diff --git a/.github/workflows/autoloop.lock.yml b/.github/workflows/autoloop.lock.yml
index 3cd4ee4..bde515e 100644
--- a/.github/workflows/autoloop.lock.yml
+++ b/.github/workflows/autoloop.lock.yml
@@ -36,7 +36,7 @@
 #   Imports:
 #     - shared/reporting.md
 #
-# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"261bf9da368e23a161bfa806b9ff11c0b6e8777ac493b6e8ac0a7586b6a046b5","compiler_version":"v0.65.6","strict":true,"agent_id":"copilot"}
+# gh-aw-metadata: {"schema_version":"v3","frontmatter_hash":"cd57f23188df43219ad77d28af1be23932dfecb142045bc11b53e0a45aa42be9","compiler_version":"v0.65.6","strict":true,"agent_id":"copilot"}
 
 name: "Autoloop"
 "on":
@@ -227,21 +227,21 @@ jobs:
         run: |
           bash ${RUNNER_TEMP}/gh-aw/actions/create_prompt_first.sh
           {
-          cat << 'GH_AW_PROMPT_0171e714d32c535f_EOF'
+          cat << 'GH_AW_PROMPT_f4dd95504f13d8cf_EOF'
           <system>
-          GH_AW_PROMPT_0171e714d32c535f_EOF
+          GH_AW_PROMPT_f4dd95504f13d8cf_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/xpia.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/temp_folder_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/markdown.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/repo_memory_prompt.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_prompt.md"
-          cat << 'GH_AW_PROMPT_0171e714d32c535f_EOF'
+          cat << 'GH_AW_PROMPT_f4dd95504f13d8cf_EOF'
           <safe-output-tools>
           Tools: add_comment(max:7), create_issue, update_issue(max:3), create_pull_request(max:2), add_labels(max:2), remove_labels(max:2), push_to_pull_request_branch(max:2), missing_tool, missing_data, noop
-          GH_AW_PROMPT_0171e714d32c535f_EOF
+          GH_AW_PROMPT_f4dd95504f13d8cf_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_create_pull_request.md"
           cat "${RUNNER_TEMP}/gh-aw/prompts/safe_outputs_push_to_pr_branch.md"
-          cat << 'GH_AW_PROMPT_0171e714d32c535f_EOF'
+          cat << 'GH_AW_PROMPT_f4dd95504f13d8cf_EOF'
           </safe-output-tools>
           <github-context>
           The following GitHub context information is available for this workflow:
@@ -274,7 +274,7 @@ jobs:
             - **Note**: If a branch you need is not in the list above and is not listed as an additional fetched ref, it has NOT been checked out. For private repositories you cannot fetch it without proper authentication. If the branch is required and not available, exit with an error and ask the user to add it to the `fetch:` option of the `checkout:` configuration (e.g., `fetch: ["refs/pulls/open/*"]` for all open PR refs, or `fetch: ["main", "feature/my-branch"]` for specific branches).
           </github-context>
           
-          GH_AW_PROMPT_0171e714d32c535f_EOF
+          GH_AW_PROMPT_f4dd95504f13d8cf_EOF
           cat "${RUNNER_TEMP}/gh-aw/prompts/github_mcp_tools_with_safeoutputs_prompt.md"
           if [ "$GITHUB_EVENT_NAME" = "issue_comment" ] && [ -n "$GH_AW_IS_PR_COMMENT" ] || [ "$GITHUB_EVENT_NAME" = "pull_request_review_comment" ] || [ "$GITHUB_EVENT_NAME" = "pull_request_review" ]; then
             cat "${RUNNER_TEMP}/gh-aw/prompts/pr_context_prompt.md"
@@ -282,11 +282,11 @@ jobs:
           if [ "$GITHUB_EVENT_NAME" = "issue_comment" ] && [ -n "$GH_AW_IS_PR_COMMENT" ] || [ "$GITHUB_EVENT_NAME" = "pull_request_review_comment" ] || [ "$GITHUB_EVENT_NAME" = "pull_request_review" ]; then
             cat "${RUNNER_TEMP}/gh-aw/prompts/pr_context_push_to_pr_branch_guidance.md"
           fi
-          cat << 'GH_AW_PROMPT_0171e714d32c535f_EOF'
+          cat << 'GH_AW_PROMPT_f4dd95504f13d8cf_EOF'
           </system>
           {{#runtime-import .github/workflows/shared/reporting.md}}
           {{#runtime-import .github/workflows/autoloop.md}}
-          GH_AW_PROMPT_0171e714d32c535f_EOF
+          GH_AW_PROMPT_f4dd95504f13d8cf_EOF
           } > "$GH_AW_PROMPT"
       - name: Interpolate variables and render templates
         uses: actions/github-script@ed597411d8f924073f98dfc5c65a23a2325f34cd # v8
@@ -492,27 +492,27 @@ jobs:
           mkdir -p ${RUNNER_TEMP}/gh-aw/safeoutputs
           mkdir -p /tmp/gh-aw/safeoutputs
           mkdir -p /tmp/gh-aw/mcp-logs/safeoutputs
-          cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_78a2a2ed2efbd98a_EOF'
-          {"add_comment":{"hide_older_comments":false,"max":7,"target":"*"},"add_labels":{"max":2,"target":"*"},"create_issue":{"labels":["automation","autoloop"],"max":1,"title_prefix":"[Autoloop] "},"create_pull_request":{"draft":true,"labels":["automation","autoloop"],"max":2,"max_patch_size":1024,"protected_files":["package.json","bun.lockb","bunfig.toml","deno.json","deno.jsonc","deno.lock","global.json","NuGet.Config","Directory.Packages.props","mix.exs","mix.lock","go.mod","go.sum","stack.yaml","stack.yaml.lock","pom.xml","build.gradle","build.gradle.kts","settings.gradle","settings.gradle.kts","gradle.properties","package-lock.json","yarn.lock","pnpm-lock.yaml","npm-shrinkwrap.json","requirements.txt","Pipfile","Pipfile.lock","pyproject.toml","setup.py","setup.cfg","Gemfile","Gemfile.lock","uv.lock","CODEOWNERS"],"protected_files_policy":"fallback-to-issue","protected_path_prefixes":[".github/",".agents/"],"title_prefix":"[Autoloop] "},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"push_repo_memory":{"memories":[{"dir":"/tmp/gh-aw/repo-memory/default","id":"default","max_file_count":100,"max_file_size":10240,"max_patch_size":10240}]},"push_to_pull_request_branch":{"if_no_changes":"warn","max":2,"max_patch_size":1024,"protected_files":["package.json","bun.lockb","bunfig.toml","deno.json","deno.jsonc","deno.lock","global.json","NuGet.Config","Directory.Packages.props","mix.exs","mix.lock","go.mod","go.sum","stack.yaml","stack.yaml.lock","pom.xml","build.gradle","build.gradle.kts","settings.gradle","settings.gradle.kts","gradle.properties","package-lock.json","yarn.lock","pnpm-lock.yaml","npm-shrinkwrap.json","requirements.txt","Pipfile","Pipfile.lock","pyproject.toml","setup.py","setup.cfg","Gemfile","Gemfile.lock","uv.lock","CODEOWNERS"],"protected_path_prefixes":[".github/",".agents/"],"target":"*","title_prefix":"[Autoloop] "},"remove_labels":{"max":2,"target":"*"},"update_issue":{"allow_body":true,"max":3,"target":"*","title_prefix":"[Autoloop] "}}
-          GH_AW_SAFE_OUTPUTS_CONFIG_78a2a2ed2efbd98a_EOF
+          cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/config.json << 'GH_AW_SAFE_OUTPUTS_CONFIG_b6a96a3c13d39410_EOF'
+          {"add_comment":{"hide_older_comments":false,"max":7,"target":"*"},"add_labels":{"max":2,"target":"*"},"create_issue":{"labels":["automation","autoloop"],"max":1},"create_pull_request":{"draft":true,"labels":["automation","autoloop"],"max":2,"max_patch_size":10240,"protected_files":["package.json","bun.lockb","bunfig.toml","deno.json","deno.jsonc","deno.lock","global.json","NuGet.Config","Directory.Packages.props","mix.exs","mix.lock","go.mod","go.sum","stack.yaml","stack.yaml.lock","pom.xml","build.gradle","build.gradle.kts","settings.gradle","settings.gradle.kts","gradle.properties","package-lock.json","yarn.lock","pnpm-lock.yaml","npm-shrinkwrap.json","requirements.txt","Pipfile","Pipfile.lock","pyproject.toml","setup.py","setup.cfg","Gemfile","Gemfile.lock","uv.lock","CODEOWNERS"],"protected_files_policy":"fallback-to-issue","protected_path_prefixes":[".github/",".agents/"]},"missing_data":{},"missing_tool":{},"noop":{"max":1,"report-as-issue":"true"},"push_repo_memory":{"memories":[{"dir":"/tmp/gh-aw/repo-memory/default","id":"default","max_file_count":100,"max_file_size":10240,"max_patch_size":10240}]},"push_to_pull_request_branch":{"if_no_changes":"warn","max":2,"max_patch_size":10240,"protected_files":["package.json","bun.lockb","bunfig.toml","deno.json","deno.jsonc","deno.lock","global.json","NuGet.Config","Directory.Packages.props","mix.exs","mix.lock","go.mod","go.sum","stack.yaml","stack.yaml.lock","pom.xml","build.gradle","build.gradle.kts","settings.gradle","settings.gradle.kts","gradle.properties","package-lock.json","yarn.lock","pnpm-lock.yaml","npm-shrinkwrap.json","requirements.txt","Pipfile","Pipfile.lock","pyproject.toml","setup.py","setup.cfg","Gemfile","Gemfile.lock","uv.lock","CODEOWNERS"],"protected_path_prefixes":[".github/",".agents/"],"target":"*","title_prefix":"[Autoloop"},"remove_labels":{"max":2,"target":"*"},"update_issue":{"allow_body":true,"max":3,"target":"*","title_prefix":"[Autoloop"}}
+          GH_AW_SAFE_OUTPUTS_CONFIG_b6a96a3c13d39410_EOF
       - name: Write Safe Outputs Tools
         run: |
-          cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_26e30063dd6b7824_EOF'
+          cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/tools_meta.json << 'GH_AW_SAFE_OUTPUTS_TOOLS_META_adab930bbd5a573f_EOF'
           {
             "description_suffixes": {
               "add_comment": " CONSTRAINTS: Maximum 7 comment(s) can be added. Target: *.",
               "add_labels": " CONSTRAINTS: Maximum 2 label(s) can be added. Target: *.",
-              "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Title will be prefixed with \"[Autoloop] \". Labels [\"automation\" \"autoloop\"] will be automatically added.",
-              "create_pull_request": " CONSTRAINTS: Maximum 2 pull request(s) can be created. Title will be prefixed with \"[Autoloop] \". Labels [\"automation\" \"autoloop\"] will be automatically added. PRs will be created as drafts.",
-              "push_to_pull_request_branch": " CONSTRAINTS: Maximum 2 push(es) can be made. The target pull request title must start with \"[Autoloop] \".",
+              "create_issue": " CONSTRAINTS: Maximum 1 issue(s) can be created. Labels [\"automation\" \"autoloop\"] will be automatically added.",
+              "create_pull_request": " CONSTRAINTS: Maximum 2 pull request(s) can be created. Labels [\"automation\" \"autoloop\"] will be automatically added. PRs will be created as drafts.",
+              "push_to_pull_request_branch": " CONSTRAINTS: Maximum 2 push(es) can be made. The target pull request title must start with \"[Autoloop\".",
               "remove_labels": " CONSTRAINTS: Maximum 2 label(s) can be removed. Target: *.",
-              "update_issue": " CONSTRAINTS: Maximum 3 issue(s) can be updated. Target: *. The target issue title must start with \"[Autoloop] \"."
+              "update_issue": " CONSTRAINTS: Maximum 3 issue(s) can be updated. Target: *. The target issue title must start with \"[Autoloop\"."
             },
             "repo_params": {},
             "dynamic_tools": []
           }
-          GH_AW_SAFE_OUTPUTS_TOOLS_META_26e30063dd6b7824_EOF
-          cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_53d20ba1aa3186df_EOF'
+          GH_AW_SAFE_OUTPUTS_TOOLS_META_adab930bbd5a573f_EOF
+          cat > ${RUNNER_TEMP}/gh-aw/safeoutputs/validation.json << 'GH_AW_SAFE_OUTPUTS_VALIDATION_50dc29bc9782fde9_EOF'
           {
             "add_comment": {
               "defaultMax": 1,
@@ -771,7 +771,7 @@ jobs:
               "customValidation": "requiresOneOf:status,title,body"
             }
           }
-          GH_AW_SAFE_OUTPUTS_VALIDATION_53d20ba1aa3186df_EOF
+          GH_AW_SAFE_OUTPUTS_VALIDATION_50dc29bc9782fde9_EOF
           node ${RUNNER_TEMP}/gh-aw/actions/generate_safe_outputs_tools.cjs
       - name: Generate Safe Outputs MCP Server Config
         id: safe-outputs-config
@@ -841,7 +841,7 @@ jobs:
           export MCP_GATEWAY_DOCKER_COMMAND='docker run -i --rm --network host -v /var/run/docker.sock:/var/run/docker.sock -e MCP_GATEWAY_PORT -e MCP_GATEWAY_DOMAIN -e MCP_GATEWAY_API_KEY -e MCP_GATEWAY_PAYLOAD_DIR -e MCP_GATEWAY_PAYLOAD_SIZE_THRESHOLD -e DEBUG -e MCP_GATEWAY_LOG_DIR -e GH_AW_MCP_LOG_DIR -e GH_AW_SAFE_OUTPUTS -e GH_AW_SAFE_OUTPUTS_CONFIG_PATH -e GH_AW_SAFE_OUTPUTS_TOOLS_PATH -e GH_AW_ASSETS_BRANCH -e GH_AW_ASSETS_MAX_SIZE_KB -e GH_AW_ASSETS_ALLOWED_EXTS -e DEFAULT_BRANCH -e GITHUB_MCP_SERVER_TOKEN -e GITHUB_MCP_GUARD_MIN_INTEGRITY -e GITHUB_MCP_GUARD_REPOS -e GITHUB_REPOSITORY -e GITHUB_SERVER_URL -e GITHUB_SHA -e GITHUB_WORKSPACE -e GITHUB_TOKEN -e GITHUB_RUN_ID -e GITHUB_RUN_NUMBER -e GITHUB_RUN_ATTEMPT -e GITHUB_JOB -e GITHUB_ACTION -e GITHUB_EVENT_NAME -e GITHUB_EVENT_PATH -e GITHUB_ACTOR -e GITHUB_ACTOR_ID -e GITHUB_TRIGGERING_ACTOR -e GITHUB_WORKFLOW -e GITHUB_WORKFLOW_REF -e GITHUB_WORKFLOW_SHA -e GITHUB_REF -e GITHUB_REF_NAME -e GITHUB_REF_TYPE -e GITHUB_HEAD_REF -e GITHUB_BASE_REF -e GH_AW_SAFE_OUTPUTS_PORT -e GH_AW_SAFE_OUTPUTS_API_KEY -v /tmp/gh-aw/mcp-payloads:/tmp/gh-aw/mcp-payloads:rw -v /opt:/opt:ro -v /tmp:/tmp:rw -v '"${GITHUB_WORKSPACE}"':'"${GITHUB_WORKSPACE}"':rw ghcr.io/github/gh-aw-mcpg:v0.2.11'
           
           mkdir -p /home/runner/.copilot
-          cat << GH_AW_MCP_CONFIG_e86cff10886b39f3_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh
+          cat << GH_AW_MCP_CONFIG_500a81876277bf1c_EOF | bash ${RUNNER_TEMP}/gh-aw/actions/start_mcp_gateway.sh
           {
             "mcpServers": {
               "github": {
@@ -882,7 +882,7 @@ jobs:
               "payloadDir": "${MCP_GATEWAY_PAYLOAD_DIR}"
             }
           }
-          GH_AW_MCP_CONFIG_e86cff10886b39f3_EOF
+          GH_AW_MCP_CONFIG_500a81876277bf1c_EOF
       - name: Download activation artifact
         uses: actions/download-artifact@3e5f45b2cfb9172054b4087a40e8e0b5a5461e7c # v8.0.1
         with:
@@ -1547,7 +1547,7 @@ jobs:
           GH_AW_ALLOWED_DOMAINS: "*.gradle-enterprise.cloud,*.jsr.io,*.pythonhosted.org,*.vsblob.vsassets.io,adoptium.net,anaconda.org,api.adoptium.net,api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.foojay.io,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.npms.io,api.nuget.org,api.snapcraft.io,archive.apache.org,archive.ubuntu.com,azure.archive.ubuntu.com,azuresearch-usnc.nuget.org,azuresearch-ussc.nuget.org,binstar.org,bootstrap.pypa.io,builds.dotnet.microsoft.com,bun.sh,cdn.azul.com,cdn.jsdelivr.net,central.sonatype.com,ci.dot.net,conda.anaconda.org,conda.binstar.org,crates.io,crl.geotrust.com,crl.globalsign.com,crl.identrust.com,crl.sectigo.com,crl.thawte.com,crl.usertrust.com,crl.verisign.com,crl3.digicert.com,crl4.digicert.com,crls.ssl.com,dc.services.visualstudio.com,deb.nodesource.com,deno.land,develocity.apache.org,dist.nuget.org,dl.google.com,dlcdn.apache.org,dot.net,dotnet.microsoft.com,dotnetcli.blob.core.windows.net,download.eclipse.org,download.java.net,download.oracle.com,downloads.gradle-dn.com,esm.sh,files.pythonhosted.org,ge.spockframework.org,get.pnpm.io,github.com,googleapis.deno.dev,googlechromelabs.github.io,gradle.org,host.docker.internal,index.crates.io,jcenter.bintray.com,jdk.java.net,json-schema.org,json.schemastore.org,jsr.io,keyserver.ubuntu.com,maven-central.storage-download.googleapis.com,maven.apache.org,maven.google.com,maven.oracle.com,maven.pkg.github.com,nodejs.org,npm.pkg.github.com,npmjs.com,npmjs.org,nuget.org,nuget.pkg.github.com,nugetregistryv2prod.blob.core.windows.net,ocsp.digicert.com,ocsp.geotrust.com,ocsp.globalsign.com,ocsp.identrust.com,ocsp.sectigo.com,ocsp.ssl.com,ocsp.thawte.com,ocsp.usertrust.com,ocsp.verisign.com,oneocsp.microsoft.com,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,pip.pypa.io,pkgs.dev.azure.com,plugins-artifacts.gradle.org,plugins.gradle.org,ppa.launchpad.net,pypi.org,pypi.python.org,raw.githubusercontent.com,registry.bower.io,registry.npmjs.com,registry.npmjs.org,registry.yarnpkg.com,repo.anaconda.com,repo.continuum.io,repo.gradle.org,repo.grails.org,repo.maven.apache.org,repo.spring.io,repo.yarnpkg.com,repo1.maven.org,repository.apache.org,s.symcb.com,s.symcd.com,scans-in.gradle.com,security.ubuntu.com,services.gradle.org,sh.rustup.rs,skimdb.npmjs.com,static.crates.io,static.rust-lang.org,storage.googleapis.com,telemetry.enterprise.githubcopilot.com,telemetry.vercel.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com,www.java.com,www.microsoft.com,www.npmjs.com,www.npmjs.org,yarnpkg.com"
           GITHUB_SERVER_URL: ${{ github.server_url }}
           GITHUB_API_URL: ${{ github.api_url }}
-          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"hide_older_comments\":false,\"max\":7,\"target\":\"*\"},\"add_labels\":{\"max\":2,\"target\":\"*\"},\"create_issue\":{\"labels\":[\"automation\",\"autoloop\"],\"max\":1,\"title_prefix\":\"[Autoloop] \"},\"create_pull_request\":{\"draft\":true,\"labels\":[\"automation\",\"autoloop\"],\"max\":2,\"max_patch_size\":1024,\"protected_files\":[\"package.json\",\"bun.lockb\",\"bunfig.toml\",\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"package-lock.json\",\"yarn.lock\",\"pnpm-lock.yaml\",\"npm-shrinkwrap.json\",\"requirements.txt\",\"Pipfile\",\"Pipfile.lock\",\"pyproject.toml\",\"setup.py\",\"setup.cfg\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"AGENTS.md\"],\"protected_files_policy\":\"fallback-to-issue\",\"protected_path_prefixes\":[\".github/\",\".agents/\"],\"title_prefix\":\"[Autoloop] \"},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"push_to_pull_request_branch\":{\"if_no_changes\":\"warn\",\"max\":2,\"max_patch_size\":1024,\"protected_files\":[\"package.json\",\"bun.lockb\",\"bunfig.toml\",\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"package-lock.json\",\"yarn.lock\",\"pnpm-lock.yaml\",\"npm-shrinkwrap.json\",\"requirements.txt\",\"Pipfile\",\"Pipfile.lock\",\"pyproject.toml\",\"setup.py\",\"setup.cfg\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"AGENTS.md\"],\"protected_path_prefixes\":[\".github/\",\".agents/\"],\"target\":\"*\",\"title_prefix\":\"[Autoloop] \"},\"remove_labels\":{\"max\":2,\"target\":\"*\"},\"update_issue\":{\"allow_body\":true,\"max\":3,\"target\":\"*\",\"title_prefix\":\"[Autoloop] \"}}"
+          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"add_comment\":{\"hide_older_comments\":false,\"max\":7,\"target\":\"*\"},\"add_labels\":{\"max\":2,\"target\":\"*\"},\"create_issue\":{\"labels\":[\"automation\",\"autoloop\"],\"max\":1},\"create_pull_request\":{\"draft\":true,\"labels\":[\"automation\",\"autoloop\"],\"max\":2,\"max_patch_size\":10240,\"protected_files\":[\"package.json\",\"bun.lockb\",\"bunfig.toml\",\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"package-lock.json\",\"yarn.lock\",\"pnpm-lock.yaml\",\"npm-shrinkwrap.json\",\"requirements.txt\",\"Pipfile\",\"Pipfile.lock\",\"pyproject.toml\",\"setup.py\",\"setup.cfg\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"AGENTS.md\"],\"protected_files_policy\":\"fallback-to-issue\",\"protected_path_prefixes\":[\".github/\",\".agents/\"]},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"},\"push_to_pull_request_branch\":{\"if_no_changes\":\"warn\",\"max\":2,\"max_patch_size\":10240,\"protected_files\":[\"package.json\",\"bun.lockb\",\"bunfig.toml\",\"deno.json\",\"deno.jsonc\",\"deno.lock\",\"global.json\",\"NuGet.Config\",\"Directory.Packages.props\",\"mix.exs\",\"mix.lock\",\"go.mod\",\"go.sum\",\"stack.yaml\",\"stack.yaml.lock\",\"pom.xml\",\"build.gradle\",\"build.gradle.kts\",\"settings.gradle\",\"settings.gradle.kts\",\"gradle.properties\",\"package-lock.json\",\"yarn.lock\",\"pnpm-lock.yaml\",\"npm-shrinkwrap.json\",\"requirements.txt\",\"Pipfile\",\"Pipfile.lock\",\"pyproject.toml\",\"setup.py\",\"setup.cfg\",\"Gemfile\",\"Gemfile.lock\",\"uv.lock\",\"CODEOWNERS\",\"AGENTS.md\"],\"protected_path_prefixes\":[\".github/\",\".agents/\"],\"target\":\"*\",\"title_prefix\":\"[Autoloop\"},\"remove_labels\":{\"max\":2,\"target\":\"*\"},\"update_issue\":{\"allow_body\":true,\"max\":3,\"target\":\"*\",\"title_prefix\":\"[Autoloop\"}}"
           GH_AW_CI_TRIGGER_TOKEN: ${{ secrets.GH_AW_CI_TRIGGER_TOKEN }}
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/autoloop.md b/.github/workflows/autoloop.md
index 4cd407b..c9a34a6 100644
--- a/.github/workflows/autoloop.md
+++ b/.github/workflows/autoloop.md
@@ -35,27 +35,26 @@ network:
   - dotnet
 
 safe-outputs:
+  max-patch-size: 10240
   add-comment:
     max: 7
     target: "*"
     hide-older-comments: false
   create-pull-request:
     draft: true
-    title-prefix: "[Autoloop] "
     labels: [automation, autoloop]
     protected-files: fallback-to-issue
     max: 2
   push-to-pull-request-branch:
     target: "*"
-    title-prefix: "[Autoloop] "
+    title-prefix: "[Autoloop"
     max: 2
   create-issue:
-    title-prefix: "[Autoloop] "
     labels: [automation, autoloop]
     max: 1
   update-issue:
     target: "*"
-    title-prefix: "[Autoloop] "
+    title-prefix: "[Autoloop"
     max: 3
   add-labels:
     target: "*"
@@ -388,7 +387,7 @@ There are no separate "steering" or "experiment log" issues — they have all be
 
 If `selected_issue` is `null` in `/tmp/gh-aw/autoloop.json`, the program is file-based **and** has no program issue yet. On the first run, create one with `create-issue`:
 
-- **Title**: `[Autoloop: {program-name}]` (the `[Autoloop] ` prefix is added automatically by the safe-output `title-prefix`, so pass the title as `{program-name}`).
+- **Title**: `[Autoloop: {program-name}]`.
 - **Body**: the contents of the program file (`program.md`) plus a placeholder for the status comment so maintainers know one will be edited in place.
 - **Labels**: `[autoloop-program, automation, autoloop]`.
 
diff --git a/workflows/autoloop.md b/workflows/autoloop.md
index c6bc7f1..b851951 100644
--- a/workflows/autoloop.md
+++ b/workflows/autoloop.md
@@ -35,28 +35,27 @@ network:
   - dotnet
 
 safe-outputs:
+  max-patch-size: 10240
   add-comment:
     max: 7
     target: "*"
     hide-older-comments: false
   create-pull-request:
     draft: true
-    title-prefix: "[Autoloop] "
     labels: [automation, autoloop]
     protected-files: fallback-to-issue
     preserve-branch-name: true
     max: 1
   push-to-pull-request-branch:
     target: "*"
-    title-prefix: "[Autoloop] "
+    title-prefix: "[Autoloop"
     max: 1
   create-issue:
-    title-prefix: "[Autoloop] "
     labels: [automation, autoloop]
     max: 1
   update-issue:
     target: "*"
-    title-prefix: "[Autoloop] "
+    title-prefix: "[Autoloop"
     max: 3
   add-labels:
     target: "*"
@@ -561,7 +560,7 @@ There are no separate "steering" or "experiment log" issues — they have all be
 
 If `selected_issue` is `null` in `/tmp/gh-aw/autoloop.json`, the program is file-based **and** has no program issue yet. On the first run, create one with `create-issue`:
 
-- **Title**: `[Autoloop: {program-name}]` (the `[Autoloop] ` prefix is added automatically by the safe-output `title-prefix`, so pass the title as `{program-name}`).
+- **Title**: `[Autoloop: {program-name}]`.
 - **Body**: the contents of the program file (`program.md`) plus a placeholder for the status comment so maintainers know one will be edited in place.
 - **Labels**: `[autoloop-program, automation, autoloop]`.