BASE_URL` configure their respective endpoints.\n\nSee the [Cline harness documentation](https://ai-sdk.dev/providers/ai-sdk-harnesses/cline) for model configuration, reasoning, tools, skills, MCP, and session lifecycle details.\n","readmeFilename":""}