diff --git a/.github/workflows/bench-pr.yml b/.github/workflows/bench-pr.yml
index 04ae2714455..4a8758a1674 100644
--- a/.github/workflows/bench-pr.yml
+++ b/.github/workflows/bench-pr.yml
@@ -14,6 +14,9 @@ on:
     branches: ["develop"]
   workflow_dispatch: { }
 
+env:
+  VORTEX_OPERATORS: "true"
+
 permissions:
   actions: write  # for removing labels
   contents: read
@@ -32,7 +35,6 @@ jobs:
           labels: benchmark
 
   bench:
-    needs: label_trigger
     timeout-minutes: 120
     runs-on:
       - runs-on=${{ github.run_id }}
@@ -48,7 +50,8 @@ jobs:
             name: Random Access
           - id: compress
             name: Compression
-    if: ${{ contains(github.event.head_commit.message, '[benchmark]') || github.event.label.name == 'benchmark' && github.event_name == 'pull_request' }}
+    env:
+      VORTEX_OPERATORS: "true"
     steps:
       - uses: runs-on/action@v2
         if: github.event.pull_request.head.repo.fork == false
@@ -133,7 +136,6 @@ jobs:
           comment-tag: bench-pr-comment-${{ matrix.benchmark.id }}
 
   sql:
-    needs: label_trigger
     uses: ./.github/workflows/sql-benchmarks.yml
     secrets: inherit
     with:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 8ad48e0efd5..71d1e88a297 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -8,11 +8,7 @@ name: CI
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: ${{ github.ref != 'refs/heads/develop' }}
-on:
-  push:
-    branches: [develop]
-  pull_request: { }
-  workflow_dispatch: { }
+on: { }
 
 permissions:
   actions: read
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 4c288ee7342..4092a297066 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -4,10 +4,7 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 
-on:
-  push:
-    branches: [develop]
-  workflow_dispatch: { }
+on: { }
 
 permissions:
   contents: read
diff --git a/.github/workflows/labels.yml b/.github/workflows/labels.yml
index 27831333caa..bc7d4a39494 100644
--- a/.github/workflows/labels.yml
+++ b/.github/workflows/labels.yml
@@ -4,10 +4,7 @@ concurrency:
   group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }}
   cancel-in-progress: true
 
-on:
-  pull_request:
-    # Trigger on these PR activities
-    types: [opened, reopened, synchronize, labeled, unlabeled]
+on: { }
 
 jobs:
   check_changelog_label:
diff --git a/.github/workflows/reuse.yml b/.github/workflows/reuse.yml
index e2891f48165..1dd1643418e 100644
--- a/.github/workflows/reuse.yml
+++ b/.github/workflows/reuse.yml
@@ -7,10 +7,7 @@ concurrency:
   # Cancel outdated runs on PRs, but let all develop commits complete.
   cancel-in-progress: ${{ github.ref != 'refs/heads/develop' }}
 
-on:
-  push:
-    branches: [develop]
-  pull_request: { }
+on: { }
 
 jobs:
   reuse-check:
diff --git a/.github/workflows/sql-benchmarks.yml b/.github/workflows/sql-benchmarks.yml
index e239c0da333..3e5a1ad6193 100644
--- a/.github/workflows/sql-benchmarks.yml
+++ b/.github/workflows/sql-benchmarks.yml
@@ -1,5 +1,8 @@
 name: "SQL-related benchmarks"
 
+env:
+  VORTEX_OPERATORS: "true"
+
 on:
   workflow_call:
     inputs:
@@ -94,7 +97,8 @@ jobs:
       fail-fast: false
       matrix:
         include: ${{ fromJSON(inputs.benchmark_matrix) }}
-
+    env:
+      VORTEX_OPERATORS: "true"
     runs-on:
       - runs-on=${{ github.run_id }}
       - family=${{ inputs.machine_type }}
@@ -135,6 +139,7 @@ jobs:
         shell: bash
         env:
           RUST_BACKTRACE: full
+          VORTEX_OPERATORS: "true"
         run: |
           # Generate data, running each query once to make sure they don't panic.
           target/release_debug/query_bench \
@@ -178,6 +183,7 @@ jobs:
           OTEL_EXPORTER_OTLP_ENDPOINT: "${{ (inputs.mode != 'pr' || github.event.pull_request.head.repo.fork == false) && secrets.OTEL_EXPORTER_OTLP_ENDPOINT || '' }}"
           OTEL_EXPORTER_OTLP_HEADERS: "${{ (inputs.mode != 'pr' || github.event.pull_request.head.repo.fork == false) && secrets.OTEL_EXPORTER_OTLP_HEADERS || '' }}"
           OTEL_RESOURCE_ATTRIBUTES: "bench-name=${{ matrix.id }}"
+          VORTEX_OPERATORS: "true"
         run: |
           target/release_debug/query_bench ${{ matrix.subcommand }} \
             -d gh-json \
@@ -196,6 +202,7 @@ jobs:
           OTEL_EXPORTER_OTLP_ENDPOINT: "${{ (inputs.mode != 'pr' || github.event.pull_request.head.repo.fork == false) && secrets.OTEL_EXPORTER_OTLP_ENDPOINT || '' }}"
           OTEL_EXPORTER_OTLP_HEADERS: "${{ (inputs.mode != 'pr' || github.event.pull_request.head.repo.fork == false) && secrets.OTEL_EXPORTER_OTLP_HEADERS || '' }}"
           OTEL_RESOURCE_ATTRIBUTES: "bench-name=${{ matrix.id }}"
+          VORTEX_OPERATORS: "true"
         run: |
           target/release_debug/query_bench ${{ matrix.subcommand }} \
               --use-remote-data-dir ${{ matrix.remote_storage }} \
diff --git a/.github/workflows/typos.yml b/.github/workflows/typos.yml
index e1ca3ab2542..4f0d5fc4969 100644
--- a/.github/workflows/typos.yml
+++ b/.github/workflows/typos.yml
@@ -7,7 +7,7 @@ concurrency:
 permissions:
   contents: read
 
-on: [pull_request]
+on: { }
 
 env:
   CLICOLOR: 1