diff --git a/action.yml b/action.yml
index 31e3fca..fa852dc 100644
--- a/action.yml
+++ b/action.yml
@@ -73,6 +73,10 @@ inputs:
     description: "Enable commit signing using GitHub's commit signature verification. When false, Claude uses standard git commands"
     required: false
     default: "false"
+  track_progress:
+    description: "Force tag mode with tracking comments for pull_request and issue events. Only applicable to pull_request (opened, synchronize, ready_for_review, reopened) and issue (opened, edited, labeled, assigned) events."
+    required: false
+    default: "false"
   experimental_allowed_domains:
     description: "Restrict network access to these domains only (newline-separated). If not set, no restrictions are applied. Provider domains are auto-detected."
     required: false
@@ -140,6 +144,7 @@ runs:
         USE_STICKY_COMMENT: ${{ inputs.use_sticky_comment }}
         DEFAULT_WORKFLOW_TOKEN: ${{ github.token }}
         USE_COMMIT_SIGNING: ${{ inputs.use_commit_signing }}
+        TRACK_PROGRESS: ${{ inputs.track_progress }}
         ADDITIONAL_PERMISSIONS: ${{ inputs.additional_permissions }}
         CLAUDE_ARGS: ${{ inputs.claude_args }}
         ALL_INPUTS: ${{ toJson(inputs) }}
@@ -247,6 +252,7 @@ runs:
         PREPARE_ERROR: ${{ steps.prepare.outputs.prepare_error || '' }}
         USE_STICKY_COMMENT: ${{ inputs.use_sticky_comment }}
         USE_COMMIT_SIGNING: ${{ inputs.use_commit_signing }}
+        TRACK_PROGRESS: ${{ inputs.track_progress }}
 
     - name: Display Claude Code Report
       if: steps.prepare.outputs.contains_trigger == 'true' && steps.claude-code.outputs.execution_file != ''
diff --git a/src/create-prompt/types.ts b/src/create-prompt/types.ts
index 6f60b85..4854b77 100644
--- a/src/create-prompt/types.ts
+++ b/src/create-prompt/types.ts
@@ -99,4 +99,5 @@ export type EventData =
 // Combined type with separate eventData field
 export type PreparedContext = CommonFields & {
   eventData: EventData;
+  githubContext?: import("../github/context").GitHubContext;
 };
diff --git a/src/github/context.ts b/src/github/context.ts
index 30936ce..4a7e339 100644
--- a/src/github/context.ts
+++ b/src/github/context.ts
@@ -75,6 +75,7 @@ type BaseContext = {
     useStickyComment: boolean;
     useCommitSigning: boolean;
     allowedBots: string;
+    trackProgress: boolean;
   };
 };
 
@@ -122,6 +123,7 @@ export function parseGitHubContext(): GitHubContext {
       useStickyComment: process.env.USE_STICKY_COMMENT === "true",
       useCommitSigning: process.env.USE_COMMIT_SIGNING === "true",
       allowedBots: process.env.ALLOWED_BOTS ?? "",
+      trackProgress: process.env.TRACK_PROGRESS === "true",
     },
   };
 
diff --git a/src/modes/agent/index.ts b/src/modes/agent/index.ts
index 25191f1..6a4dad6 100644
--- a/src/modes/agent/index.ts
+++ b/src/modes/agent/index.ts
@@ -5,6 +5,37 @@ import type { PreparedContext } from "../../create-prompt/types";
 import { prepareMcpConfig } from "../../mcp/install-mcp-server";
 import { parseAllowedTools } from "./parse-tools";
 import { configureGitAuth } from "../../github/operations/git-config";
+import type { GitHubContext } from "../../github/context";
+import { isEntityContext } from "../../github/context";
+
+/**
+ * Extract GitHub context as environment variables for agent mode
+ */
+function extractGitHubContext(context: GitHubContext): Record<string, string> {
+  const envVars: Record<string, string> = {};
+  
+  // Basic repository info
+  envVars.GITHUB_REPOSITORY = context.repository.full_name;
+  envVars.GITHUB_TRIGGER_ACTOR = context.actor;
+  envVars.GITHUB_EVENT_NAME = context.eventName;
+  
+  // Entity-specific context (PR/issue numbers, branches, etc.)
+  if (isEntityContext(context)) {
+    if (context.isPR) {
+      envVars.GITHUB_PR_NUMBER = String(context.entityNumber);
+      
+      // Extract branch info from payload if available
+      if (context.payload && 'pull_request' in context.payload && context.payload.pull_request) {
+        envVars.GITHUB_BASE_REF = context.payload.pull_request.base?.ref || '';
+        envVars.GITHUB_HEAD_REF = context.payload.pull_request.head?.ref || '';
+      }
+    } else {
+      envVars.GITHUB_ISSUE_NUMBER = String(context.entityNumber);
+    }
+  }
+  
+  return envVars;
+}
 
 /**
  * Agent mode implementation.
@@ -136,6 +167,14 @@ export const agentMode: Mode = {
   },
 
   generatePrompt(context: PreparedContext): string {
+    // Inject GitHub context as environment variables
+    if (context.githubContext) {
+      const envVars = extractGitHubContext(context.githubContext);
+      for (const [key, value] of Object.entries(envVars)) {
+        core.exportVariable(key, value);
+      }
+    }
+
     // Agent mode uses prompt field
     if (context.prompt) {
       return context.prompt;
diff --git a/src/modes/detector.ts b/src/modes/detector.ts
index 0d88b28..1113296 100644
--- a/src/modes/detector.ts
+++ b/src/modes/detector.ts
@@ -3,31 +3,60 @@ import {
   isEntityContext,
   isIssueCommentEvent,
   isPullRequestReviewCommentEvent,
+  isPullRequestEvent,
+  isIssuesEvent,
+  isPullRequestReviewEvent,
 } from "../github/context";
 import { checkContainsTrigger } from "../github/validation/trigger";
 
 export type AutoDetectedMode = "tag" | "agent";
 
 export function detectMode(context: GitHubContext): AutoDetectedMode {
-  // If prompt is provided, use agent mode for direct execution
-  if (context.inputs?.prompt) {
-    return "agent";
+  // Validate track_progress usage
+  if (context.inputs.trackProgress) {
+    validateTrackProgressEvent(context);
   }
 
-  // Check for @claude mentions (tag mode)
+  // If track_progress is set for PR/issue events, force tag mode
+  if (context.inputs.trackProgress && isEntityContext(context)) {
+    if (isPullRequestEvent(context) || isIssuesEvent(context)) {
+      return "tag";
+    }
+  }
+
+  // Comment events (current behavior - unchanged)
   if (isEntityContext(context)) {
     if (
       isIssueCommentEvent(context) ||
-      isPullRequestReviewCommentEvent(context)
+      isPullRequestReviewCommentEvent(context) ||
+      isPullRequestReviewEvent(context)
     ) {
+      // If prompt is provided on comment events, use agent mode
+      if (context.inputs.prompt) {
+        return "agent";
+      }
+      // Default to tag mode if @claude mention found
       if (checkContainsTrigger(context)) {
         return "tag";
       }
     }
+  }
 
-    if (context.eventName === "issues") {
-      if (checkContainsTrigger(context)) {
-        return "tag";
+  // Issue events
+  if (isEntityContext(context) && isIssuesEvent(context)) {
+    // Check for @claude mentions or labels/assignees
+    if (checkContainsTrigger(context)) {
+      return "tag";
+    }
+  }
+
+  // PR events (opened, synchronize, etc.)
+  if (isEntityContext(context) && isPullRequestEvent(context)) {
+    const supportedActions = ["opened", "synchronize", "ready_for_review", "reopened"];
+    if (context.eventAction && supportedActions.includes(context.eventAction)) {
+      // If prompt is provided, use agent mode (default for automation)
+      if (context.inputs.prompt) {
+        return "agent";
       }
     }
   }
@@ -47,6 +76,28 @@ export function getModeDescription(mode: AutoDetectedMode): string {
   }
 }
 
+function validateTrackProgressEvent(context: GitHubContext): void {
+  // track_progress is only valid for pull_request and issue events
+  const validEvents = ["pull_request", "issues"];
+  if (!validEvents.includes(context.eventName)) {
+    throw new Error(
+      `track_progress is only supported for pull_request and issue events. ` +
+      `Current event: ${context.eventName}`
+    );
+  }
+  
+  // Additionally validate PR actions
+  if (context.eventName === "pull_request" && context.eventAction) {
+    const validActions = ["opened", "synchronize", "ready_for_review", "reopened"];
+    if (!validActions.includes(context.eventAction)) {
+      throw new Error(
+        `track_progress for pull_request events is only supported for actions: ` +
+        `${validActions.join(", ")}. Current action: ${context.eventAction}`
+      );
+    }
+  }
+}
+
 export function shouldUseTrackingComment(mode: AutoDetectedMode): boolean {
   return mode === "tag";
 }
diff --git a/src/modes/tag/index.ts b/src/modes/tag/index.ts
index 5fe917b..cac4f25 100644
--- a/src/modes/tag/index.ts
+++ b/src/modes/tag/index.ts
@@ -177,7 +177,18 @@ export const tagMode: Mode = {
     githubData: FetchDataResult,
     useCommitSigning: boolean,
   ): string {
-    return generateDefaultPrompt(context, githubData, useCommitSigning);
+    const defaultPrompt = generateDefaultPrompt(context, githubData, useCommitSigning);
+    
+    // If a custom prompt is provided, inject it into the tag mode prompt
+    if (context.githubContext?.inputs?.prompt) {
+      return defaultPrompt + `
+
+<custom_instructions>
+${context.githubContext.inputs.prompt}
+</custom_instructions>`;
+    }
+    
+    return defaultPrompt;
   },
 
   getSystemPrompt() {
diff --git a/test/install-mcp-server.test.ts b/test/install-mcp-server.test.ts
index 20a2ed6..690b9a8 100644
--- a/test/install-mcp-server.test.ts
+++ b/test/install-mcp-server.test.ts
@@ -32,6 +32,7 @@ describe("prepareMcpConfig", () => {
       useStickyComment: false,
       useCommitSigning: false,
       allowedBots: "",
+      trackProgress: false,
     },
   };
 
diff --git a/test/mockContext.ts b/test/mockContext.ts
index 6d6e7e2..9d681b4 100644
--- a/test/mockContext.ts
+++ b/test/mockContext.ts
@@ -19,6 +19,7 @@ const defaultInputs = {
   useStickyComment: false,
   useCommitSigning: false,
   allowedBots: "",
+  trackProgress: false,
 };
 
 const defaultRepository = {
diff --git a/test/permissions.test.ts b/test/permissions.test.ts
index 67c53d3..3e15966 100644
--- a/test/permissions.test.ts
+++ b/test/permissions.test.ts
@@ -68,6 +68,7 @@ describe("checkWritePermissions", () => {
       useStickyComment: false,
       useCommitSigning: false,
       allowedBots: "",
+      trackProgress: false,
     },
   });
 
diff --git a/tests/modes/detector.test.ts b/tests/modes/detector.test.ts
new file mode 100644
index 0000000..0034173
--- /dev/null
+++ b/tests/modes/detector.test.ts
@@ -0,0 +1,225 @@
+import { describe, expect, it } from "bun:test";
+import { detectMode } from "../../src/modes/detector";
+import type { GitHubContext } from "../../src/github/context";
+
+describe("detectMode with enhanced routing", () => {
+  const baseContext = {
+    runId: "test-run",
+    eventAction: "opened",
+    repository: {
+      owner: "test-owner",
+      repo: "test-repo",
+      full_name: "test-owner/test-repo",
+    },
+    actor: "test-user",
+    inputs: {
+      prompt: "",
+      triggerPhrase: "@claude",
+      assigneeTrigger: "",
+      labelTrigger: "",
+      branchPrefix: "claude/",
+      useStickyComment: false,
+      useCommitSigning: false,
+      allowedBots: "",
+      trackProgress: false,
+    },
+  };
+
+  describe("PR Events with track_progress", () => {
+    it("should use tag mode when track_progress is true for pull_request.opened", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "pull_request",
+        eventAction: "opened",
+        payload: { pull_request: { number: 1 } } as any,
+        entityNumber: 1,
+        isPR: true,
+        inputs: { ...baseContext.inputs, trackProgress: true },
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+
+    it("should use tag mode when track_progress is true for pull_request.synchronize", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "pull_request",
+        eventAction: "synchronize",
+        payload: { pull_request: { number: 1 } } as any,
+        entityNumber: 1,
+        isPR: true,
+        inputs: { ...baseContext.inputs, trackProgress: true },
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+
+    it("should use agent mode when track_progress is false for pull_request.opened", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "pull_request",
+        eventAction: "opened",
+        payload: { pull_request: { number: 1 } } as any,
+        entityNumber: 1,
+        isPR: true,
+        inputs: { ...baseContext.inputs, trackProgress: false },
+      };
+
+      expect(detectMode(context)).toBe("agent");
+    });
+
+    it("should throw error when track_progress is used with unsupported PR action", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "pull_request",
+        eventAction: "closed",
+        payload: { pull_request: { number: 1 } } as any,
+        entityNumber: 1,
+        isPR: true,
+        inputs: { ...baseContext.inputs, trackProgress: true },
+      };
+
+      expect(() => detectMode(context)).toThrow(/track_progress for pull_request events is only supported for actions/);
+    });
+  });
+
+  describe("Issue Events with track_progress", () => {
+    it("should use tag mode when track_progress is true for issues.opened", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "issues",
+        eventAction: "opened",
+        payload: { issue: { number: 1, body: "Test" } } as any,
+        entityNumber: 1,
+        isPR: false,
+        inputs: { ...baseContext.inputs, trackProgress: true },
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+
+    it("should use agent mode when track_progress is false for issues", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "issues",
+        eventAction: "opened",
+        payload: { issue: { number: 1, body: "Test" } } as any,
+        entityNumber: 1,
+        isPR: false,
+        inputs: { ...baseContext.inputs, trackProgress: false },
+      };
+
+      expect(detectMode(context)).toBe("agent");
+    });
+  });
+
+  describe("Comment Events (unchanged behavior)", () => {
+    it("should use tag mode for issue_comment with @claude mention", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "issue_comment",
+        payload: { 
+          issue: { number: 1, body: "Test" },
+          comment: { body: "@claude help" }
+        } as any,
+        entityNumber: 1,
+        isPR: false,
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+
+    it("should use agent mode for issue_comment with prompt provided", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "issue_comment",
+        payload: { 
+          issue: { number: 1, body: "Test" },
+          comment: { body: "@claude help" }
+        } as any,
+        entityNumber: 1,
+        isPR: false,
+        inputs: { ...baseContext.inputs, prompt: "Review this PR" },
+      };
+
+      expect(detectMode(context)).toBe("agent");
+    });
+
+    it("should use tag mode for PR review comments with @claude mention", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "pull_request_review_comment",
+        payload: { 
+          pull_request: { number: 1, body: "Test" },
+          comment: { body: "@claude check this" }
+        } as any,
+        entityNumber: 1,
+        isPR: true,
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+  });
+
+  describe("Automation Events (should error with track_progress)", () => {
+    it("should throw error when track_progress is used with workflow_dispatch", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "workflow_dispatch",
+        payload: {} as any,
+        inputs: { ...baseContext.inputs, trackProgress: true },
+      };
+
+      expect(() => detectMode(context)).toThrow(/track_progress is only supported for pull_request and issue events/);
+    });
+
+    it("should use agent mode for workflow_dispatch without track_progress", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "workflow_dispatch",
+        payload: {} as any,
+        inputs: { ...baseContext.inputs, prompt: "Run workflow" },
+      };
+
+      expect(detectMode(context)).toBe("agent");
+    });
+  });
+
+  describe("Custom prompt injection in tag mode", () => {
+    it("should use tag mode for PR events when both track_progress and prompt are provided", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "pull_request",
+        eventAction: "opened",
+        payload: { pull_request: { number: 1 } } as any,
+        entityNumber: 1,
+        isPR: true,
+        inputs: { 
+          ...baseContext.inputs, 
+          trackProgress: true,
+          prompt: "Review for security issues"
+        },
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+
+    it("should use tag mode for issue events when both track_progress and prompt are provided", () => {
+      const context: GitHubContext = {
+        ...baseContext,
+        eventName: "issues",
+        eventAction: "opened",
+        payload: { issue: { number: 1, body: "Test" } } as any,
+        entityNumber: 1,
+        isPR: false,
+        inputs: { 
+          ...baseContext.inputs, 
+          trackProgress: true,
+          prompt: "Analyze this issue"
+        },
+      };
+
+      expect(detectMode(context)).toBe("tag");
+    });
+  });
+});
\ No newline at end of file