feat: add Agent SDK support with USE_AGENT_SDK feature flag (#698)

* feat: add Agent SDK support with USE_AGENT_SDK feature flag

Add a feature-flagged code path that uses the Agent SDK instead of
spawning the CLI as a subprocess. When USE_AGENT_SDK=true is set,
the new SDK path is used; otherwise, existing CLI behavior is unchanged.

Changes:
- Add parse-sdk-options.ts for parsing ClaudeOptions into SDK format
- Add run-claude-sdk.ts for SDK execution with query() function
- Update run-claude.ts with feature flag check at entry point
- Update update-comment-link.ts to handle both cost_usd and total_cost_usd
- Add @anthropic-ai/claude-agent-sdk dependency

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* refactor: simplify SDK types by using @anthropic-ai/claude-agent-sdk types directly

- Remove duplicate SdkRunOptions and McpStdioServerConfig types
- Use SDK's Options and McpStdioServerConfig types directly
- Return { sdkOptions, showFullOutput, hasJsonSchema } from parseSdkOptions
- Remove unnecessary convertMcpServers function
- Net reduction of ~70 lines

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* refactor: use extraArgs for claudeArgs pass-through to CLI

Simplify option parsing by converting claudeArgs to extraArgs record
and letting the SDK/CLI handle --mcp-config, --json-schema, etc.

- Remove extractJsonSchema and parseMcpConfigs functions
- Add parseClaudeArgsToExtraArgs for simple flag parsing
- CLI handles complex args like --mcp-config directly

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* ci

* refactor: remove hardcoded permission bypass flags

The SDK path should match CLI path behavior - permissions are handled
by the CLI itself, not hardcoded in the action.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

* chore: add logging for SDK vs CLI path selection

---------

Co-authored-by: Claude <noreply@anthropic.com>

base-action/src/run-claude-sdk.ts

@@ -0,0 +1,148 @@
+import * as core from "@actions/core";
+import { readFile, writeFile } from "fs/promises";
+import { query } from "@anthropic-ai/claude-agent-sdk";
+import type {
+  SDKMessage,
+  SDKResultMessage,
+} from "@anthropic-ai/claude-agent-sdk";
+import type { ParsedSdkOptions } from "./parse-sdk-options";
+
+const EXECUTION_FILE = `${process.env.RUNNER_TEMP}/claude-execution-output.json`;
+
+/**
+ * Sanitizes SDK output to match CLI sanitization behavior
+ */
+function sanitizeSdkOutput(
+  message: SDKMessage,
+  showFullOutput: boolean,
+): string | null {
+  if (showFullOutput) {
+    return JSON.stringify(message, null, 2);
+  }
+
+  // System initialization - safe to show
+  if (message.type === "system" && message.subtype === "init") {
+    return JSON.stringify(
+      {
+        type: "system",
+        subtype: "init",
+        message: "Claude Code initialized",
+        model: "model" in message ? message.model : "unknown",
+      },
+      null,
+      2,
+    );
+  }
+
+  // Result messages - show sanitized summary
+  if (message.type === "result") {
+    const resultMsg = message as SDKResultMessage;
+    return JSON.stringify(
+      {
+        type: "result",
+        subtype: resultMsg.subtype,
+        is_error: resultMsg.is_error,
+        duration_ms: resultMsg.duration_ms,
+        num_turns: resultMsg.num_turns,
+        total_cost_usd: resultMsg.total_cost_usd,
+        permission_denials: resultMsg.permission_denials,
+      },
+      null,
+      2,
+    );
+  }
+
+  // Suppress other message types in non-full-output mode
+  return null;
+}
+
+/**
+ * Run Claude using the Agent SDK
+ */
+export async function runClaudeWithSdk(
+  promptPath: string,
+  { sdkOptions, showFullOutput, hasJsonSchema }: ParsedSdkOptions,
+): Promise<void> {
+  const prompt = await readFile(promptPath, "utf-8");
+
+  if (!showFullOutput) {
+    console.log(
+      "Running Claude Code via SDK (full output hidden for security)...",
+    );
+    console.log(
+      "Rerun in debug mode or enable `show_full_output: true` in your workflow file for full output.",
+    );
+  }
+
+  console.log(`Running Claude with prompt from file: ${promptPath}`);
+
+  const messages: SDKMessage[] = [];
+  let resultMessage: SDKResultMessage | undefined;
+
+  try {
+    for await (const message of query({ prompt, options: sdkOptions })) {
+      messages.push(message);
+
+      const sanitized = sanitizeSdkOutput(message, showFullOutput);
+      if (sanitized) {
+        console.log(sanitized);
+      }
+
+      if (message.type === "result") {
+        resultMessage = message as SDKResultMessage;
+      }
+    }
+  } catch (error) {
+    console.error("SDK execution error:", error);
+    core.setOutput("conclusion", "failure");
+    process.exit(1);
+  }
+
+  // Write execution file
+  try {
+    await writeFile(EXECUTION_FILE, JSON.stringify(messages, null, 2));
+    console.log(`Log saved to ${EXECUTION_FILE}`);
+    core.setOutput("execution_file", EXECUTION_FILE);
+  } catch (error) {
+    core.warning(`Failed to write execution file: ${error}`);
+  }
+
+  if (!resultMessage) {
+    core.setOutput("conclusion", "failure");
+    core.error("No result message received from Claude");
+    process.exit(1);
+  }
+
+  const isSuccess = resultMessage.subtype === "success";
+  core.setOutput("conclusion", isSuccess ? "success" : "failure");
+
+  // Handle structured output
+  if (hasJsonSchema) {
+    if (
+      isSuccess &&
+      "structured_output" in resultMessage &&
+      resultMessage.structured_output
+    ) {
+      const structuredOutputJson = JSON.stringify(
+        resultMessage.structured_output,
+      );
+      core.setOutput("structured_output", structuredOutputJson);
+      core.info(
+        `Set structured_output with ${Object.keys(resultMessage.structured_output as object).length} field(s)`,
+      );
+    } else {
+      core.setFailed(
+        `--json-schema was provided but Claude did not return structured_output. Result subtype: ${resultMessage.subtype}`,
+      );
+      core.setOutput("conclusion", "failure");
+      process.exit(1);
+    }
+  }
+
+  if (!isSuccess) {
+    if ("errors" in resultMessage && resultMessage.errors) {
+      core.error(`Execution failed: ${resultMessage.errors.join(", ")}`);
+    }
+    process.exit(1);
+  }
+}