Code Simplifier: raise bar to avoid trivial micro-changes

.github/workflows/gh-aw-code-simplifier.md

@@ -86,6 +86,16 @@ Simplify overcomplicated code with high-confidence, behavior-preserving refactor
 - If no safe simplification is found, call `noop` with a brief reason.
 - **Most runs should end with `noop`.** Only open a PR for simplifications that are obviously correct at a glance. If a reviewer would need to think hard about whether behavior is preserved, it's not simple enough.
 
+## Bar for merit
+
+A simplification must clear at least one of these bars to be worth submitting:
+
+1. **Style conformance** — the code is a clear outlier compared to the rest of the codebase (e.g., one function uses a verbose pattern that every other function avoids). The change brings it in line with the established style.
+2. **Helper reuse** — an existing utility or helper function already does what the code is reimplementing. The change replaces the inline logic with a call to the existing helper.
+3. **Significant clarity or DRY improvement** — the change meaningfully reduces complexity or duplication (e.g., collapses 10+ lines of tangled logic into 2–3 readable lines, or eliminates a non-trivial copy-paste pattern across multiple sites).
+
+**Do not submit** micro-changes that swap one valid idiom for another (e.g., replacing a two-line map lookup + nil check with a one-line direct access, renaming variables for style, or reordering equivalent expressions). These changes take longer to review than they provide benefit. If the best candidate you found is a micro-change, call `noop`.
+
 ## Step 1: Find candidates
 
 1. Call `generate_agents_md` to get repository conventions (if it fails, continue).
@@ -94,6 +104,8 @@ Simplify overcomplicated code with high-confidence, behavior-preserving refactor
    - redundant conditionals
    - duplicated logic
    - verbose helpers that can be simplified
+   - code that is a style outlier compared to the rest of the codebase
+   - inline logic that reimplements an existing helper
 
 ## Step 2: Select a target
 

.github/workflows/trigger-agent-suggestions.yml

@@ -0,0 +1,16 @@
+name: Agent Suggestions
+on:
+  schedule:
+    - cron: "0 12 * * 1"
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  issues: write
+  pull-requests: read
+
+jobs:
+  run:
+    uses: ./.github/workflows/gh-aw-agent-suggestions.lock.yml
+    secrets:
+      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}

.github/workflows/trigger-mention-in-issue.yml

@@ -15,7 +15,5 @@ jobs:
       github.event.issue.pull_request == null &&
       startsWith(github.event.comment.body, '/ai')
     uses: ./.github/workflows/gh-aw-mention-in-issue.lock.yml
-    with:
-      draft-prs: "false"
     secrets:
       COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}

.github/workflows/trigger-pr-ci-detective.yml

@@ -0,0 +1,21 @@
+name: PR CI Detective
+on:
+  workflow_run:
+    workflows: ["CI", "Build", "Test"]
+    types: [completed]
+
+permissions:
+  actions: read
+  contents: read
+  discussions: write
+  issues: write
+  pull-requests: write  # required by gh-aw compiler for add-comment (github/gh-aw#16673)
+
+jobs:
+  run:
+    if: >-
+      github.event.workflow_run.conclusion == 'failure' &&
+      toJSON(github.event.workflow_run.pull_requests) != '[]'
+    uses: ./.github/workflows/gh-aw-pr-ci-detective.lock.yml
+    secrets:
+      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}

.github/workflows/trigger-pr-ci-fixer.yml

@@ -0,0 +1,23 @@
+name: PR CI Fixer
+on:
+  workflow_dispatch:
+    inputs:
+      workflow-run-id:
+        description: "Failed workflow run ID to analyze"
+        required: true
+        type: string
+
+permissions:
+  actions: read
+  contents: write
+  discussions: write
+  issues: write
+  pull-requests: write  # required by gh-aw compiler for add-comment (github/gh-aw#16673)
+
+jobs:
+  run:
+    uses: ./.github/workflows/gh-aw-pr-ci-fixer.lock.yml
+    with:
+      workflow-run-id: ${{ inputs.workflow-run-id }}
+    secrets:
+      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}

.github/workflows/trigger-release-update.yml

@@ -0,0 +1,16 @@
+name: Release Update Check
+on:
+  schedule:
+    - cron: "0 11 * * 1"
+  workflow_dispatch:
+
+permissions:
+  contents: write
+  issues: write
+  pull-requests: write
+
+jobs:
+  run:
+    uses: ./.github/workflows/gh-aw-release-update.lock.yml
+    secrets:
+      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}

.github/workflows/trigger-semantic-function-clustering.yml

@@ -12,5 +12,7 @@ permissions:
 jobs:
   run:
     uses: ./.github/workflows/gh-aw-semantic-function-clustering.lock.yml
+    with:
+      languages: "go,python,typescript"
     secrets:
       COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}