# opendataloader-pdf - Doramagic AI Context Pack > Purpose: pre-work context for the user's host AI. This pack does not prove that the project has been installed, run, or validated. ## Project - canonical_name: `opendataloader-project/opendataloader-pdf` - capability: PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. - expected_user_outcome: PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. ## Operating Boundaries - Do not claim that the project has been installed, run, called through an API, or used on local files unless separate evidence proves it. - Project facts must come from repo evidence, Claim Graph, or explicit source references. - When a capability is not verified, mark it as unverified instead of completing it as fact. - publish_status: `publishable` - blocking_gaps: none --- ## Doramagic Context Augmentation The following sections strengthen the repository context for a host AI. Human Manual data is a reading route, and pitfall notes become operating constraints. ## Human Manual Outline Usage rule: this is only a reading route and salience signal, not factual authority. Concrete claims must still return to repo evidence or Claim Graph. Host AI hard rules: - Do not treat page titles, section order, summaries, or importance values as factual project evidence. - When explaining the Human Manual outline, state that it is only a reading route or salience signal. - Capability, installation, compatibility, runtime state, and risk claims must cite repo evidence, source paths, or Claim Graph. - **Project Overview and System Architecture**: importance `high` - source_paths: README.md, java/pom.xml, java/opendataloader-pdf-core/pom.xml, java/opendataloader-pdf-cli/pom.xml, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/api/OpenDataLoaderPDF.java - **Core Processing Pipeline and PDF Element Detection**: importance `high` - source_paths: java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/DocumentProcessor.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HeadingProcessor.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/TableBorderProcessor.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ClusterTableProcessor.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/ListProcessor.java - **Hybrid AI Mode, Output Generators, and JSON Schema**: importance `high` - source_paths: java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/processors/HybridDocumentProcessor.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridClient.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HybridConfig.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/DoclingFastServerClient.java, java/opendataloader-pdf-core/src/main/java/org/opendataloader/pdf/hybrid/HancomClient.java - **Language SDKs, CLI, and Build/Operations**: importance `high` - source_paths: python/opendataloader-pdf/src/opendataloader_pdf/wrapper.py, python/opendataloader-pdf/src/opendataloader_pdf/runner.py, python/opendataloader-pdf/src/opendataloader_pdf/hybrid_server.py, python/opendataloader-pdf-mcp/src/opendataloader_pdf_mcp/server.py, node/opendataloader-pdf/src/index.ts ## Repo Inspection Evidence - repo_clone_verified: true - repo_inspection_verified: true - repo_commit: `0448684162c27a27aa4838eec8fd42274ed60c08` - inspected_files: `README.md`, `package.json`, `docs/hybrid/docling-speed-optimization-plan.md`, `docs/hybrid/experiments/chunking_strategy/conclusion.json`, `docs/hybrid/experiments/chunking_strategy/docling_benchmark_report.json`, `docs/hybrid/experiments/chunking_strategy/docling_page_range_benchmark.py`, `docs/hybrid/experiments/speed/baseline_results.json`, `docs/hybrid/experiments/speed/fastapi_results.json`, `docs/hybrid/experiments/speed/speed-experiment-2026-01-03.md`, `docs/hybrid/experiments/speed/subprocess_results.json`, `docs/hybrid/experiments/triage/triage-experiments.md`, `docs/hybrid/hybrid-mode-design.md`, `docs/hybrid/hybrid-mode-tasks.md`, `docs/hybrid/research/comparison-summary.md`, `docs/hybrid/research/docling-openapi.json`, `docs/hybrid/research/docling-sample-response-lorem.json`, `docs/hybrid/research/docling-sample-response.json`, `docs/hybrid/research/iobject-structure.md`, `docs/hybrid/research/opendataloader-sample-response.json`, `docs/hybrid/research/opendataloader-sample-response.md` Host AI hard rules: - Without repo_clone_verified=true, do not claim that the source code has been read. - Without repo_inspection_verified=true, do not write README, docs, or package-file conclusions as facts. - Without quick_start_verified=true, do not claim that the Quick Start path has run successfully. ## Doramagic Pitfall Constraints These rules come from Doramagic discovery, validation, or compilation findings. The host AI must treat them as operating constraints, not background notes. ### Constraint 1: Configuration risk requires verification - Trigger: Project evidence flags a configuration risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/566 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 2: Capability evidence risk requires verification - Trigger: Project evidence flags a capability evidence risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/414 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 3: Runtime risk requires verification - Trigger: Project evidence flags a runtime risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/428 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 4: Installation risk requires verification - Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/440 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 5: Installation risk requires verification - Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/528 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 6: Installation risk requires verification - Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/578 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 7: Installation risk requires verification - Trigger: Project evidence flags a installation risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/584 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 8: Configuration risk requires verification - Trigger: Project evidence flags a configuration risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/548 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 9: Capability evidence risk requires verification - Trigger: README/documentation is current enough for a first validation pass. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: capability.assumptions | https://github.com/opendataloader-project/opendataloader-pdf - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it. ### Constraint 10: Maintenance risk requires verification - Trigger: Project evidence flags a maintenance risk. Review the linked source before relying on this workflow. - Host AI rule: Reproduce the official install and quickstart path in an isolated environment. - Why it matters: May increase setup, validation, or first-run risk for the user. - Evidence: community_evidence:github | https://github.com/opendataloader-project/opendataloader-pdf/issues/581 - Hard boundary: Do not present this pitfall as solved, verified, or ignorable unless later evidence explicitly closes it.