Ontos-AI · EricNGOntos · Aug 19, 2026 · Aug 17, 2026 · Aug 18, 2026 · Aug 18, 2026
diff --git a/apps/api/.env.example b/apps/api/.env.example
@@ -110,20 +110,8 @@ MAX_FILE_SIZE=314572800
 MAX_PDF_PAGE_LIMIT=200
 OVERSIZED_PDF_SHARD_ENABLED=true
 OVERSIZED_PDF_SOFT_LIMIT=1500
-PDF_PROFILE_TOC_ENABLED=false
+PDF_PROFILE_TOC_ENABLED=true
 MINERU_SHARD_CONCURRENCY=3
-PARSE_AGENT_PLAN_BUDGET=50000
-PARSE_AGENT_VISUAL_BUDGET=120000
-PARSE_AGENT_TOC_CONFIRM_MIN_BUDGET=8000
-PARSE_AGENT_TOC_CONFIRM_CAP=24000
-PARSE_AGENT_COARSE_PLANNER_MIN_BUDGET=12000
-PARSE_AGENT_COARSE_PLANNER_CAP=36000
-PARSE_AGENT_STRUCTURAL_REACT_MIN_BUDGET=24000
-PARSE_AGENT_STRUCTURAL_REACT_CAP=64000
-PARSE_AGENT_CALIBRATION_MIN_BUDGET=12000
-PARSE_AGENT_CALIBRATION_CAP=40000
-PARSE_AGENT_PAGE_TAGGING_MIN_BUDGET=0
-PARSE_AGENT_PAGE_TAGGING_CAP=0
 
 # Required for specific features: webhooks and callbacks
 WEBHOOK_MASTER_KEY=

diff --git a/apps/worker/.env.example b/apps/worker/.env.example
@@ -125,22 +125,10 @@ MAX_FILE_SIZE=314572800
 MAX_PDF_PAGE_LIMIT=200
 OVERSIZED_PDF_SHARD_ENABLED=true
 OVERSIZED_PDF_SOFT_LIMIT=1500
-PDF_PROFILE_TOC_ENABLED=false
+PDF_PROFILE_TOC_ENABLED=true
 # macOS/Homebrew local debugging only; worker Docker image installs OpenJDK.
 # JAVA_HOME=/opt/homebrew/opt/java
 MINERU_SHARD_CONCURRENCY=3
-PARSE_AGENT_PLAN_BUDGET=50000
-PARSE_AGENT_VISUAL_BUDGET=120000
-PARSE_AGENT_TOC_CONFIRM_MIN_BUDGET=8000
-PARSE_AGENT_TOC_CONFIRM_CAP=24000
-PARSE_AGENT_COARSE_PLANNER_MIN_BUDGET=12000
-PARSE_AGENT_COARSE_PLANNER_CAP=36000
-PARSE_AGENT_STRUCTURAL_REACT_MIN_BUDGET=24000
-PARSE_AGENT_STRUCTURAL_REACT_CAP=64000
-PARSE_AGENT_CALIBRATION_MIN_BUDGET=12000
-PARSE_AGENT_CALIBRATION_CAP=40000
-PARSE_AGENT_PAGE_TAGGING_MIN_BUDGET=0
-PARSE_AGENT_PAGE_TAGGING_CAP=0
 
 # Parser row schema. `entities` (JSON typed entities, §4.4) and `asset_title`
 # (asset caption/label, §4.5) are additive trailing columns; the parser layer

diff --git a/apps/worker/app/services/document_agent/__init__.py b/apps/worker/app/services/document_agent/__init__.py
@@ -1,4 +1,4 @@
-"""Page anatomy agent for hierarchy-first PDF profiling."""
+"""Document profile workflow for hierarchy-first PDF profiling."""
 
 from app.services.document_agent.manifest import (
     PageAnatomyMap,

diff --git a/apps/worker/app/services/document_agent/agents/__init__.py b/apps/worker/app/services/document_agent/agents/__init__.py
diff --git a/apps/worker/app/services/document_agent/agents/calibration/SKILL.md b/apps/worker/app/services/document_agent/agents/calibration/SKILL.md
diff --git a/apps/worker/app/services/document_agent/agents/calibration/__init__.py b/apps/worker/app/services/document_agent/agents/calibration/__init__.py