diff --git a/.github/workflows/agent-fix.yml b/.github/workflows/agent-fix.yml
new file mode 100644
index 0000000..0ab192d
--- /dev/null
+++ b/.github/workflows/agent-fix.yml
@@ -0,0 +1,96 @@
+name: Agent Auto-Fix
+
+on:
+  issues:
+    types: [opened, labeled]
+
+jobs:
+  agent-fix:
+    # Run only if the issue is labeled with 'agent-fix', or opened with 'agent-fix' label.
+    if: github.event.label.name == 'agent-fix' || (github.event.action == 'opened' && contains(github.event.issue.labels.*.name, 'agent-fix'))
+    runs-on: ubuntu-latest
+
+    permissions:
+      contents: write
+      pull-requests: write
+      issues: write
+
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+          cache: 'pip'
+
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
+
+      - name: Configure Git
+        run: |
+          git config --global user.name "github-actions[bot]"
+          git config --global user.email "github-actions[bot]@users.noreply.github.com"
+
+      - name: Run Developer Agent
+        id: run-agent
+        env:
+          ANTHROPIC_API_KEY: ${{ secrets.ANTHROPIC_API_KEY }}
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          AGENT_TASK: |
+            Issue #${{ github.event.issue.number }}: ${{ github.event.issue.title }}
+
+            ${{ github.event.issue.body }}
+        run: |
+          python main.py \
+            --repo . \
+            --push \
+            --pr \
+            --base-branch ${{ github.event.repository.default_branch }} \
+            --yes
+
+      - name: Post Comment on Issue
+        if: always()
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const issueNumber = context.issue.number;
+            const outcome = "${{ steps.run-agent.outputs.outcome }}";
+            const prUrl = "${{ steps.run-agent.outputs.pr_url }}";
+            const runId = "${{ steps.run-agent.outputs.run_id }}";
+            const message = "${{ steps.run-agent.outputs.final_message }}";
+            const issuee = context.payload.issue.user.login;
+
+            let commentBody = "";
+            if (outcome === "success") {
+              commentBody = `Hello @${issuee},
+
+I have successfully fixed the issue! 🎉
+
+A Pull Request has been created with the changes:
+🔗 **[Pull Request](${prUrl})**
+
+**Run ID:** \`${runId}\`
+**Message:** ${message}`;
+            } else {
+              commentBody = `Hello @${issuee},
+
+I attempted to fix this issue automatically but encountered a problem.
+
+**Outcome:** \`${outcome || 'unknown/failed'}\`
+**Message:** ${message || 'No additional message was provided.'}
+
+Please check the GitHub Actions workflow logs for more details.`;
+            }
+
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: issueNumber,
+              body: commentBody
+            });
diff --git a/main.py b/main.py
index 29330da..2ad959a 100644
--- a/main.py
+++ b/main.py
@@ -10,7 +10,6 @@
 """
 
 import argparse
-from html import parser
 import os
 import sys
 
@@ -18,6 +17,7 @@
 sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
 
 from modules.agent_loop import AutonomousAgent, AgentConfig
+from modules.code_modifier import CodeModificationEngine
 
 
 def parse_args() -> argparse.Namespace:
@@ -41,7 +41,7 @@ def parse_args() -> argparse.Namespace:
     )
 
     parser.add_argument("--repo", required=True, help="Path to the git repository")
-    parser.add_argument("--task", required=True, help="High-level task description")
+    parser.add_argument("--task", required=False, help="High-level task description (can also be provided via AGENT_TASK env var)")
 
     # Execution
     parser.add_argument("--runner", default="pytest",
@@ -91,26 +91,52 @@ def parse_args() -> argparse.Namespace:
     parser.add_argument("--api-key", default=None,
                         help="Anthropic API key (default: ANTHROPIC_API_KEY env var)")
 
+    # Non-interactive / CI
+    parser.add_argument("--yes", "-y", action="store_true",
+                        help="Auto-approve file changes (bypass confirmation prompt)")
+
     return parser.parse_args()
 
 
+def write_github_output(outputs: dict[str, str]):
+    github_output_path = os.environ.get("GITHUB_OUTPUT")
+    if github_output_path:
+        try:
+            with open(github_output_path, "a", encoding="utf-8") as f:
+                for k, v in outputs.items():
+                    if "\n" in v:
+                        delimiter = "EOF"
+                        f.write(f"{k}<<{delimiter}\n{v}\n{delimiter}\n")
+                    else:
+                        f.write(f"{k}={v}\n")
+        except Exception as e:
+            print(f"Failed to write to GITHUB_OUTPUT: {e}", file=sys.stderr)
+
+
 def main():
     args = parse_args()
 
     repo_root = os.path.abspath(args.repo)
     if args.rollback:
        modifier = CodeModificationEngine(repo_root=repo_root, backup_dir="backups")
-       modifier = CodeModificationEngine(backup_dir="backups")
        success = modifier.git_stash_pop(repo_root)
        sys.exit(0 if success else 1)
     if not os.path.isdir(repo_root):
         print(f"ERROR: Repository path does not exist: {repo_root}", file=sys.stderr)
         sys.exit(1)
 
+    yes_flag = args.yes or os.environ.get("CI") == "true"
+
+    task = args.task or os.environ.get("AGENT_TASK")
+    if not task:
+        print("ERROR: Task description is required. Provide --task or set the AGENT_TASK environment variable.", file=sys.stderr)
+        sys.exit(1)
+
     config = AgentConfig(
         repo_root=repo_root,
-        task=args.task,
+        task=task,
         dry_run=args.dry_run,
+        yes=yes_flag,
 
         # Execution
         test_runner=args.runner,
@@ -155,15 +181,40 @@ def main():
         print(f"MESSAGE   : {result.final_message}")
         print(f"{'='*60}")
 
+        write_github_output({
+            "outcome": result.outcome,
+            "run_id": result.run_id,
+            "iterations": str(result.iterations_used),
+            "branch_name": result.branch_name or "",
+            "pr_url": result.pr_url or "",
+            "final_message": result.final_message,
+        })
+
         sys.exit(0 if result.outcome == "success" else 1)
 
     except KeyboardInterrupt:
         print("\nInterrupted by user.", file=sys.stderr)
+        write_github_output({
+            "outcome": "aborted",
+            "run_id": "",
+            "iterations": "0",
+            "branch_name": "",
+            "pr_url": "",
+            "final_message": "Interrupted by user.",
+        })
         sys.exit(130)
     except Exception as e:
         print(f"\nFATAL ERROR: {e}", file=sys.stderr)
         import traceback
         traceback.print_exc()
+        write_github_output({
+            "outcome": "error",
+            "run_id": "",
+            "iterations": "0",
+            "branch_name": "",
+            "pr_url": "",
+            "final_message": str(e),
+        })
         sys.exit(1)
 
 
diff --git a/modules/agent_loop.py b/modules/agent_loop.py
index a1fff7f..0db00c8 100644
--- a/modules/agent_loop.py
+++ b/modules/agent_loop.py
@@ -38,6 +38,7 @@ class AgentConfig:
     repo_root: str
     task: str
     dry_run: bool = False
+    yes: bool = False
 
     # Execution
     test_runner: str = "pytest"            # pytest | npm_test | go | cargo | ...
@@ -296,7 +297,7 @@ def run(self) -> AgentRunResult:
                         pr_url=None,
                     )
 
-                if not ask_confirmation(len(llm_resp.changes)):
+                if not (self.config.yes or ask_confirmation(len(llm_resp.changes))):
                     return AgentRunResult(
                         outcome="aborted",
                         run_id=self.run_id,