diff --git a/.changeset/patch-add-aw-context-workflow-dispatch-traceability.md b/.changeset/patch-add-aw-context-workflow-dispatch-traceability.md
new file mode 100644
index 00000000000..be96904a22c
--- /dev/null
+++ b/.changeset/patch-add-aw-context-workflow-dispatch-traceability.md
@@ -0,0 +1,5 @@
+---
+"gh-aw": patch
+---
+
+Add `aw_context` caller metadata propagation for compiled `workflow_dispatch` workflows, so dispatch traceability data is automatically injected at trigger time and surfaced in `aw_info.json`.
diff --git a/.github/workflows/agent-performance-analyzer.lock.yml b/.github/workflows/agent-performance-analyzer.lock.yml
index b79d5774483..064ff3b5284 100644
--- a/.github/workflows/agent-performance-analyzer.lock.yml
+++ b/.github/workflows/agent-performance-analyzer.lock.yml
@@ -34,6 +34,12 @@ name: "Agent Performance Analyzer - Meta-Orchestrator"
   - cron: "43 20 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/agent-persona-explorer.lock.yml b/.github/workflows/agent-persona-explorer.lock.yml
index 78c5a5d2cd6..337c912436c 100644
--- a/.github/workflows/agent-persona-explorer.lock.yml
+++ b/.github/workflows/agent-persona-explorer.lock.yml
@@ -34,6 +34,12 @@ name: "Agent Persona Explorer"
   - cron: "26 15 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/artifacts-summary.lock.yml b/.github/workflows/artifacts-summary.lock.yml
index ff9be19a027..c28ce40364a 100644
--- a/.github/workflows/artifacts-summary.lock.yml
+++ b/.github/workflows/artifacts-summary.lock.yml
@@ -35,6 +35,12 @@ name: "Artifacts Summary"
   - cron: "33 5 * * 0"
     # Friendly format: weekly on sunday around 06:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/audit-workflows.lock.yml b/.github/workflows/audit-workflows.lock.yml
index 19221d499dc..24c6af12e49 100644
--- a/.github/workflows/audit-workflows.lock.yml
+++ b/.github/workflows/audit-workflows.lock.yml
@@ -36,6 +36,12 @@ name: "Agentic Workflow Audit Agent"
   - cron: "12 16 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/auto-triage-issues.lock.yml b/.github/workflows/auto-triage-issues.lock.yml
index 605f0fba71c..f9007d76491 100644
--- a/.github/workflows/auto-triage-issues.lock.yml
+++ b/.github/workflows/auto-triage-issues.lock.yml
@@ -38,6 +38,12 @@ name: "Auto-Triage Issues"
   - cron: "27 */6 * * *"
     # Friendly format: every 6h (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/blog-auditor.lock.yml b/.github/workflows/blog-auditor.lock.yml
index b3e785921c2..2a1d140e686 100644
--- a/.github/workflows/blog-auditor.lock.yml
+++ b/.github/workflows/blog-auditor.lock.yml
@@ -34,6 +34,12 @@ name: "Blog Auditor"
   - cron: "26 11 * * 3"
     # Friendly format: weekly on wednesday around 12:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/bot-detection.lock.yml b/.github/workflows/bot-detection.lock.yml
index f0a55a9256e..0184f166467 100644
--- a/.github/workflows/bot-detection.lock.yml
+++ b/.github/workflows/bot-detection.lock.yml
@@ -29,6 +29,12 @@ name: "Bot Detection"
   schedule:
   - cron: "0 */6 * * *"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/breaking-change-checker.lock.yml b/.github/workflows/breaking-change-checker.lock.yml
index f04134ee43f..a28a11b70c3 100644
--- a/.github/workflows/breaking-change-checker.lock.yml
+++ b/.github/workflows/breaking-change-checker.lock.yml
@@ -35,6 +35,12 @@ name: "Breaking Change Checker"
   - cron: "0 14 * * 1-5"
   # skip-if-match: is:issue is:open in:title "[breaking-change]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/changeset.lock.yml b/.github/workflows/changeset.lock.yml
index 7da61a07fcc..de5fae8575e 100644
--- a/.github/workflows/changeset.lock.yml
+++ b/.github/workflows/changeset.lock.yml
@@ -37,7 +37,13 @@ name: "Changeset Generator"
     # - smoke # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/ci-coach.lock.yml b/.github/workflows/ci-coach.lock.yml
index a28482834b5..f95b247b6b7 100644
--- a/.github/workflows/ci-coach.lock.yml
+++ b/.github/workflows/ci-coach.lock.yml
@@ -36,6 +36,12 @@ name: "CI Optimization Coach"
   schedule:
   - cron: "0 13 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/ci-doctor.lock.yml b/.github/workflows/ci-doctor.lock.yml
index 6dfad8a2dc7..58cda04c3e0 100644
--- a/.github/workflows/ci-doctor.lock.yml
+++ b/.github/workflows/ci-doctor.lock.yml
@@ -35,6 +35,11 @@ name: "CI Failure Doctor"
     - labeled
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       item_number:
         default: ""
         description: The number of the issue, pull request, or discussion
diff --git a/.github/workflows/claude-code-user-docs-review.lock.yml b/.github/workflows/claude-code-user-docs-review.lock.yml
index bf001ffcd2d..0ac1c1087c9 100644
--- a/.github/workflows/claude-code-user-docs-review.lock.yml
+++ b/.github/workflows/claude-code-user-docs-review.lock.yml
@@ -34,6 +34,12 @@ name: "Claude Code User Documentation Review"
   - cron: "13 17 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/cli-consistency-checker.lock.yml b/.github/workflows/cli-consistency-checker.lock.yml
index 7abdc1c4d19..1478f5a9c56 100644
--- a/.github/workflows/cli-consistency-checker.lock.yml
+++ b/.github/workflows/cli-consistency-checker.lock.yml
@@ -29,6 +29,12 @@ name: "CLI Consistency Checker"
   schedule:
   - cron: "0 13 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/cli-version-checker.lock.yml b/.github/workflows/cli-version-checker.lock.yml
index 138ab11c069..b09592d5436 100644
--- a/.github/workflows/cli-version-checker.lock.yml
+++ b/.github/workflows/cli-version-checker.lock.yml
@@ -35,6 +35,12 @@ name: "CLI Version Checker"
   - cron: "45 6 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/code-scanning-fixer.lock.yml b/.github/workflows/code-scanning-fixer.lock.yml
index b3b7333032c..df2bb6953ac 100644
--- a/.github/workflows/code-scanning-fixer.lock.yml
+++ b/.github/workflows/code-scanning-fixer.lock.yml
@@ -32,6 +32,12 @@ name: "Code Scanning Fixer"
 "on":
   # skip-if-match: is:pr is:open in:title "[code-scanning-fix]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/code-simplifier.lock.yml b/.github/workflows/code-simplifier.lock.yml
index 253e59dfaa2..b4540deaace 100644
--- a/.github/workflows/code-simplifier.lock.yml
+++ b/.github/workflows/code-simplifier.lock.yml
@@ -36,6 +36,12 @@ name: "Code Simplifier"
     # Friendly format: daily (scattered)
   # skip-if-match: is:pr is:open in:title "[code-simplifier]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/codex-github-remote-mcp-test.lock.yml b/.github/workflows/codex-github-remote-mcp-test.lock.yml
index 7388331a379..50bf25bcd14 100644
--- a/.github/workflows/codex-github-remote-mcp-test.lock.yml
+++ b/.github/workflows/codex-github-remote-mcp-test.lock.yml
@@ -27,6 +27,12 @@
 name: "Codex GitHub Remote MCP Test"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/commit-changes-analyzer.lock.yml b/.github/workflows/commit-changes-analyzer.lock.yml
index 1223b4a5b63..20bd5d83d11 100644
--- a/.github/workflows/commit-changes-analyzer.lock.yml
+++ b/.github/workflows/commit-changes-analyzer.lock.yml
@@ -32,6 +32,11 @@ name: "Commit Changes Analyzer"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       commit_url:
         description: GitHub commit URL to analyze changes since (e.g., https://github.com/owner/repo/commit/abc123)
         required: true
diff --git a/.github/workflows/constraint-solving-potd.lock.yml b/.github/workflows/constraint-solving-potd.lock.yml
index 052c61dc333..782c2f8b087 100644
--- a/.github/workflows/constraint-solving-potd.lock.yml
+++ b/.github/workflows/constraint-solving-potd.lock.yml
@@ -29,6 +29,12 @@ name: "Constraint Solving — Problem of the Day"
   - cron: "32 16 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/contribution-check.lock.yml b/.github/workflows/contribution-check.lock.yml
index f40da967781..b4cb8be350b 100644
--- a/.github/workflows/contribution-check.lock.yml
+++ b/.github/workflows/contribution-check.lock.yml
@@ -29,6 +29,12 @@ name: "Contribution Check"
   - cron: "49 */4 * * *"
     # Friendly format: every 4 hours (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/copilot-agent-analysis.lock.yml b/.github/workflows/copilot-agent-analysis.lock.yml
index 66738e140bb..49e254ffbb3 100644
--- a/.github/workflows/copilot-agent-analysis.lock.yml
+++ b/.github/workflows/copilot-agent-analysis.lock.yml
@@ -37,6 +37,12 @@ name: "Copilot Agent PR Analysis"
   - cron: "9 10 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/copilot-cli-deep-research.lock.yml b/.github/workflows/copilot-cli-deep-research.lock.yml
index 1b65229cae5..2d7b1e4f3f4 100644
--- a/.github/workflows/copilot-cli-deep-research.lock.yml
+++ b/.github/workflows/copilot-cli-deep-research.lock.yml
@@ -34,6 +34,12 @@ name: "Copilot CLI Deep Research Agent"
   - cron: "50 10 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/copilot-pr-merged-report.lock.yml b/.github/workflows/copilot-pr-merged-report.lock.yml
index fdfea1f848e..6d140faf7b5 100644
--- a/.github/workflows/copilot-pr-merged-report.lock.yml
+++ b/.github/workflows/copilot-pr-merged-report.lock.yml
@@ -37,6 +37,12 @@ name: "Daily Copilot PR Merged Report"
   schedule:
   - cron: "0 15 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/copilot-pr-nlp-analysis.lock.yml b/.github/workflows/copilot-pr-nlp-analysis.lock.yml
index 9aca70d0ab0..ea4110658bc 100644
--- a/.github/workflows/copilot-pr-nlp-analysis.lock.yml
+++ b/.github/workflows/copilot-pr-nlp-analysis.lock.yml
@@ -38,6 +38,12 @@ name: "Copilot PR Conversation NLP Analysis"
   schedule:
   - cron: "0 10 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/copilot-pr-prompt-analysis.lock.yml b/.github/workflows/copilot-pr-prompt-analysis.lock.yml
index 01ee1d11a15..ffd704a20f5 100644
--- a/.github/workflows/copilot-pr-prompt-analysis.lock.yml
+++ b/.github/workflows/copilot-pr-prompt-analysis.lock.yml
@@ -37,6 +37,12 @@ name: "Copilot PR Prompt Pattern Analysis"
   - cron: "11 10 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/copilot-session-insights.lock.yml b/.github/workflows/copilot-session-insights.lock.yml
index de7042215b3..04e050002b5 100644
--- a/.github/workflows/copilot-session-insights.lock.yml
+++ b/.github/workflows/copilot-session-insights.lock.yml
@@ -39,6 +39,12 @@ name: "Copilot Session Insights"
   - cron: "47 21 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-architecture-diagram.lock.yml b/.github/workflows/daily-architecture-diagram.lock.yml
index bcc70cc3687..009a94f5171 100644
--- a/.github/workflows/daily-architecture-diagram.lock.yml
+++ b/.github/workflows/daily-architecture-diagram.lock.yml
@@ -34,6 +34,12 @@ name: "Architecture Diagram Generator"
   - cron: "38 8 * * *"
     # Friendly format: daily around 08:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-assign-issue-to-user.lock.yml b/.github/workflows/daily-assign-issue-to-user.lock.yml
index 4eef912474d..91ad151bc8b 100644
--- a/.github/workflows/daily-assign-issue-to-user.lock.yml
+++ b/.github/workflows/daily-assign-issue-to-user.lock.yml
@@ -29,6 +29,12 @@ name: "Auto-Assign Issue"
   - cron: "5 14 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-choice-test.lock.yml b/.github/workflows/daily-choice-test.lock.yml
index ffeec0d6859..c41181bf5e9 100644
--- a/.github/workflows/daily-choice-test.lock.yml
+++ b/.github/workflows/daily-choice-test.lock.yml
@@ -29,6 +29,12 @@ name: "Daily Choice Type Test"
   schedule:
   - cron: "0 12 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-cli-performance.lock.yml b/.github/workflows/daily-cli-performance.lock.yml
index 96db6432ff3..e5c3584e2a9 100644
--- a/.github/workflows/daily-cli-performance.lock.yml
+++ b/.github/workflows/daily-cli-performance.lock.yml
@@ -58,6 +58,12 @@ name: "Daily CLI Performance Agent"
         # core.info(`has_changes=${hasChanges}`);
         # core.setOutput('has_changes', hasChanges ? 'true' : 'false');
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-cli-tools-tester.lock.yml b/.github/workflows/daily-cli-tools-tester.lock.yml
index 47108970880..5d21091b525 100644
--- a/.github/workflows/daily-cli-tools-tester.lock.yml
+++ b/.github/workflows/daily-cli-tools-tester.lock.yml
@@ -34,6 +34,12 @@ name: "Daily CLI Tools Exploratory Tester"
   - cron: "24 4 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-code-metrics.lock.yml b/.github/workflows/daily-code-metrics.lock.yml
index 31d394f02e9..c13377c57b7 100644
--- a/.github/workflows/daily-code-metrics.lock.yml
+++ b/.github/workflows/daily-code-metrics.lock.yml
@@ -36,6 +36,12 @@ name: "Daily Code Metrics and Trend Tracking Agent"
   - cron: "29 18 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-community-attribution.lock.yml b/.github/workflows/daily-community-attribution.lock.yml
index 2f56317b7f5..5d4a47d2f92 100644
--- a/.github/workflows/daily-community-attribution.lock.yml
+++ b/.github/workflows/daily-community-attribution.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Community Attribution Updater"
   - cron: "37 6 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-compiler-quality.lock.yml b/.github/workflows/daily-compiler-quality.lock.yml
index 3c2988661a4..739ffc93e53 100644
--- a/.github/workflows/daily-compiler-quality.lock.yml
+++ b/.github/workflows/daily-compiler-quality.lock.yml
@@ -35,6 +35,12 @@ name: "Daily Compiler Quality Check"
   - cron: "5 0 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-copilot-token-report.lock.yml b/.github/workflows/daily-copilot-token-report.lock.yml
index 3a986caa34c..1ff35f7a1fd 100644
--- a/.github/workflows/daily-copilot-token-report.lock.yml
+++ b/.github/workflows/daily-copilot-token-report.lock.yml
@@ -35,6 +35,12 @@ name: "Daily Copilot Token Consumption Report"
   schedule:
   - cron: "0 11 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-doc-healer.lock.yml b/.github/workflows/daily-doc-healer.lock.yml
index eb0cb6ff71e..91ebe1cb6b1 100644
--- a/.github/workflows/daily-doc-healer.lock.yml
+++ b/.github/workflows/daily-doc-healer.lock.yml
@@ -35,6 +35,12 @@ name: "Daily Documentation Healer"
   - cron: "24 8 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-doc-updater.lock.yml b/.github/workflows/daily-doc-updater.lock.yml
index 64921c4f073..a746559e427 100644
--- a/.github/workflows/daily-doc-updater.lock.yml
+++ b/.github/workflows/daily-doc-updater.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Documentation Updater"
   - cron: "38 18 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-fact.lock.yml b/.github/workflows/daily-fact.lock.yml
index 3aa021f6ff1..068a70fed23 100644
--- a/.github/workflows/daily-fact.lock.yml
+++ b/.github/workflows/daily-fact.lock.yml
@@ -31,6 +31,12 @@ name: "Daily Fact About gh-aw"
   schedule:
   - cron: "0 11 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-file-diet.lock.yml b/.github/workflows/daily-file-diet.lock.yml
index 4ddb12bc0c5..1212c418d68 100644
--- a/.github/workflows/daily-file-diet.lock.yml
+++ b/.github/workflows/daily-file-diet.lock.yml
@@ -37,6 +37,12 @@ name: "Daily File Diet"
   - cron: "0 13 * * 1-5"
   # skip-if-match: is:issue is:open in:title "[file-diet]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-firewall-report.lock.yml b/.github/workflows/daily-firewall-report.lock.yml
index ff9685bdd1a..00de46da519 100644
--- a/.github/workflows/daily-firewall-report.lock.yml
+++ b/.github/workflows/daily-firewall-report.lock.yml
@@ -35,6 +35,12 @@ name: "Daily Firewall Logs Collector and Reporter"
   - cron: "37 0 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-function-namer.lock.yml b/.github/workflows/daily-function-namer.lock.yml
index e5e916ca420..08ea7b713f6 100644
--- a/.github/workflows/daily-function-namer.lock.yml
+++ b/.github/workflows/daily-function-namer.lock.yml
@@ -35,6 +35,12 @@ name: "Daily Go Function Namer"
   - cron: "12 5 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-integrity-analysis.lock.yml b/.github/workflows/daily-integrity-analysis.lock.yml
index 39f719ca10a..a661135db26 100644
--- a/.github/workflows/daily-integrity-analysis.lock.yml
+++ b/.github/workflows/daily-integrity-analysis.lock.yml
@@ -35,6 +35,12 @@ name: "Daily DIFC Integrity-Filtered Events Analyzer"
   - cron: "54 9 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-issues-report.lock.yml b/.github/workflows/daily-issues-report.lock.yml
index d23734cea1f..141cd957213 100644
--- a/.github/workflows/daily-issues-report.lock.yml
+++ b/.github/workflows/daily-issues-report.lock.yml
@@ -39,6 +39,12 @@ name: "Daily Issues Report Generator"
   - cron: "45 20 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-malicious-code-scan.lock.yml b/.github/workflows/daily-malicious-code-scan.lock.yml
index 281b2a695f9..415e26ae115 100644
--- a/.github/workflows/daily-malicious-code-scan.lock.yml
+++ b/.github/workflows/daily-malicious-code-scan.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Malicious Code Scan Agent"
   - cron: "24 9 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-mcp-concurrency-analysis.lock.yml b/.github/workflows/daily-mcp-concurrency-analysis.lock.yml
index a6a4e6369ba..69fc542a08e 100644
--- a/.github/workflows/daily-mcp-concurrency-analysis.lock.yml
+++ b/.github/workflows/daily-mcp-concurrency-analysis.lock.yml
@@ -34,6 +34,12 @@ name: "Daily MCP Tool Concurrency Analysis"
   schedule:
   - cron: "0 9 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-multi-device-docs-tester.lock.yml b/.github/workflows/daily-multi-device-docs-tester.lock.yml
index 1e309e11013..cd9d51e0857 100644
--- a/.github/workflows/daily-multi-device-docs-tester.lock.yml
+++ b/.github/workflows/daily-multi-device-docs-tester.lock.yml
@@ -36,6 +36,11 @@ name: "Multi-Device Docs Tester"
     # Friendly format: daily (scattered)
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       devices:
         default: mobile,tablet,desktop
         description: "Device types to test (comma-separated: mobile,tablet,desktop)"
diff --git a/.github/workflows/daily-news.lock.yml b/.github/workflows/daily-news.lock.yml
index 154dff0ab62..a48d6f30b16 100644
--- a/.github/workflows/daily-news.lock.yml
+++ b/.github/workflows/daily-news.lock.yml
@@ -37,6 +37,12 @@ name: "Daily News"
   schedule:
   - cron: "0 9 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-observability-report.lock.yml b/.github/workflows/daily-observability-report.lock.yml
index fe98a6c66aa..04e200898b4 100644
--- a/.github/workflows/daily-observability-report.lock.yml
+++ b/.github/workflows/daily-observability-report.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Observability Report for AWF Firewall and MCP Gateway"
   - cron: "14 4 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-performance-summary.lock.yml b/.github/workflows/daily-performance-summary.lock.yml
index d4ae04ae8aa..434bb5d0135 100644
--- a/.github/workflows/daily-performance-summary.lock.yml
+++ b/.github/workflows/daily-performance-summary.lock.yml
@@ -36,6 +36,12 @@ name: "Daily Project Performance Summary Generator (Using MCP Scripts)"
   - cron: "51 8 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-regulatory.lock.yml b/.github/workflows/daily-regulatory.lock.yml
index b4f6c5f39f5..769637b4d66 100644
--- a/.github/workflows/daily-regulatory.lock.yml
+++ b/.github/workflows/daily-regulatory.lock.yml
@@ -35,6 +35,12 @@ name: "Daily Regulatory Report Generator"
   - cron: "52 23 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-rendering-scripts-verifier.lock.yml b/.github/workflows/daily-rendering-scripts-verifier.lock.yml
index 49f9cc5b609..64d90454b58 100644
--- a/.github/workflows/daily-rendering-scripts-verifier.lock.yml
+++ b/.github/workflows/daily-rendering-scripts-verifier.lock.yml
@@ -36,6 +36,12 @@ name: "Daily Rendering Scripts Verifier"
     # Friendly format: daily (scattered)
   # skip-if-match: is:pr is:open in:title "[rendering-scripts]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-repo-chronicle.lock.yml b/.github/workflows/daily-repo-chronicle.lock.yml
index f3aa53bbd12..89d98a6f099 100644
--- a/.github/workflows/daily-repo-chronicle.lock.yml
+++ b/.github/workflows/daily-repo-chronicle.lock.yml
@@ -35,6 +35,12 @@ name: "The Daily Repository Chronicle"
   schedule:
   - cron: "0 16 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-safe-output-integrator.lock.yml b/.github/workflows/daily-safe-output-integrator.lock.yml
index ee8be544a1c..b9cd9bffa5b 100644
--- a/.github/workflows/daily-safe-output-integrator.lock.yml
+++ b/.github/workflows/daily-safe-output-integrator.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Safe Output Integrator"
   - cron: "19 5 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-safe-output-optimizer.lock.yml b/.github/workflows/daily-safe-output-optimizer.lock.yml
index baad4561adf..1b333f16093 100644
--- a/.github/workflows/daily-safe-output-optimizer.lock.yml
+++ b/.github/workflows/daily-safe-output-optimizer.lock.yml
@@ -38,6 +38,12 @@ name: "Daily Safe Output Tool Optimizer"
     # Friendly format: daily (scattered)
   # skip-if-match: is:issue is:open in:title "[safeoutputs]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-safe-outputs-conformance.lock.yml b/.github/workflows/daily-safe-outputs-conformance.lock.yml
index 710230f2369..015c88f814c 100644
--- a/.github/workflows/daily-safe-outputs-conformance.lock.yml
+++ b/.github/workflows/daily-safe-outputs-conformance.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Safe Outputs Conformance Checker"
   - cron: "16 15 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-secrets-analysis.lock.yml b/.github/workflows/daily-secrets-analysis.lock.yml
index 4e48cfde4c9..2947ecd2d9e 100644
--- a/.github/workflows/daily-secrets-analysis.lock.yml
+++ b/.github/workflows/daily-secrets-analysis.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Secrets Analysis Agent"
   - cron: "38 4 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-security-red-team.lock.yml b/.github/workflows/daily-security-red-team.lock.yml
index bd8df10150f..c83593c195b 100644
--- a/.github/workflows/daily-security-red-team.lock.yml
+++ b/.github/workflows/daily-security-red-team.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Security Red Team Agent"
   - cron: "34 12 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-semgrep-scan.lock.yml b/.github/workflows/daily-semgrep-scan.lock.yml
index 6bfcf7024c1..cc71319136f 100644
--- a/.github/workflows/daily-semgrep-scan.lock.yml
+++ b/.github/workflows/daily-semgrep-scan.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Semgrep Scan"
   - cron: "11 18 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-syntax-error-quality.lock.yml b/.github/workflows/daily-syntax-error-quality.lock.yml
index 0918708c4a8..aef1d8ded52 100644
--- a/.github/workflows/daily-syntax-error-quality.lock.yml
+++ b/.github/workflows/daily-syntax-error-quality.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Syntax Error Quality Check"
   - cron: "38 11 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-team-evolution-insights.lock.yml b/.github/workflows/daily-team-evolution-insights.lock.yml
index 0599980ffc5..321180933eb 100644
--- a/.github/workflows/daily-team-evolution-insights.lock.yml
+++ b/.github/workflows/daily-team-evolution-insights.lock.yml
@@ -34,6 +34,12 @@ name: "Daily Team Evolution Insights"
   - cron: "31 9 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-team-status.lock.yml b/.github/workflows/daily-team-status.lock.yml
index b173f88df3a..48ed2d2446c 100644
--- a/.github/workflows/daily-team-status.lock.yml
+++ b/.github/workflows/daily-team-status.lock.yml
@@ -40,7 +40,13 @@ name: "Daily Team Status"
 "on":
   schedule:
   - cron: "0 9 * * 1-5"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-testify-uber-super-expert.lock.yml b/.github/workflows/daily-testify-uber-super-expert.lock.yml
index d8ba2d98371..2529b41af66 100644
--- a/.github/workflows/daily-testify-uber-super-expert.lock.yml
+++ b/.github/workflows/daily-testify-uber-super-expert.lock.yml
@@ -38,6 +38,12 @@ name: "Daily Testify Uber Super Expert"
     # Friendly format: daily (scattered)
   # skip-if-match: is:issue is:open in:title "[testify-expert]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/daily-workflow-updater.lock.yml b/.github/workflows/daily-workflow-updater.lock.yml
index ee0be0508eb..3743eed96c5 100644
--- a/.github/workflows/daily-workflow-updater.lock.yml
+++ b/.github/workflows/daily-workflow-updater.lock.yml
@@ -30,6 +30,12 @@ name: "Daily Workflow Updater"
   - cron: "17 6 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/dead-code-remover.lock.yml b/.github/workflows/dead-code-remover.lock.yml
index 266c2795f04..1315e16fc45 100644
--- a/.github/workflows/dead-code-remover.lock.yml
+++ b/.github/workflows/dead-code-remover.lock.yml
@@ -35,6 +35,12 @@ name: "Dead Code Removal Agent"
     # Friendly format: daily (scattered)
   # skip-if-match: is:pr is:open in:title "[dead-code] " # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/deep-report.lock.yml b/.github/workflows/deep-report.lock.yml
index 1636717a7dd..95e47c0494c 100644
--- a/.github/workflows/deep-report.lock.yml
+++ b/.github/workflows/deep-report.lock.yml
@@ -36,6 +36,12 @@ name: "DeepReport - Intelligence Gathering Agent"
   schedule:
   - cron: "0 15 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/delight.lock.yml b/.github/workflows/delight.lock.yml
index 94fce1b65e9..c4da0685165 100644
--- a/.github/workflows/delight.lock.yml
+++ b/.github/workflows/delight.lock.yml
@@ -35,6 +35,12 @@ name: "Delight"
   - cron: "25 18 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/dependabot-burner.lock.yml b/.github/workflows/dependabot-burner.lock.yml
index cf2b8db260d..6438b2bafed 100644
--- a/.github/workflows/dependabot-burner.lock.yml
+++ b/.github/workflows/dependabot-burner.lock.yml
@@ -33,6 +33,12 @@ name: "Dependabot Burner"
   - cron: "27 4 * * 0"
     # Friendly format: weekly (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/dependabot-go-checker.lock.yml b/.github/workflows/dependabot-go-checker.lock.yml
index cd95e8709c1..c8582341f10 100644
--- a/.github/workflows/dependabot-go-checker.lock.yml
+++ b/.github/workflows/dependabot-go-checker.lock.yml
@@ -33,6 +33,12 @@ name: "Dependabot Dependency Checker"
   schedule:
   - cron: "0 9 * * 1,3,5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/dev.lock.yml b/.github/workflows/dev.lock.yml
index 07c95499da0..3fc9a3b0d18 100644
--- a/.github/workflows/dev.lock.yml
+++ b/.github/workflows/dev.lock.yml
@@ -29,6 +29,12 @@ name: "Dev"
   schedule:
   - cron: "0 9 * * *"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/developer-docs-consolidator.lock.yml b/.github/workflows/developer-docs-consolidator.lock.yml
index 9719f821f79..a44ddb93799 100644
--- a/.github/workflows/developer-docs-consolidator.lock.yml
+++ b/.github/workflows/developer-docs-consolidator.lock.yml
@@ -36,6 +36,12 @@ name: "Developer Documentation Consolidator"
   - cron: "34 4 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/dictation-prompt.lock.yml b/.github/workflows/dictation-prompt.lock.yml
index bcfb37c9208..a04752c126c 100644
--- a/.github/workflows/dictation-prompt.lock.yml
+++ b/.github/workflows/dictation-prompt.lock.yml
@@ -34,6 +34,12 @@ name: "Dictation Prompt Generator"
   schedule:
   - cron: "0 6 * * 0"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/discussion-task-miner.lock.yml b/.github/workflows/discussion-task-miner.lock.yml
index ad1040efe6a..d6358b80800 100644
--- a/.github/workflows/discussion-task-miner.lock.yml
+++ b/.github/workflows/discussion-task-miner.lock.yml
@@ -35,6 +35,12 @@ name: "Discussion Task Miner - Code Quality Improvement Agent"
   - cron: "40 */6 * * *"
     # Friendly format: every 6h (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/docs-noob-tester.lock.yml b/.github/workflows/docs-noob-tester.lock.yml
index ded94733bb4..8e3b8f3513d 100644
--- a/.github/workflows/docs-noob-tester.lock.yml
+++ b/.github/workflows/docs-noob-tester.lock.yml
@@ -35,6 +35,12 @@ name: "Documentation Noob Tester"
   - cron: "20 4 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/draft-pr-cleanup.lock.yml b/.github/workflows/draft-pr-cleanup.lock.yml
index 35d796975da..ffe4fc14a72 100644
--- a/.github/workflows/draft-pr-cleanup.lock.yml
+++ b/.github/workflows/draft-pr-cleanup.lock.yml
@@ -30,6 +30,12 @@ name: "Draft PR Cleanup"
   - cron: "31 19 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/duplicate-code-detector.lock.yml b/.github/workflows/duplicate-code-detector.lock.yml
index 3920e87ba28..0e65fcab260 100644
--- a/.github/workflows/duplicate-code-detector.lock.yml
+++ b/.github/workflows/duplicate-code-detector.lock.yml
@@ -35,6 +35,12 @@ name: "Duplicate Code Detector"
   - cron: "44 3 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/example-permissions-warning.lock.yml b/.github/workflows/example-permissions-warning.lock.yml
index be7b15ecb79..a3a13e31faa 100644
--- a/.github/workflows/example-permissions-warning.lock.yml
+++ b/.github/workflows/example-permissions-warning.lock.yml
@@ -27,6 +27,12 @@
 name: "Example: Properly Provisioned Permissions"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/example-workflow-analyzer.lock.yml b/.github/workflows/example-workflow-analyzer.lock.yml
index d214c0f6568..db5d16639c0 100644
--- a/.github/workflows/example-workflow-analyzer.lock.yml
+++ b/.github/workflows/example-workflow-analyzer.lock.yml
@@ -34,6 +34,12 @@ name: "Weekly Workflow Analysis"
   - cron: "12 9 * * 1"
     # Friendly format: weekly on monday around 09:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/firewall-escape.lock.yml b/.github/workflows/firewall-escape.lock.yml
index 57614fd35b3..e662c7c7f86 100644
--- a/.github/workflows/firewall-escape.lock.yml
+++ b/.github/workflows/firewall-escape.lock.yml
@@ -35,6 +35,12 @@ name: "The Great Escapi"
   - cron: "42 15 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/firewall.lock.yml b/.github/workflows/firewall.lock.yml
index f53ed556c6c..ca1d938f9f1 100644
--- a/.github/workflows/firewall.lock.yml
+++ b/.github/workflows/firewall.lock.yml
@@ -27,6 +27,12 @@
 name: "Firewall Test Agent"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/functional-pragmatist.lock.yml b/.github/workflows/functional-pragmatist.lock.yml
index 5c289efe541..5f238cb5ea5 100644
--- a/.github/workflows/functional-pragmatist.lock.yml
+++ b/.github/workflows/functional-pragmatist.lock.yml
@@ -33,6 +33,12 @@ name: "Functional Pragmatist"
   schedule:
   - cron: "0 9 * * 2,4"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/github-mcp-structural-analysis.lock.yml b/.github/workflows/github-mcp-structural-analysis.lock.yml
index cc6de304be1..e0fa1b16931 100644
--- a/.github/workflows/github-mcp-structural-analysis.lock.yml
+++ b/.github/workflows/github-mcp-structural-analysis.lock.yml
@@ -34,6 +34,12 @@ name: "GitHub MCP Structural Analysis"
   schedule:
   - cron: "0 11 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/github-mcp-tools-report.lock.yml b/.github/workflows/github-mcp-tools-report.lock.yml
index a9849882d8c..b2050ab4f8f 100644
--- a/.github/workflows/github-mcp-tools-report.lock.yml
+++ b/.github/workflows/github-mcp-tools-report.lock.yml
@@ -34,6 +34,12 @@ name: "GitHub MCP Remote Server Tools Report Generator"
   - cron: "20 12 * * 0"
     # Friendly format: weekly on sunday around 12:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/github-remote-mcp-auth-test.lock.yml b/.github/workflows/github-remote-mcp-auth-test.lock.yml
index f37898939f8..1007ef17aa2 100644
--- a/.github/workflows/github-remote-mcp-auth-test.lock.yml
+++ b/.github/workflows/github-remote-mcp-auth-test.lock.yml
@@ -30,6 +30,12 @@ name: "GitHub Remote MCP Authentication Test"
   - cron: "5 20 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/glossary-maintainer.lock.yml b/.github/workflows/glossary-maintainer.lock.yml
index 4b93531d9b0..2bf4b77af38 100644
--- a/.github/workflows/glossary-maintainer.lock.yml
+++ b/.github/workflows/glossary-maintainer.lock.yml
@@ -36,6 +36,12 @@ name: "Glossary Maintainer"
   schedule:
   - cron: "0 10 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/go-fan.lock.yml b/.github/workflows/go-fan.lock.yml
index 3d200d52dc0..88b68b62d5d 100644
--- a/.github/workflows/go-fan.lock.yml
+++ b/.github/workflows/go-fan.lock.yml
@@ -34,6 +34,12 @@ name: "Go Fan"
   schedule:
   - cron: "0 7 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/go-logger.lock.yml b/.github/workflows/go-logger.lock.yml
index 072b6bbf5d5..d9006c58744 100644
--- a/.github/workflows/go-logger.lock.yml
+++ b/.github/workflows/go-logger.lock.yml
@@ -34,6 +34,12 @@ name: "Go Logger Enhancement"
   - cron: "29 14 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/go-pattern-detector.lock.yml b/.github/workflows/go-pattern-detector.lock.yml
index 138661c9876..92805c30ba0 100644
--- a/.github/workflows/go-pattern-detector.lock.yml
+++ b/.github/workflows/go-pattern-detector.lock.yml
@@ -34,6 +34,12 @@ name: "Go Pattern Detector"
   schedule:
   - cron: "0 14 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/gpclean.lock.yml b/.github/workflows/gpclean.lock.yml
index 49f2d60d775..6f93e2fb019 100644
--- a/.github/workflows/gpclean.lock.yml
+++ b/.github/workflows/gpclean.lock.yml
@@ -34,6 +34,12 @@ name: "GPL Dependency Cleaner (gpclean)"
   - cron: "40 6 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/hourly-ci-cleaner.lock.yml b/.github/workflows/hourly-ci-cleaner.lock.yml
index 342cff66c80..2448f7fe60b 100644
--- a/.github/workflows/hourly-ci-cleaner.lock.yml
+++ b/.github/workflows/hourly-ci-cleaner.lock.yml
@@ -33,6 +33,12 @@ name: "CI Cleaner"
   schedule:
   - cron: "0 6,18 * * *"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/instructions-janitor.lock.yml b/.github/workflows/instructions-janitor.lock.yml
index 5864ad65b52..e7a24daf273 100644
--- a/.github/workflows/instructions-janitor.lock.yml
+++ b/.github/workflows/instructions-janitor.lock.yml
@@ -30,6 +30,12 @@ name: "Instructions Janitor"
   - cron: "29 4 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/issue-arborist.lock.yml b/.github/workflows/issue-arborist.lock.yml
index 5694fa08941..b9624a50b21 100644
--- a/.github/workflows/issue-arborist.lock.yml
+++ b/.github/workflows/issue-arborist.lock.yml
@@ -35,6 +35,12 @@ name: "Issue Arborist"
   - cron: "54 7 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/issue-monster.lock.yml b/.github/workflows/issue-monster.lock.yml
index 27158fb3346..f930ce5945e 100644
--- a/.github/workflows/issue-monster.lock.yml
+++ b/.github/workflows/issue-monster.lock.yml
@@ -389,6 +389,12 @@ name: "Issue Monster"
           # core.setOutput('has_issues', 'false');
         # }
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/issue-triage-agent.lock.yml b/.github/workflows/issue-triage-agent.lock.yml
index 5b6d44b7d8c..93cc59f67f6 100644
--- a/.github/workflows/issue-triage-agent.lock.yml
+++ b/.github/workflows/issue-triage-agent.lock.yml
@@ -32,6 +32,12 @@ name: "Issue Triage Agent"
   schedule:
   - cron: "0 14 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/jsweep.lock.yml b/.github/workflows/jsweep.lock.yml
index 9c146112454..79d5cf83b96 100644
--- a/.github/workflows/jsweep.lock.yml
+++ b/.github/workflows/jsweep.lock.yml
@@ -30,6 +30,12 @@ name: "jsweep - JavaScript Unbloater"
   - cron: "40 21 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/layout-spec-maintainer.lock.yml b/.github/workflows/layout-spec-maintainer.lock.yml
index 66d5618c919..37615c2774e 100644
--- a/.github/workflows/layout-spec-maintainer.lock.yml
+++ b/.github/workflows/layout-spec-maintainer.lock.yml
@@ -29,6 +29,12 @@ name: "Layout Specification Maintainer"
   schedule:
   - cron: "0 7 * * 1"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/lockfile-stats.lock.yml b/.github/workflows/lockfile-stats.lock.yml
index 38ee0d0da5f..1e4a5cc5502 100644
--- a/.github/workflows/lockfile-stats.lock.yml
+++ b/.github/workflows/lockfile-stats.lock.yml
@@ -34,6 +34,12 @@ name: "Lockfile Statistics Analysis Agent"
   - cron: "21 5 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/mcp-inspector.lock.yml b/.github/workflows/mcp-inspector.lock.yml
index 4de3c8765cd..f97bfeb8cb6 100644
--- a/.github/workflows/mcp-inspector.lock.yml
+++ b/.github/workflows/mcp-inspector.lock.yml
@@ -49,6 +49,12 @@ name: "MCP Inspector Agent"
   - cron: "35 18 * * 1"
     # Friendly format: weekly on monday around 18:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/metrics-collector.lock.yml b/.github/workflows/metrics-collector.lock.yml
index 492aa8b9d4e..62027ddde1b 100644
--- a/.github/workflows/metrics-collector.lock.yml
+++ b/.github/workflows/metrics-collector.lock.yml
@@ -30,6 +30,12 @@ name: "Metrics Collector - Infrastructure Agent"
   - cron: "47 16 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/notion-issue-summary.lock.yml b/.github/workflows/notion-issue-summary.lock.yml
index 42fabc73d49..399d2fd550f 100644
--- a/.github/workflows/notion-issue-summary.lock.yml
+++ b/.github/workflows/notion-issue-summary.lock.yml
@@ -32,6 +32,11 @@ name: "Issue Summary to Notion"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       issue-number:
         description: Issue number to analyze
         required: true
diff --git a/.github/workflows/org-health-report.lock.yml b/.github/workflows/org-health-report.lock.yml
index 1188c32e2c0..208574679de 100644
--- a/.github/workflows/org-health-report.lock.yml
+++ b/.github/workflows/org-health-report.lock.yml
@@ -36,6 +36,12 @@ name: "Organization Health Report"
   - cron: "11 8 * * 1"
     # Friendly format: weekly on monday around 09:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/pdf-summary.lock.yml b/.github/workflows/pdf-summary.lock.yml
index 4c54c836ba3..cff7d5321be 100644
--- a/.github/workflows/pdf-summary.lock.yml
+++ b/.github/workflows/pdf-summary.lock.yml
@@ -41,6 +41,11 @@ name: "Resource Summarizer Agent"
     - reopened
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       query:
         default: summarize in the context of this repository
         description: Query or question to answer about the resource(s)
diff --git a/.github/workflows/poem-bot.lock.yml b/.github/workflows/poem-bot.lock.yml
index bb2845db60d..e777e9ba186 100644
--- a/.github/workflows/poem-bot.lock.yml
+++ b/.github/workflows/poem-bot.lock.yml
@@ -40,6 +40,11 @@ name: "Poem Bot - A Creative Agentic Workflow"
   # - maintainer # Roles processed as role check in pre-activation job
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       poem_theme:
         default: technology and automation
         description: Theme for the generated poem
diff --git a/.github/workflows/portfolio-analyst.lock.yml b/.github/workflows/portfolio-analyst.lock.yml
index 26b0dbbc2c5..f997438e4e1 100644
--- a/.github/workflows/portfolio-analyst.lock.yml
+++ b/.github/workflows/portfolio-analyst.lock.yml
@@ -36,6 +36,12 @@ name: "Automated Portfolio Analyst"
   - cron: "50 8 * * 1"
     # Friendly format: weekly on monday around 09:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/pr-triage-agent.lock.yml b/.github/workflows/pr-triage-agent.lock.yml
index 11837662a73..0e98008162d 100644
--- a/.github/workflows/pr-triage-agent.lock.yml
+++ b/.github/workflows/pr-triage-agent.lock.yml
@@ -29,6 +29,12 @@ name: "PR Triage Agent"
   schedule:
   - cron: "0 */6 * * *"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/prompt-clustering-analysis.lock.yml b/.github/workflows/prompt-clustering-analysis.lock.yml
index 228ca4eb3f9..54798a85b3f 100644
--- a/.github/workflows/prompt-clustering-analysis.lock.yml
+++ b/.github/workflows/prompt-clustering-analysis.lock.yml
@@ -38,6 +38,12 @@ name: "Copilot Agent Prompt Clustering Analysis"
   - cron: "40 14 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/python-data-charts.lock.yml b/.github/workflows/python-data-charts.lock.yml
index cdcc8a6cef6..78bd031e3ca 100644
--- a/.github/workflows/python-data-charts.lock.yml
+++ b/.github/workflows/python-data-charts.lock.yml
@@ -33,6 +33,12 @@
 name: "Python Data Visualization Generator"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/refiner.lock.yml b/.github/workflows/refiner.lock.yml
index 28c3ef86bdb..c9bfd55e062 100644
--- a/.github/workflows/refiner.lock.yml
+++ b/.github/workflows/refiner.lock.yml
@@ -33,6 +33,11 @@ name: "Code Refiner"
     - labeled
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       item_number:
         default: ""
         description: The number of the pull request
diff --git a/.github/workflows/release.lock.yml b/.github/workflows/release.lock.yml
index 27ca317782b..a4f73ee4372 100644
--- a/.github/workflows/release.lock.yml
+++ b/.github/workflows/release.lock.yml
@@ -35,6 +35,11 @@ name: "Release"
   # - maintainer # Roles processed as role check in pre-activation job
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       release_type:
         default: patch
         description: Release type (patch, minor, or major)
diff --git a/.github/workflows/repo-audit-analyzer.lock.yml b/.github/workflows/repo-audit-analyzer.lock.yml
index 52ec2f2943c..003b4ceab77 100644
--- a/.github/workflows/repo-audit-analyzer.lock.yml
+++ b/.github/workflows/repo-audit-analyzer.lock.yml
@@ -32,6 +32,11 @@ name: "Repository Audit & Agentic Workflow Opportunity Analyzer"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       repository:
         default: FStarLang/FStar
         description: Target repository to audit (e.g., FStarLang/FStar)
diff --git a/.github/workflows/repo-tree-map.lock.yml b/.github/workflows/repo-tree-map.lock.yml
index adca8ec1530..549a60464a6 100644
--- a/.github/workflows/repo-tree-map.lock.yml
+++ b/.github/workflows/repo-tree-map.lock.yml
@@ -34,6 +34,12 @@ name: "Repository Tree Map Generator"
   - cron: "50 15 * * 1"
     # Friendly format: weekly on monday around 15:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/repository-quality-improver.lock.yml b/.github/workflows/repository-quality-improver.lock.yml
index 87807e1833a..064e2a03d4c 100644
--- a/.github/workflows/repository-quality-improver.lock.yml
+++ b/.github/workflows/repository-quality-improver.lock.yml
@@ -34,6 +34,12 @@ name: "Repository Quality Improvement Agent"
   schedule:
   - cron: "0 13 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/research.lock.yml b/.github/workflows/research.lock.yml
index bb28c735d81..45c3c58885f 100644
--- a/.github/workflows/research.lock.yml
+++ b/.github/workflows/research.lock.yml
@@ -33,6 +33,11 @@ name: "Basic Research Agent"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       topic:
         description: Research topic or question to investigate
         required: true
diff --git a/.github/workflows/safe-output-health.lock.yml b/.github/workflows/safe-output-health.lock.yml
index 0f8661ce2b3..7a58068c0c0 100644
--- a/.github/workflows/safe-output-health.lock.yml
+++ b/.github/workflows/safe-output-health.lock.yml
@@ -36,6 +36,12 @@ name: "Safe Output Health Monitor"
   - cron: "32 23 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/schema-consistency-checker.lock.yml b/.github/workflows/schema-consistency-checker.lock.yml
index 29d3703fd66..73f04f59b38 100644
--- a/.github/workflows/schema-consistency-checker.lock.yml
+++ b/.github/workflows/schema-consistency-checker.lock.yml
@@ -34,6 +34,12 @@ name: "Schema Consistency Checker"
   - cron: "24 16 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/schema-feature-coverage.lock.yml b/.github/workflows/schema-feature-coverage.lock.yml
index 14f156f58e7..b5d48956a87 100644
--- a/.github/workflows/schema-feature-coverage.lock.yml
+++ b/.github/workflows/schema-feature-coverage.lock.yml
@@ -30,6 +30,12 @@ name: "Schema Feature Coverage Checker"
   - cron: "24 6 * * 1"
     # Friendly format: weekly on monday around 07:00 (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/scout.lock.yml b/.github/workflows/scout.lock.yml
index f5b058e8423..cabba8cd901 100644
--- a/.github/workflows/scout.lock.yml
+++ b/.github/workflows/scout.lock.yml
@@ -68,6 +68,11 @@ name: "Scout"
   # - write # Roles processed as role check in pre-activation job
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       history:
         default: shallow
         description: "Git history to fetch: shallow (default) or full"
diff --git a/.github/workflows/security-compliance.lock.yml b/.github/workflows/security-compliance.lock.yml
index 1c52c598f24..6d104d623b4 100644
--- a/.github/workflows/security-compliance.lock.yml
+++ b/.github/workflows/security-compliance.lock.yml
@@ -28,6 +28,11 @@ name: "Security Compliance Campaign"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       audit_date:
         description: Audit deadline (YYYY-MM-DD)
         required: true
diff --git a/.github/workflows/semantic-function-refactor.lock.yml b/.github/workflows/semantic-function-refactor.lock.yml
index 61bc5eb5ef0..5d1cd79b1c4 100644
--- a/.github/workflows/semantic-function-refactor.lock.yml
+++ b/.github/workflows/semantic-function-refactor.lock.yml
@@ -35,6 +35,12 @@ name: "Semantic Function Refactoring"
   - cron: "44 10 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/sergo.lock.yml b/.github/workflows/sergo.lock.yml
index 934df595db2..4fc7b9f79fe 100644
--- a/.github/workflows/sergo.lock.yml
+++ b/.github/workflows/sergo.lock.yml
@@ -35,6 +35,12 @@ name: "Sergo - Serena Go Expert"
   - cron: "8 12 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/slide-deck-maintainer.lock.yml b/.github/workflows/slide-deck-maintainer.lock.yml
index 0377b17fd0f..4a8e32f0298 100644
--- a/.github/workflows/slide-deck-maintainer.lock.yml
+++ b/.github/workflows/slide-deck-maintainer.lock.yml
@@ -35,6 +35,11 @@ name: "Slide Deck Maintainer"
   # skip-if-match: is:pr is:open in:title "[slides]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       focus:
         default: global-sweep
         description: Focus area (feature-deep-dive or global-sweep)
diff --git a/.github/workflows/smoke-agent-all-merged.lock.yml b/.github/workflows/smoke-agent-all-merged.lock.yml
index ceda8701af7..84de0290448 100644
--- a/.github/workflows/smoke-agent-all-merged.lock.yml
+++ b/.github/workflows/smoke-agent-all-merged.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Agent: all/merged"
     # - metal # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-agent-all-none.lock.yml b/.github/workflows/smoke-agent-all-none.lock.yml
index cf1d84ac4e8..a714c6bbfca 100644
--- a/.github/workflows/smoke-agent-all-none.lock.yml
+++ b/.github/workflows/smoke-agent-all-none.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Agent: all/none"
     # - metal # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-agent-public-approved.lock.yml b/.github/workflows/smoke-agent-public-approved.lock.yml
index 9fd4fc5017b..189a7bc8ab4 100644
--- a/.github/workflows/smoke-agent-public-approved.lock.yml
+++ b/.github/workflows/smoke-agent-public-approved.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Agent: public/approved"
     # - metal # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-agent-public-none.lock.yml b/.github/workflows/smoke-agent-public-none.lock.yml
index 2fe298de080..69756aa1272 100644
--- a/.github/workflows/smoke-agent-public-none.lock.yml
+++ b/.github/workflows/smoke-agent-public-none.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Agent: public/none"
     # - metal # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-agent-scoped-approved.lock.yml b/.github/workflows/smoke-agent-scoped-approved.lock.yml
index 5882468c575..e199e4cd8cb 100644
--- a/.github/workflows/smoke-agent-scoped-approved.lock.yml
+++ b/.github/workflows/smoke-agent-scoped-approved.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Agent: scoped/approved"
     # - metal # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-call-workflow.lock.yml b/.github/workflows/smoke-call-workflow.lock.yml
index 1129e6f57e5..c9b9431cf1e 100644
--- a/.github/workflows/smoke-call-workflow.lock.yml
+++ b/.github/workflows/smoke-call-workflow.lock.yml
@@ -32,6 +32,12 @@ name: "Smoke Call Workflow"
     types:
     - labeled
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-claude.lock.yml b/.github/workflows/smoke-claude.lock.yml
index bae981e3b31..56b2a3dcc8b 100644
--- a/.github/workflows/smoke-claude.lock.yml
+++ b/.github/workflows/smoke-claude.lock.yml
@@ -45,7 +45,13 @@ name: "Smoke Claude"
     - labeled
   schedule:
   - cron: "10 */12 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-codex.lock.yml b/.github/workflows/smoke-codex.lock.yml
index a8dd260ed4d..f4262415115 100644
--- a/.github/workflows/smoke-codex.lock.yml
+++ b/.github/workflows/smoke-codex.lock.yml
@@ -38,7 +38,13 @@ name: "Smoke Codex"
     - labeled
   schedule:
   - cron: "45 */12 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-copilot-arm.lock.yml b/.github/workflows/smoke-copilot-arm.lock.yml
index 44c03493f06..51cf6ac9c3f 100644
--- a/.github/workflows/smoke-copilot-arm.lock.yml
+++ b/.github/workflows/smoke-copilot-arm.lock.yml
@@ -37,7 +37,13 @@ name: "Smoke Copilot ARM64"
     # - water # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-copilot.lock.yml b/.github/workflows/smoke-copilot.lock.yml
index eafb858e01f..e981f0e39c1 100644
--- a/.github/workflows/smoke-copilot.lock.yml
+++ b/.github/workflows/smoke-copilot.lock.yml
@@ -39,6 +39,11 @@ name: "Smoke Copilot"
   - cron: "32 */12 * * *"
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       item_number:
         default: ""
         description: The number of the issue, pull request, or discussion
diff --git a/.github/workflows/smoke-create-cross-repo-pr.lock.yml b/.github/workflows/smoke-create-cross-repo-pr.lock.yml
index 812f75a5401..7cdd7ef98fe 100644
--- a/.github/workflows/smoke-create-cross-repo-pr.lock.yml
+++ b/.github/workflows/smoke-create-cross-repo-pr.lock.yml
@@ -33,7 +33,13 @@ name: "Smoke Create Cross-Repo PR"
     - labeled
   schedule:
   - cron: "39 */12 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-gemini.lock.yml b/.github/workflows/smoke-gemini.lock.yml
index 26770516bbb..d7475a2d02c 100644
--- a/.github/workflows/smoke-gemini.lock.yml
+++ b/.github/workflows/smoke-gemini.lock.yml
@@ -38,7 +38,13 @@ name: "Smoke Gemini"
     - labeled
   schedule:
   - cron: "27 */12 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-multi-pr.lock.yml b/.github/workflows/smoke-multi-pr.lock.yml
index f297b5367a5..8db682e1e66 100644
--- a/.github/workflows/smoke-multi-pr.lock.yml
+++ b/.github/workflows/smoke-multi-pr.lock.yml
@@ -33,7 +33,13 @@ name: "Smoke Multi PR"
     - labeled
   schedule:
   - cron: "20 */24 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-project.lock.yml b/.github/workflows/smoke-project.lock.yml
index cc381ec7b2c..10eda1e5100 100644
--- a/.github/workflows/smoke-project.lock.yml
+++ b/.github/workflows/smoke-project.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Project"
     # - water # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-temporary-id.lock.yml b/.github/workflows/smoke-temporary-id.lock.yml
index 348ca072bdf..986c103eb4e 100644
--- a/.github/workflows/smoke-temporary-id.lock.yml
+++ b/.github/workflows/smoke-temporary-id.lock.yml
@@ -31,7 +31,13 @@ name: "Smoke Temporary ID"
     # - water # Label filtering applied via job conditions
     types:
     - labeled
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-test-tools.lock.yml b/.github/workflows/smoke-test-tools.lock.yml
index 3d27343bc1a..238d9582276 100644
--- a/.github/workflows/smoke-test-tools.lock.yml
+++ b/.github/workflows/smoke-test-tools.lock.yml
@@ -33,7 +33,13 @@ name: "Agent Container Smoke Test"
     - labeled
   schedule:
   - cron: "44 */12 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-update-cross-repo-pr.lock.yml b/.github/workflows/smoke-update-cross-repo-pr.lock.yml
index 72dda4ec3ee..50d9150d660 100644
--- a/.github/workflows/smoke-update-cross-repo-pr.lock.yml
+++ b/.github/workflows/smoke-update-cross-repo-pr.lock.yml
@@ -33,7 +33,13 @@ name: "Smoke Update Cross-Repo PR"
     - labeled
   schedule:
   - cron: "34 */12 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/smoke-workflow-call-with-inputs.lock.yml b/.github/workflows/smoke-workflow-call-with-inputs.lock.yml
index df072929dfe..7591d318cd5 100644
--- a/.github/workflows/smoke-workflow-call-with-inputs.lock.yml
+++ b/.github/workflows/smoke-workflow-call-with-inputs.lock.yml
@@ -42,6 +42,11 @@ name: "Smoke Workflow Call with Inputs"
         value: ${{ jobs.safe_outputs.outputs.created_issue_url }}
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       task-description:
         default: generic task
         description: Short description of what this invocation should do
diff --git a/.github/workflows/smoke-workflow-call.lock.yml b/.github/workflows/smoke-workflow-call.lock.yml
index 73efcdcf947..d084e5ce53e 100644
--- a/.github/workflows/smoke-workflow-call.lock.yml
+++ b/.github/workflows/smoke-workflow-call.lock.yml
@@ -45,6 +45,11 @@ name: "Smoke Workflow Call"
         value: ${{ jobs.safe_outputs.outputs.comment_url }}
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       task-description:
         default: validate workflow_call checkout
         description: Short description of the validation task to include in the output comment
diff --git a/.github/workflows/stale-repo-identifier.lock.yml b/.github/workflows/stale-repo-identifier.lock.yml
index 249c80f6f27..2a8d8567c72 100644
--- a/.github/workflows/stale-repo-identifier.lock.yml
+++ b/.github/workflows/stale-repo-identifier.lock.yml
@@ -37,6 +37,11 @@ name: "Stale Repository Identifier"
   - cron: "0 9 1 * *"
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       organization:
         default: github
         description: GitHub organization to scan for stale repositories
diff --git a/.github/workflows/static-analysis-report.lock.yml b/.github/workflows/static-analysis-report.lock.yml
index 6714ce122fb..65a691828b2 100644
--- a/.github/workflows/static-analysis-report.lock.yml
+++ b/.github/workflows/static-analysis-report.lock.yml
@@ -34,6 +34,12 @@ name: "Static Analysis Report"
   - cron: "32 2 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/step-name-alignment.lock.yml b/.github/workflows/step-name-alignment.lock.yml
index 547af30952b..34aef56242f 100644
--- a/.github/workflows/step-name-alignment.lock.yml
+++ b/.github/workflows/step-name-alignment.lock.yml
@@ -30,6 +30,12 @@ name: "Step Name Alignment"
   - cron: "30 14 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/sub-issue-closer.lock.yml b/.github/workflows/sub-issue-closer.lock.yml
index f784f7a0b7f..32ea195cf96 100644
--- a/.github/workflows/sub-issue-closer.lock.yml
+++ b/.github/workflows/sub-issue-closer.lock.yml
@@ -30,6 +30,12 @@ name: "Sub-Issue Closer"
   - cron: "27 1 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/super-linter.lock.yml b/.github/workflows/super-linter.lock.yml
index 0883b9806cb..9480f0df768 100644
--- a/.github/workflows/super-linter.lock.yml
+++ b/.github/workflows/super-linter.lock.yml
@@ -33,6 +33,12 @@ name: "Super Linter Report"
   schedule:
   - cron: "0 14 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/technical-doc-writer.lock.yml b/.github/workflows/technical-doc-writer.lock.yml
index feb7de57b50..76c120d7d1f 100644
--- a/.github/workflows/technical-doc-writer.lock.yml
+++ b/.github/workflows/technical-doc-writer.lock.yml
@@ -34,6 +34,11 @@ name: "Rebuild the documentation after making changes"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       topic:
         description: Documentation topic to review
         required: true
diff --git a/.github/workflows/terminal-stylist.lock.yml b/.github/workflows/terminal-stylist.lock.yml
index 6e940166cbd..dcdc1148e2a 100644
--- a/.github/workflows/terminal-stylist.lock.yml
+++ b/.github/workflows/terminal-stylist.lock.yml
@@ -35,6 +35,12 @@ name: "Terminal Stylist"
   - cron: "9 17 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/test-create-pr-error-handling.lock.yml b/.github/workflows/test-create-pr-error-handling.lock.yml
index d2fcd846a28..2c81c802ba7 100644
--- a/.github/workflows/test-create-pr-error-handling.lock.yml
+++ b/.github/workflows/test-create-pr-error-handling.lock.yml
@@ -27,6 +27,12 @@
 name: "Test Create PR Error Handling"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/test-dispatcher.lock.yml b/.github/workflows/test-dispatcher.lock.yml
index b3bb8b769be..51eb1a4fcd6 100644
--- a/.github/workflows/test-dispatcher.lock.yml
+++ b/.github/workflows/test-dispatcher.lock.yml
@@ -26,6 +26,12 @@
 name: "Test Dispatcher Workflow"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
@@ -344,6 +350,11 @@ jobs:
                 "inputSchema": {
                   "additionalProperties": false,
                   "properties": {
+                    "aw_context": {
+                      "default": "",
+                      "description": "(Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.",
+                      "type": "string"
+                    },
                     "test_param": {
                       "description": "Question from the dispatcher workflow",
                       "type": "string"
@@ -998,7 +1009,7 @@ jobs:
           GH_AW_ALLOWED_DOMAINS: "api.business.githubcopilot.com,api.enterprise.githubcopilot.com,api.github.com,api.githubcopilot.com,api.individual.githubcopilot.com,api.snapcraft.io,archive.ubuntu.com,azure.archive.ubuntu.com,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,github.com,host.docker.internal,json-schema.org,json.schemastore.org,keyserver.ubuntu.com,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,packagecloud.io,packages.cloud.google.com,packages.microsoft.com,ppa.launchpad.net,raw.githubusercontent.com,registry.npmjs.org,s.symcb.com,s.symcd.com,security.ubuntu.com,telemetry.enterprise.githubcopilot.com,ts-crl.ws.symantec.com,ts-ocsp.ws.symantec.com,www.googleapis.com"
           GITHUB_SERVER_URL: ${{ github.server_url }}
           GITHUB_API_URL: ${{ github.api_url }}
-          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"dispatch_workflow\":{\"max\":1,\"workflow_files\":{\"test-workflow\":\".lock.yml\"},\"workflows\":[\"test-workflow\"]},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"}}"
+          GH_AW_SAFE_OUTPUTS_HANDLER_CONFIG: "{\"dispatch_workflow\":{\"aw_context_workflows\":[\"test-workflow\"],\"max\":1,\"workflow_files\":{\"test-workflow\":\".lock.yml\"},\"workflows\":[\"test-workflow\"]},\"missing_data\":{},\"missing_tool\":{},\"noop\":{\"max\":1,\"report-as-issue\":\"true\"}}"
         with:
           github-token: ${{ secrets.GH_AW_GITHUB_TOKEN || secrets.GITHUB_TOKEN }}
           script: |
diff --git a/.github/workflows/test-project-url-default.lock.yml b/.github/workflows/test-project-url-default.lock.yml
index fa9a8e5c2c8..8534db379ee 100644
--- a/.github/workflows/test-project-url-default.lock.yml
+++ b/.github/workflows/test-project-url-default.lock.yml
@@ -26,6 +26,12 @@
 name: "Test Project URL Explicit Requirement"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/test-workflow.lock.yml b/.github/workflows/test-workflow.lock.yml
index 00a24d2b914..ce455e6b1f8 100644
--- a/.github/workflows/test-workflow.lock.yml
+++ b/.github/workflows/test-workflow.lock.yml
@@ -27,6 +27,11 @@ name: "Test Workflow"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       test_param:
         description: Question from the dispatcher workflow
         required: true
diff --git a/.github/workflows/tidy.lock.yml b/.github/workflows/tidy.lock.yml
index cf5ebd57dc0..fc4ff489afb 100644
--- a/.github/workflows/tidy.lock.yml
+++ b/.github/workflows/tidy.lock.yml
@@ -40,7 +40,13 @@ name: "Tidy"
     - "**/*.ts"
   schedule:
   - cron: "0 7 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/typist.lock.yml b/.github/workflows/typist.lock.yml
index 747d2c3a20d..274431be74e 100644
--- a/.github/workflows/typist.lock.yml
+++ b/.github/workflows/typist.lock.yml
@@ -34,6 +34,12 @@ name: "Typist - Go Type Analysis"
   schedule:
   - cron: "0 11 * * 1-5"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/ubuntu-image-analyzer.lock.yml b/.github/workflows/ubuntu-image-analyzer.lock.yml
index 6d8f99bc9f0..feb00282c82 100644
--- a/.github/workflows/ubuntu-image-analyzer.lock.yml
+++ b/.github/workflows/ubuntu-image-analyzer.lock.yml
@@ -35,6 +35,12 @@ name: "Ubuntu Actions Image Analyzer"
     # Friendly format: weekly (scattered)
   # skip-if-match: is:pr is:open in:title "[ubuntu-image]" # Skip-if-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/unbloat-docs.lock.yml b/.github/workflows/unbloat-docs.lock.yml
index 76519cd3ba7..e88dff33b83 100644
--- a/.github/workflows/unbloat-docs.lock.yml
+++ b/.github/workflows/unbloat-docs.lock.yml
@@ -38,7 +38,13 @@ name: "Documentation Unbloat"
     - edited
   schedule:
   - cron: "7 19 * * *"
-  workflow_dispatch: null
+  workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/update-astro.lock.yml b/.github/workflows/update-astro.lock.yml
index fa2ecac9f50..491436ff375 100644
--- a/.github/workflows/update-astro.lock.yml
+++ b/.github/workflows/update-astro.lock.yml
@@ -31,6 +31,12 @@ name: "Update Astro"
     # Friendly format: daily (scattered)
   # skip-if-no-match: is:pr is:open author:app/dependabot label:dependencies # Skip-if-no-match processed as search check in pre-activation job
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/video-analyzer.lock.yml b/.github/workflows/video-analyzer.lock.yml
index 05bb6290cee..0ebb1063fba 100644
--- a/.github/workflows/video-analyzer.lock.yml
+++ b/.github/workflows/video-analyzer.lock.yml
@@ -32,6 +32,11 @@ name: "Video Analysis Agent"
 "on":
   workflow_dispatch:
     inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
       video_url:
         description: URL to video file to analyze (must be publicly accessible)
         required: true
diff --git a/.github/workflows/weekly-blog-post-writer.lock.yml b/.github/workflows/weekly-blog-post-writer.lock.yml
index 1b45fdab12a..d22489fe6cb 100644
--- a/.github/workflows/weekly-blog-post-writer.lock.yml
+++ b/.github/workflows/weekly-blog-post-writer.lock.yml
@@ -34,6 +34,12 @@ name: "Weekly Blog Post Writer"
   - cron: "25 20 * * 1"
     # Friendly format: weekly on monday (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/weekly-editors-health-check.lock.yml b/.github/workflows/weekly-editors-health-check.lock.yml
index c7fd14ca4f1..83aafa4c911 100644
--- a/.github/workflows/weekly-editors-health-check.lock.yml
+++ b/.github/workflows/weekly-editors-health-check.lock.yml
@@ -30,6 +30,12 @@ name: "Weekly Editors Health Check"
   - cron: "8 2 * * 5"
     # Friendly format: weekly (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/weekly-issue-summary.lock.yml b/.github/workflows/weekly-issue-summary.lock.yml
index c8086875e5e..91e0bbdd45a 100644
--- a/.github/workflows/weekly-issue-summary.lock.yml
+++ b/.github/workflows/weekly-issue-summary.lock.yml
@@ -35,6 +35,12 @@ name: "Weekly Issue Summary"
   schedule:
   - cron: "0 15 * * 1"
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/weekly-safe-outputs-spec-review.lock.yml b/.github/workflows/weekly-safe-outputs-spec-review.lock.yml
index 2b1849da6df..bb185a732b5 100644
--- a/.github/workflows/weekly-safe-outputs-spec-review.lock.yml
+++ b/.github/workflows/weekly-safe-outputs-spec-review.lock.yml
@@ -30,6 +30,12 @@ name: "Weekly Safe Outputs Specification Review"
   - cron: "13 3 * * 1"
     # Friendly format: weekly on monday (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/workflow-health-manager.lock.yml b/.github/workflows/workflow-health-manager.lock.yml
index c7cd76f29b3..2a901ba2dd4 100644
--- a/.github/workflows/workflow-health-manager.lock.yml
+++ b/.github/workflows/workflow-health-manager.lock.yml
@@ -34,6 +34,12 @@ name: "Workflow Health Manager - Meta-Orchestrator"
   - cron: "22 13 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/workflow-normalizer.lock.yml b/.github/workflows/workflow-normalizer.lock.yml
index 9bf70df76e6..1cbfd21bb65 100644
--- a/.github/workflows/workflow-normalizer.lock.yml
+++ b/.github/workflows/workflow-normalizer.lock.yml
@@ -34,6 +34,12 @@ name: "Workflow Normalizer"
   - cron: "53 15 * * *"
     # Friendly format: daily (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/.github/workflows/workflow-skill-extractor.lock.yml b/.github/workflows/workflow-skill-extractor.lock.yml
index dad3bb2b5e4..dd22952334d 100644
--- a/.github/workflows/workflow-skill-extractor.lock.yml
+++ b/.github/workflows/workflow-skill-extractor.lock.yml
@@ -34,6 +34,12 @@ name: "Workflow Skill Extractor"
   - cron: "48 4 * * 2"
     # Friendly format: weekly (scattered)
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/actions/setup/js/aw_context.cjs b/actions/setup/js/aw_context.cjs
new file mode 100644
index 00000000000..9c773c08f70
--- /dev/null
+++ b/actions/setup/js/aw_context.cjs
@@ -0,0 +1,27 @@
+// @ts-check
+/// <reference types="@actions/github-script" />
+
+/**
+ * Builds the aw_context object that identifies the calling workflow run.
+ * This metadata is injected into dispatched workflows that declare an
+ * aw_context input, allowing them to trace back to their caller.
+ *
+ * @returns {{ repo: string, run_id: string, workflow_id: string, workflow_call_id: string, time: string, actor: string, event_type: string }}
+ */
+function buildAwContext() {
+  return {
+    repo: `${context.repo.owner}/${context.repo.repo}`,
+    run_id: String(context.runId ?? ""),
+    // GITHUB_WORKFLOW_REF provides the full workflow file path including the ref,
+    // e.g. "owner/repo/.github/workflows/dispatcher.yml@refs/heads/main"
+    workflow_id: process.env.GITHUB_WORKFLOW_REF ?? "",
+    // workflow_call_id uniquely identifies this specific call attempt:
+    // combine run_id with run_attempt (GITHUB_RUN_ATTEMPT) so re-runs produce different IDs.
+    workflow_call_id: `${process.env.GITHUB_RUN_ID ?? context.runId ?? ""}-${process.env.GITHUB_RUN_ATTEMPT ?? "1"}`,
+    time: new Date().toISOString(),
+    actor: context.actor ?? "",
+    event_type: context.eventName ?? "",
+  };
+}
+
+module.exports = { buildAwContext };
diff --git a/actions/setup/js/dispatch_repository.cjs b/actions/setup/js/dispatch_repository.cjs
index 8848d11ecb6..a59e9132af2 100644
--- a/actions/setup/js/dispatch_repository.cjs
+++ b/actions/setup/js/dispatch_repository.cjs
@@ -13,6 +13,7 @@ const { createAuthenticatedGitHubClient } = require("./handler_auth.cjs");
 const { parseRepoSlug, validateTargetRepo, parseAllowedRepos } = require("./repo_helpers.cjs");
 const { logStagedPreviewInfo } = require("./staged_preview.cjs");
 const { isStagedMode } = require("./safe_output_helpers.cjs");
+const { buildAwContext } = require("./aw_context.cjs");
 
 /**
  * Main handler factory for dispatch_repository
@@ -125,6 +126,9 @@ async function main(config = {}) {
       }
     }
 
+    // Inject aw_context so the receiving repository can trace the dispatch back to its caller.
+    clientPayload["aw_context"] = buildAwContext();
+
     const eventType = toolConfig.event_type || toolConfig.eventType || "";
     if (!eventType) {
       core.warning(`dispatch_repository: tool "${toolName}" has no event_type configured`);
diff --git a/actions/setup/js/dispatch_workflow.cjs b/actions/setup/js/dispatch_workflow.cjs
index 4e4137c4f6b..27d54615690 100644
--- a/actions/setup/js/dispatch_workflow.cjs
+++ b/actions/setup/js/dispatch_workflow.cjs
@@ -13,6 +13,7 @@ const { createAuthenticatedGitHubClient } = require("./handler_auth.cjs");
 const { resolveTargetRepoConfig, parseRepoSlug, validateTargetRepo } = require("./repo_helpers.cjs");
 const { logStagedPreviewInfo } = require("./staged_preview.cjs");
 const { isStagedMode } = require("./safe_output_helpers.cjs");
+const { buildAwContext } = require("./aw_context.cjs");
 
 /**
  * Main handler factory for dispatch_workflow
@@ -24,6 +25,7 @@ async function main(config = {}) {
   const allowedWorkflows = config.workflows || [];
   const maxCount = config.max || 1;
   const workflowFiles = config.workflow_files || {}; // Map of workflow name to file extension
+  const awContextWorkflows = new Set(config.aw_context_workflows || []); // Workflows that accept aw_context input
   const githubClient = await createAuthenticatedGitHubClient(config);
   const { defaultTargetRepo, allowedRepos } = resolveTargetRepoConfig(config);
 
@@ -188,6 +190,12 @@ async function main(config = {}) {
         }
       }
 
+      // Inject aw_context if the target workflow declares it as an input.
+      // Only workflows listed in aw_context_workflows (populated at compile time) support this.
+      if (awContextWorkflows.has(workflowName)) {
+        inputs["aw_context"] = JSON.stringify(buildAwContext());
+      }
+
       // Get the workflow file extension from compile-time resolution
       const extension = workflowFiles[workflowName];
       if (!extension) {
diff --git a/actions/setup/js/dispatch_workflow.test.cjs b/actions/setup/js/dispatch_workflow.test.cjs
index f0064bdfe36..55d3f555c86 100644
--- a/actions/setup/js/dispatch_workflow.test.cjs
+++ b/actions/setup/js/dispatch_workflow.test.cjs
@@ -58,6 +58,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
       max: 5,
     };
     const handler = await main(config);
@@ -85,11 +86,54 @@ describe("dispatch_workflow handler factory", () => {
       inputs: {
         param1: "value1",
         param2: "42",
+        aw_context: expect.any(String),
       },
       return_run_details: true,
     });
   });
 
+  it("should inject aw_context with correct fields", async () => {
+    process.env.GITHUB_WORKFLOW_REF = "test-owner/test-repo/.github/workflows/dispatcher.yml@refs/heads/main";
+    process.env.GITHUB_RUN_ID = "99999";
+    process.env.GITHUB_RUN_ATTEMPT = "2";
+    global.context.runId = 99999;
+    global.context.actor = "octocat";
+    global.context.eventName = "issues";
+
+    const config = {
+      workflows: ["test-workflow"],
+      workflow_files: { "test-workflow": ".lock.yml" },
+      aw_context_workflows: ["test-workflow"],
+      max: 5,
+    };
+    const handler = await main(config);
+
+    const result = await handler({ type: "dispatch_workflow", workflow_name: "test-workflow", inputs: {} }, {});
+
+    expect(result.success).toBe(true);
+    const callArgs = github.rest.actions.createWorkflowDispatch.mock.calls[0][0];
+    const awContextRaw = callArgs.inputs["aw_context"];
+    expect(awContextRaw).toBeDefined();
+
+    const awContext = JSON.parse(awContextRaw);
+    expect(awContext).toHaveProperty("repo");
+    expect(awContext).toHaveProperty("run_id");
+    expect(awContext).toHaveProperty("workflow_id");
+    expect(awContext).toHaveProperty("workflow_call_id");
+    expect(awContext).toHaveProperty("time");
+    expect(awContext).toHaveProperty("actor");
+    expect(awContext).toHaveProperty("event_type");
+    // Validate time is a valid ISO 8601 timestamp
+    expect(() => new Date(awContext.time)).not.toThrow();
+    expect(new Date(awContext.time).toISOString()).toBe(awContext.time);
+    // repo should match mocked context
+    expect(awContext.repo).toBe("test-owner/test-repo");
+    // workflow_id uses GITHUB_WORKFLOW_REF (full workflow file path)
+    expect(awContext.workflow_id).toBe("test-owner/test-repo/.github/workflows/dispatcher.yml@refs/heads/main");
+    // workflow_call_id combines run_id and run_attempt for uniqueness
+    expect(awContext.workflow_call_id).toBe("99999-2");
+  });
+
   it("should reject workflows not in allowed list", async () => {
     const config = {
       workflows: ["allowed-workflow"],
@@ -181,6 +225,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -201,14 +246,15 @@ describe("dispatch_workflow handler factory", () => {
 
     expect(github.rest.actions.createWorkflowDispatch).toHaveBeenCalledWith(
       expect.objectContaining({
-        inputs: {
+        inputs: expect.objectContaining({
           string: "hello",
           number: "42",
           boolean: "true",
           object: '{"key":"value"}',
           null: "",
           undefined: "",
-        },
+          aw_context: expect.any(String),
+        }),
       })
     );
   });
@@ -219,6 +265,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "no-inputs-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["no-inputs-workflow"],
     };
     const handler = await main(config);
 
@@ -236,7 +283,9 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "no-inputs-workflow.lock.yml",
       ref: expect.any(String),
-      inputs: {}, // Should pass empty object even when inputs property is missing
+      inputs: expect.objectContaining({
+        aw_context: expect.any(String),
+      }),
       return_run_details: true,
     });
   });
@@ -292,6 +341,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -309,7 +359,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/feature-branch",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
       return_run_details: true,
     });
   });
@@ -323,6 +373,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -340,7 +391,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/main",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
       return_run_details: true,
     });
   });
@@ -354,6 +405,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -371,7 +423,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/feature/add-new-feature",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
       return_run_details: true,
     });
   });
@@ -387,6 +439,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -404,7 +457,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/develop",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
       return_run_details: true,
     });
   });
@@ -426,6 +479,7 @@ describe("dispatch_workflow handler factory", () => {
       workflow_files: {
         "test-workflow": ".lock.yml",
       },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -448,7 +502,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/staging",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
       return_run_details: true,
     });
   });
@@ -498,6 +552,7 @@ describe("dispatch_workflow handler factory", () => {
     const config = {
       workflows: ["test-workflow"],
       workflow_files: { "test-workflow": ".lock.yml" },
+      aw_context_workflows: ["test-workflow"],
     };
     const handler = await main(config);
 
@@ -512,7 +567,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/main",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
       return_run_details: true,
     });
 
@@ -522,7 +577,7 @@ describe("dispatch_workflow handler factory", () => {
       repo: "test-repo",
       workflow_id: "test-workflow.lock.yml",
       ref: "refs/heads/main",
-      inputs: {},
+      inputs: expect.objectContaining({ aw_context: expect.any(String) }),
     });
 
     expect(github.rest.actions.createWorkflowDispatch).toHaveBeenCalledTimes(2);
diff --git a/actions/setup/js/generate_aw_info.cjs b/actions/setup/js/generate_aw_info.cjs
index 961a59b645b..863c8038e0d 100644
--- a/actions/setup/js/generate_aw_info.cjs
+++ b/actions/setup/js/generate_aw_info.cjs
@@ -92,6 +92,40 @@ async function main(core, ctx) {
     awInfo.apm_version = apmVersion;
   }
 
+  // Include aw_context when the workflow was triggered via workflow_dispatch with
+  // the aw_context input set by a calling agentic workflow's dispatch_workflow handler.
+  // Validates JSON format and structure before populating the context key in aw_info.json.
+  const awContextRaw = ctx.payload?.inputs?.aw_context;
+  if (awContextRaw && typeof awContextRaw === "string" && awContextRaw.trim() !== "") {
+    try {
+      const parsed = JSON.parse(awContextRaw);
+
+      // Validate: must be a plain non-null object (not an array or primitive)
+      if (parsed === null || typeof parsed !== "object" || Array.isArray(parsed)) {
+        core.warning(`aw_context must be a JSON object, got: ${typeof parsed}`);
+      } else {
+        // Validate: no nested objects (all values must be primitives)
+        const nestedKeys = Object.entries(parsed)
+          .filter(([, v]) => v !== null && typeof v === "object")
+          .map(([k]) => k);
+        if (nestedKeys.length > 0) {
+          core.warning(`aw_context contains nested objects for keys: ${nestedKeys.join(", ")}. Ignoring aw_context.`);
+        } else {
+          // Validate: required fields must be present
+          const requiredFields = ["run_id", "repo", "workflow_id"];
+          const missingFields = requiredFields.filter(f => !(f in parsed));
+          if (missingFields.length > 0) {
+            core.warning(`aw_context is missing required fields: ${missingFields.join(", ")}. Ignoring aw_context.`);
+          } else {
+            awInfo.context = parsed;
+          }
+        }
+      }
+    } catch {
+      core.warning(`Failed to parse aw_context input as JSON: ${awContextRaw}`);
+    }
+  }
+
   // Write to /tmp/gh-aw directory to avoid inclusion in PR
   fs.mkdirSync(TMP_GH_AW_PATH, { recursive: true });
   const tmpPath = TMP_GH_AW_PATH + "/aw_info.json";
diff --git a/actions/setup/js/generate_aw_info.test.cjs b/actions/setup/js/generate_aw_info.test.cjs
index 3215001fc9e..920f5024401 100644
--- a/actions/setup/js/generate_aw_info.test.cjs
+++ b/actions/setup/js/generate_aw_info.test.cjs
@@ -188,4 +188,73 @@ describe("generate_aw_info.cjs", () => {
     expect(mockCore.summary.addRaw).toHaveBeenCalled();
     expect(mockCore.summary.write).toHaveBeenCalled();
   });
+
+  it("should reject aw_context that is not a plain object", async () => {
+    const contextWithArrayInput = {
+      ...mockContext,
+      payload: { inputs: { aw_context: JSON.stringify([1, 2, 3]) } },
+    };
+    await main(mockCore, contextWithArrayInput);
+    const awInfo = JSON.parse(fs.readFileSync(awInfoPath, "utf8"));
+    expect(awInfo.context).toBeUndefined();
+    expect(mockCore.warning).toHaveBeenCalledWith(expect.stringContaining("must be a JSON object"));
+  });
+
+  it("should reject aw_context with nested objects", async () => {
+    const contextWithNested = {
+      ...mockContext,
+      payload: {
+        inputs: {
+          aw_context: JSON.stringify({
+            repo: "org/repo",
+            run_id: "123",
+            workflow_id: "my-workflow",
+            nested: { bad: "field" },
+          }),
+        },
+      },
+    };
+    await main(mockCore, contextWithNested);
+    const awInfo = JSON.parse(fs.readFileSync(awInfoPath, "utf8"));
+    expect(awInfo.context).toBeUndefined();
+    expect(mockCore.warning).toHaveBeenCalledWith(expect.stringContaining("nested objects"));
+  });
+
+  it("should reject aw_context missing required fields", async () => {
+    const contextMissingFields = {
+      ...mockContext,
+      payload: {
+        inputs: {
+          aw_context: JSON.stringify({ actor: "octocat" }),
+        },
+      },
+    };
+    await main(mockCore, contextMissingFields);
+    const awInfo = JSON.parse(fs.readFileSync(awInfoPath, "utf8"));
+    expect(awInfo.context).toBeUndefined();
+    expect(mockCore.warning).toHaveBeenCalledWith(expect.stringContaining("missing required fields"));
+    expect(mockCore.warning).toHaveBeenCalledWith(expect.stringContaining("run_id"));
+    expect(mockCore.warning).toHaveBeenCalledWith(expect.stringContaining("repo"));
+    expect(mockCore.warning).toHaveBeenCalledWith(expect.stringContaining("workflow_id"));
+  });
+
+  it("should accept valid aw_context and set awInfo.context", async () => {
+    const validContext = {
+      repo: "org/repo",
+      run_id: "12345",
+      workflow_id: "org/repo/.github/workflows/dispatcher.yml@refs/heads/main",
+      workflow_call_id: "12345-1",
+      time: new Date().toISOString(),
+      actor: "octocat",
+      event_type: "issues",
+    };
+    const contextWithValid = {
+      ...mockContext,
+      payload: { inputs: { aw_context: JSON.stringify(validContext) } },
+    };
+    await main(mockCore, contextWithValid);
+    const awInfo = JSON.parse(fs.readFileSync(awInfoPath, "utf8"));
+    expect(awInfo.context).toEqual(validContext);
+    expect(mockCore.warning).not.toHaveBeenCalledWith(expect.stringContaining("aw_context"));
+  });
 });
diff --git a/pkg/workflow/compiler_aw_context.go b/pkg/workflow/compiler_aw_context.go
new file mode 100644
index 00000000000..ad775d18aa2
--- /dev/null
+++ b/pkg/workflow/compiler_aw_context.go
@@ -0,0 +1,107 @@
+package workflow
+
+import (
+	"strings"
+)
+
+// awContextInputDescription is the description for the aw_context workflow_dispatch input.
+// It signals to users that this input is managed internally by the agentic workflow system.
+const awContextInputDescription = "(Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input."
+
+// injectAwContextIntoOnYAML adds the aw_context input to the workflow_dispatch trigger
+// in the given on-section YAML string, if workflow_dispatch is present.
+//
+// The injection is string-based to preserve existing YAML comments and formatting.
+// It handles two cases:
+//   - Bare "workflow_dispatch:" (no sub-keys): adds an inputs: block with aw_context
+//   - "workflow_dispatch:" with an "inputs:" sub-key: adds aw_context inside inputs
+//
+// The function is idempotent: calling it twice produces the same result.
+func injectAwContextIntoOnYAML(onSection string) string {
+	if !strings.Contains(onSection, "workflow_dispatch") {
+		return onSection
+	}
+	// Idempotency: skip if already injected
+	if strings.Contains(onSection, "aw_context:") {
+		return onSection
+	}
+
+	lines := strings.Split(onSection, "\n")
+
+	// Find the workflow_dispatch: line (bare — no sub-value on same line)
+	wdLineIdx := -1
+	wdIndent := 0
+	for i, line := range lines {
+		stripped := strings.TrimLeft(line, " \t")
+		rest, found := strings.CutPrefix(stripped, "workflow_dispatch:")
+		if found {
+			rest = strings.TrimSpace(rest)
+			if rest == "" || rest == "null" || rest == "~" {
+				wdLineIdx = i
+				wdIndent = len(line) - len(stripped)
+				break
+			}
+		}
+	}
+
+	if wdLineIdx == -1 {
+		return onSection
+	}
+
+	// Look for an "inputs:" key directly inside workflow_dispatch (at wdIndent+2 depth).
+	// Only the first non-empty, non-comment line after wdLineIdx matters.
+	inputsLineIdx := -1
+	for i := wdLineIdx + 1; i < len(lines); i++ {
+		stripped := strings.TrimLeft(lines[i], " \t")
+		if stripped == "" || strings.HasPrefix(stripped, "#") {
+			continue
+		}
+		lineIndent := len(lines[i]) - len(stripped)
+		if lineIndent <= wdIndent {
+			break // left workflow_dispatch block entirely
+		}
+		if strings.HasPrefix(stripped, "inputs:") {
+			inputsLineIdx = i
+		}
+		break // only inspect the first substantive child key
+	}
+
+	awContextLines := buildAwContextInputLines(wdIndent)
+
+	result := make([]string, 0, len(lines)+len(awContextLines)+1)
+	for i, line := range lines {
+		// When the workflow_dispatch: line contains an explicit null/~ value,
+		// replace it with a bare workflow_dispatch: so sub-keys can follow.
+		if i == wdLineIdx && (strings.HasSuffix(strings.TrimSpace(line), " null") ||
+			strings.HasSuffix(strings.TrimSpace(line), " ~")) {
+			stripped := strings.TrimLeft(line, " \t")
+			line = strings.Repeat(" ", wdIndent) + strings.SplitN(stripped, ":", 2)[0] + ":"
+		}
+		result = append(result, line)
+
+		if inputsLineIdx != -1 && i == inputsLineIdx {
+			// Insert aw_context as the first entry under existing inputs:
+			result = append(result, awContextLines...)
+		} else if inputsLineIdx == -1 && i == wdLineIdx {
+			// workflow_dispatch is bare — add inputs: + aw_context
+			result = append(result, strings.Repeat(" ", wdIndent+2)+"inputs:")
+			result = append(result, awContextLines...)
+		}
+	}
+
+	return strings.Join(result, "\n")
+}
+
+// buildAwContextInputLines returns the indented YAML lines for the aw_context input
+// definition, sized relative to the workflow_dispatch: line's indentation.
+func buildAwContextInputLines(wdIndent int) []string {
+	awIndent := strings.Repeat(" ", wdIndent+4)   // under inputs:
+	propIndent := strings.Repeat(" ", wdIndent+6) // properties of aw_context
+	return []string{
+		awIndent + "aw_context:",
+		propIndent + "default: \"\"",
+		propIndent + "description: " + awContextInputDescription,
+		propIndent + "required: false",
+		propIndent + "type: string",
+	}
+}
diff --git a/pkg/workflow/compiler_safe_outputs_config.go b/pkg/workflow/compiler_safe_outputs_config.go
index 66ab52c0c95..32989c56446 100644
--- a/pkg/workflow/compiler_safe_outputs_config.go
+++ b/pkg/workflow/compiler_safe_outputs_config.go
@@ -605,6 +605,11 @@ var handlerRegistry = map[string]handlerBuilder{
 			builder.AddDefault("workflow_files", c.WorkflowFiles)
 		}
 
+		// Add aw_context_workflows list if it has entries
+		if len(c.AwContextWorkflows) > 0 {
+			builder.AddStringSlice("aw_context_workflows", c.AwContextWorkflows)
+		}
+
 		builder.AddIfNotEmpty("target-ref", c.TargetRef)
 		builder.AddIfNotEmpty("github-token", c.GitHubToken)
 		builder.AddIfTrue("staged", c.Staged)
diff --git a/pkg/workflow/compiler_yaml.go b/pkg/workflow/compiler_yaml.go
index 8c3d40de68c..1fb5238a0f0 100644
--- a/pkg/workflow/compiler_yaml.go
+++ b/pkg/workflow/compiler_yaml.go
@@ -199,6 +199,10 @@ func (c *Compiler) generateWorkflowBody(yaml *strings.Builder, data *WorkflowDat
 	if data.SafeOutputs != nil {
 		onSection = c.injectWorkflowCallOutputs(onSection, data.SafeOutputs)
 	}
+	// Inject aw_context input into workflow_dispatch triggers so dispatched workflows
+	// can receive caller metadata (repo, run_id, actor, etc.) from dispatch_workflow.
+	// String-based injection preserves existing YAML comments and formatting.
+	onSection = injectAwContextIntoOnYAML(onSection)
 	yaml.WriteString(onSection + "\n\n")
 
 	// Note: GitHub Actions doesn't support workflow-level if conditions
diff --git a/pkg/workflow/dispatch_workflow.go b/pkg/workflow/dispatch_workflow.go
index b2d4d2711f5..650351bc459 100644
--- a/pkg/workflow/dispatch_workflow.go
+++ b/pkg/workflow/dispatch_workflow.go
@@ -9,10 +9,11 @@ var dispatchWorkflowLog = logger.New("workflow:dispatch_workflow")
 // DispatchWorkflowConfig holds configuration for dispatching workflows from agent output
 type DispatchWorkflowConfig struct {
 	BaseSafeOutputConfig `yaml:",inline"`
-	Workflows            []string          `yaml:"workflows,omitempty"`      // List of workflow names (without .md extension) to allow dispatching
-	WorkflowFiles        map[string]string `yaml:"workflow_files,omitempty"` // Map of workflow name to file extension (.lock.yml or .yml) - populated at compile time
-	TargetRepoSlug       string            `yaml:"target-repo,omitempty"`    // Target repository for cross-repo dispatch (owner/repo or GitHub Actions expression)
-	TargetRef            string            `yaml:"target-ref,omitempty"`     // Target ref for cross-repo dispatch; overrides the caller's GITHUB_REF
+	Workflows            []string          `yaml:"workflows,omitempty"`            // List of workflow names (without .md extension) to allow dispatching
+	WorkflowFiles        map[string]string `yaml:"workflow_files,omitempty"`       // Map of workflow name to file extension (.lock.yml or .yml) - populated at compile time
+	AwContextWorkflows   []string          `yaml:"aw_context_workflows,omitempty"` // Workflows that declare aw_context in workflow_dispatch.inputs - populated at compile time
+	TargetRepoSlug       string            `yaml:"target-repo,omitempty"`          // Target repository for cross-repo dispatch (owner/repo or GitHub Actions expression)
+	TargetRef            string            `yaml:"target-ref,omitempty"`           // Target ref for cross-repo dispatch; overrides the caller's GITHUB_REF
 }
 
 // parseDispatchWorkflowConfig handles dispatch-workflow configuration
diff --git a/pkg/workflow/safe_outputs_dispatch.go b/pkg/workflow/safe_outputs_dispatch.go
index b04dfd06f1c..1d19cee1522 100644
--- a/pkg/workflow/safe_outputs_dispatch.go
+++ b/pkg/workflow/safe_outputs_dispatch.go
@@ -21,6 +21,9 @@ var safeOutputsDispatchWorkflowLog = logger.New("workflow:safe_outputs_dispatch"
 // populateDispatchWorkflowFiles resolves the file extension for each dispatch
 // workflow listed in SafeOutputsConfig.DispatchWorkflow.Workflows. The resolved
 // extension is stored in WorkflowFiles for later use by the runtime handler.
+// It also detects which workflows declare aw_context in their workflow_dispatch.inputs
+// and stores those names in AwContextWorkflows, so the runtime handler only injects
+// aw_context metadata for workflows that explicitly support it.
 //
 // Priority order: .lock.yml > .yml > .md (same-batch compilation target)
 func populateDispatchWorkflowFiles(data *WorkflowData, markdownPath string) {
@@ -64,7 +67,39 @@ func populateDispatchWorkflowFiles(data *WorkflowData, markdownPath string) {
 		// Store the file extension for runtime use
 		data.SafeOutputs.DispatchWorkflow.WorkflowFiles[workflowName] = extension
 		safeOutputsConfigLog.Printf("Mapped workflow %s to extension %s", workflowName, extension)
+
+		// Check if the target workflow declares aw_context in its workflow_dispatch.inputs.
+		// We check the lock file first (compiled YAML), falling back to the markdown frontmatter.
+		if workflowHasAwContextInput(fileResult, workflowName) {
+			data.SafeOutputs.DispatchWorkflow.AwContextWorkflows = append(
+				data.SafeOutputs.DispatchWorkflow.AwContextWorkflows, workflowName,
+			)
+			safeOutputsConfigLog.Printf("Workflow %s declares aw_context input", workflowName)
+		}
+	}
+}
+
+// workflowHasAwContextInput reports whether the workflow identified by fileResult
+// has aw_context declared in its workflow_dispatch.inputs.
+func workflowHasAwContextInput(fileResult *findWorkflowFileResult, workflowName string) bool {
+	var inputs map[string]any
+	var err error
+
+	if fileResult.lockExists {
+		inputs, err = extractWorkflowDispatchInputs(fileResult.lockPath)
+	} else if fileResult.ymlExists {
+		inputs, err = extractWorkflowDispatchInputs(fileResult.ymlPath)
+	} else if fileResult.mdExists {
+		inputs, err = extractMDWorkflowDispatchInputs(fileResult.mdPath)
+	} else {
+		return false
+	}
+	if err != nil {
+		safeOutputsConfigLog.Printf("Warning: error extracting inputs for %s: %v", workflowName, err)
+		return false
 	}
+	_, hasAwContext := inputs["aw_context"]
+	return hasAwContext
 }
 
 // generateDispatchWorkflowTool generates an MCP tool definition for a specific workflow.
diff --git a/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/basic-copilot.golden b/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/basic-copilot.golden
index 46d3836d02f..32b369d8867 100644
--- a/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/basic-copilot.golden
+++ b/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/basic-copilot.golden
@@ -1,6 +1,12 @@
 name: "basic-copilot-test"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/smoke-copilot.golden b/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/smoke-copilot.golden
index 7884e80f1a0..6db8cfbe49f 100644
--- a/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/smoke-copilot.golden
+++ b/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/smoke-copilot.golden
@@ -11,6 +11,12 @@ name: "Smoke Copilot"
     # Friendly format: every 12h (scattered)
   status-comment: true
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/with-imports.golden b/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/with-imports.golden
index 0e154dc6502..76edb51d3b9 100644
--- a/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/with-imports.golden
+++ b/pkg/workflow/testdata/wasm_golden/TestWasmGolden_CompileFixtures/with-imports.golden
@@ -1,6 +1,12 @@
 name: "with-imports-test"
 "on":
   workflow_dispatch:
+    inputs:
+      aw_context:
+        default: ""
+        description: (Internal) JSON context injected by the calling agentic workflow. Not intended for direct user input.
+        required: false
+        type: string
 
 permissions: {}
 
diff --git a/pkg/workflow/workflow_dispatch_inputs_test.go b/pkg/workflow/workflow_dispatch_inputs_test.go
index d4fd594b079..dc7e1c652d0 100644
--- a/pkg/workflow/workflow_dispatch_inputs_test.go
+++ b/pkg/workflow/workflow_dispatch_inputs_test.go
@@ -141,7 +141,9 @@ Test workflow with choice input`,
 				t.Fatalf("Expected 'inputs' to be a map, got %T", workflowDispatch["inputs"])
 			}
 
-			// Get the first (and only) input
+			// Get the first (and only) user-defined input
+			// (aw_context is automatically injected by the compiler and should be filtered out)
+			delete(inputs, "aw_context")
 			if len(inputs) != 1 {
 				t.Fatalf("Expected 1 input, got %d", len(inputs))
 			}
@@ -414,9 +416,10 @@ Test workflow with all input types`
 	inputs := workflowDispatch["inputs"].(map[string]any)
 
 	// Verify all inputs exist
+	// (aw_context is automatically injected by the compiler)
 	expectedInputs := []string{"message", "debug", "count", "environment", "deploy_target"}
-	if len(inputs) != len(expectedInputs) {
-		t.Fatalf("Expected %d inputs, got %d", len(expectedInputs), len(inputs))
+	if len(inputs) != len(expectedInputs)+1 {
+		t.Fatalf("Expected %d inputs (including aw_context), got %d", len(expectedInputs)+1, len(inputs))
 	}
 
 	for _, inputName := range expectedInputs {