diff --git a/.gitea/workflows/knowledge-graph-template.yml b/.gitea/workflows/knowledge-graph-template.yml
new file mode 100644
index 0000000..9817132
--- /dev/null
+++ b/.gitea/workflows/knowledge-graph-template.yml
@@ -0,0 +1,46 @@
+name: Knowledge Graph (Template)
+
+on:
+  workflow_call:
+
+jobs:
+  update-graph:
+    runs-on: ive
+    timeout-minutes: 30
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install graphify
+        run: pip install --quiet --user --break-system-packages 'graphifyy[openai]'
+
+      - name: Link graphify-out under .gitea/
+        run: |
+          mkdir -p .gitea/graphify-out
+          ln -sfn .gitea/graphify-out graphify-out
+
+      - name: Update knowledge graph (incremental, AST-only, no LLM)
+        run: |
+          export PATH="$HOME/.local/bin:$PATH"
+          graphify update .
+
+      - name: Name communities via local LLM (incremental, missing labels only)
+        run: |
+          export PATH="$HOME/.local/bin:$PATH"
+          export OPENAI_BASE_URL="http://10.2.2.54:5625/v1"
+          export OPENAI_MODEL="ive-brain"
+          export OPENAI_API_KEY="not-needed"
+          graphify label . --missing-only --backend openai --model ive-brain --max-concurrency 1
+
+      - name: Drop graphify's dated backup snapshot
+        run: rm -rf .gitea/graphify-out/[0-9][0-9][0-9][0-9]-[0-9][0-9]-[0-9][0-9]
+
+      - name: Commit graph if it changed
+        run: |
+          git config user.name "ive"
+          git config user.email "system-ive-code-review@technarts.com"
+          git add .gitea/graphify-out/
+          if git diff --cached --quiet; then
+            exit 0
+          fi
+          git commit -m "chore: update graphify knowledge graph [skip-graphify]"
+          git push origin HEAD:main
diff --git a/.gitea/workflows/pr-ask-template.yml b/.gitea/workflows/pr-ask-template.yml
new file mode 100644
index 0000000..84d9200
--- /dev/null
+++ b/.gitea/workflows/pr-ask-template.yml
@@ -0,0 +1,49 @@
+name: PR Ask With IVE (Template)
+
+on:
+  workflow_call:
+    inputs:
+      issue_number:
+        description: "issue/PR number the comment was made on"
+        required: true
+        type: "string"
+
+      comment_id:
+        description: "id of the triggering comment"
+        required: true
+        type: "string"
+
+      comment_body:
+        description: "full body of the triggering comment, including the /ask prefix"
+        required: true
+        type: "string"
+
+      pull_request_html:
+        description: "html url of the pull request being asked about"
+        required: true
+        type: "string"
+
+jobs:
+  pr-ask:
+    runs-on: ive
+    timeout-minutes: 300
+
+    steps:
+      - name: Answer /ask command
+        env:
+          COMMENT_BODY: ${{ inputs.comment_body }}
+          ISSUE_NUMBER: ${{ inputs.issue_number }}
+          COMMENT_ID: ${{ inputs.comment_id }}
+          PULL_REQUEST_HTML: ${{ inputs.pull_request_html }}
+        run: |
+          question="${COMMENT_BODY#/ask}"
+          question="$(echo "$question" | sed -e 's/^[[:space:]]*//')"
+          container="pr-ask-${ISSUE_NUMBER}-${COMMENT_ID}"
+          docker rm -f "$container" 2>/dev/null || true
+          timeout 300m docker run --rm --name "$container" \
+            -e LLM_BASE_URL="http://10.2.2.54:5625/v1" \
+            -e LLM_MODEL="ive-brain" \
+            -e GRAPH_PATH_REPO=".gitea/graphify-out/graph.json" \
+            pr-review-agent:local \
+            --pr-url="$PULL_REQUEST_HTML" \
+            --ask="$question"
diff --git a/.gitea/workflows/pr-review-template.yml b/.gitea/workflows/pr-review-template.yml
index a2ca2d1..aaecf8d 100644
--- a/.gitea/workflows/pr-review-template.yml
+++ b/.gitea/workflows/pr-review-template.yml
@@ -14,7 +14,7 @@ on:
         required: true
         type: "string"
 
-      pull_request_html:
+      pull_request_html_url:
         description: "string html for pull request"
         required: true
         type: "string"
@@ -28,7 +28,7 @@ jobs:
         env:
           REVIEW_PROJECT_RULES: ${{inputs.review_project_rules}}
           PULL_REQUEST_NUMBER: ${{inputs.pull_request_number}}
-          PULL_REQUEST_HTML: ${{inputs.pull_request_html}}
+          PULL_REQUEST_HTML: ${{inputs.pull_request_html_url}}
         run: |
           echo "Project rules: $REVIEW_PROJECT_RULES"
           echo "Pull request number: $PULL_REQUEST_NUMBER"