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You are a focused subagent reviewer for a single holistic investigation batch.
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Repository root: /home/tdvorak/Desktop/PROG_projekty/GOLANG/Devour
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Immutable packet: /home/tdvorak/Desktop/PROG_projekty/GOLANG/Devour/.desloppify/review_packets/holistic_packet_20260223_100953.json
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Batch index: 5
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Batch name: Cross-cutting Sweep
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Batch dimensions: error_consistency
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Batch rationale: selected dimensions had no direct batch mapping; review representative cross-cutting files
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Files assigned:
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- internal/quality/enhanced_types.go
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- internal/quality/narrative_test.go
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- internal/quality/scoring_test.go
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- internal/quality/types.go
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- pkg/rustdocs/parser_test.go
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- cmd/scrape.go
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- internal/quality/plugins/go/analyzers/detectors.go
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- internal/quality/plugins/go/analyzers/advanced.go
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- internal/scraper/web.go
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- internal/quality/plugins/go/plugin.go
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- internal/scheduler/scheduler.go
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- cmd/init.go
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- internal/scraper/localsearch_test.go
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- internal/config/config.go
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- internal/ai/openai.go
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- cmd/get.go
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- cmd/get_test.go
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- internal/quality/analyzers/controlflow.go
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- internal/vector/store.go
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- cmd/ask.go
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- examples/demo_scrapers.go
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- internal/indexer/indexer.go
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- internal/scraper/openapi.go
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- pkg/pythondocs/parser.go
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- internal/quality/analyzers/dataflow.go
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- internal/quality/scanner_test.go
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- internal/server/server.go
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- internal/scraper/localsearch.go
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- internal/scraper/external/nuxtdocs.go
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- internal/quality/plugins/go/analyzers/test_coverage.go
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- internal/search/engine.go
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- internal/scraper/external/astrodocs.go
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- internal/scraper/external/cloudflaredocs.go
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- internal/scraper/external/dockerdocs.go
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- internal/scraper/external/godocs.go
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- internal/scraper/external/javadocs.go
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- internal/scraper/external/mcpdocs.go
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- README.md
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- .desloppify/query.json
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- .github/workflows/ci.yml
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- AGENTS.md
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- cmd/devour_enhanced.py
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- cmd/devour_enhanced_fixed.py
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- cmd/devour_enhanced_v2.py
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- cmd/devour_lighthouse.py
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- cmd/devour_scorecard.py
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- cmd/quality.go
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- cmd/scorecard_generator.py
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- desloppify/desloppify/desloppify/app/commands/_show_terminal.py
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- desloppify/desloppify/desloppify/app/commands/fix/apply_flow.py
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- desloppify/desloppify/desloppify/app/commands/issues_cmd.py
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- desloppify/desloppify/desloppify/app/commands/next.py
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- desloppify/desloppify/desloppify/app/commands/resolve/selection.py
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- desloppify/desloppify/desloppify/app/commands/scan/scan_reporting_llm.py
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- desloppify/desloppify/desloppify/app/commands/status_parts/render.py
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- desloppify/desloppify/desloppify/app/output/scorecard_parts/projection.py
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- desloppify/desloppify/desloppify/engine/detectors/security/rules.py
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- desloppify/desloppify/desloppify/engine/scoring_internal/subjective/core.py
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- desloppify/desloppify/desloppify/engine/state_internal/resolution.py
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- desloppify/desloppify/desloppify/intelligence/review/__init__.py
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- desloppify/desloppify/desloppify/intelligence/review/context_internal/structure.py
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- desloppify/desloppify/desloppify/intelligence/review/dimensions/data.py
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- desloppify/desloppify/desloppify/intelligence/review/importing/holistic.py
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- desloppify/desloppify/desloppify/languages/_shared/phases_common.py
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- desloppify/desloppify/desloppify/languages/_shared/review_data/dimensions.json
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- desloppify/desloppify/desloppify/languages/_shared/scaffold_detect_commands.py
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- desloppify/desloppify/desloppify/languages/csharp/_parse_helpers.py
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- desloppify/desloppify/desloppify/languages/csharp/commands.py
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- desloppify/desloppify/desloppify/languages/csharp/deps/cli.py
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- desloppify/desloppify/desloppify/languages/csharp/deps/fallback.py
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- desloppify/desloppify/desloppify/languages/csharp/detectors/deps.py
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- desloppify/desloppify/desloppify/languages/csharp/phases.py
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- desloppify/desloppify/desloppify/languages/csharp/test_coverage.py
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- desloppify/desloppify/desloppify/languages/dart/__init__.py
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- desloppify/desloppify/desloppify/languages/dart/commands.py
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- desloppify/desloppify/desloppify/languages/dart/detectors/deps.py
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- desloppify/desloppify/desloppify/languages/dart/extractors.py
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- desloppify/desloppify/desloppify/languages/dart/move.py
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- desloppify/desloppify/desloppify/languages/framework/commands_base.py
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- desloppify/desloppify/desloppify/languages/gdscript/__init__.py
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Task requirements:
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1. Read the immutable packet and follow `system_prompt` constraints exactly.
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2. Evaluate ONLY listed files and ONLY listed dimensions for this batch.
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3. Return 0-10 high-quality findings for this batch (empty array allowed).
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4. Score/finding consistency is required: broader or more severe findings MUST lower dimension scores.
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5. Every finding must include `related_files` with at least 2 files when possible.
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6. Every finding must include `impact_scope` and `fix_scope`.
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7. Every scored dimension MUST include dimension_notes with concrete evidence.
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8. If a dimension score is >85, include `unreported_risk` in dimension_notes.
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9. Use exactly one decimal place for every assessment and abstraction sub-axis score.
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10. Do not edit repository files.
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11. Return ONLY valid JSON, no markdown fences.
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Scope enums:
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- impact_scope: "local" | "module" | "subsystem" | "codebase"
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- fix_scope: "single_edit" | "multi_file_refactor" | "architectural_change"
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Output schema:
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{
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"batch": "Cross-cutting Sweep",
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"batch_index": 5,
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"assessments": {"<dimension>": <0-100 with one decimal place>},
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"dimension_notes": {
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"<dimension>": {
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"evidence": ["specific code observations"],
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"impact_scope": "local|module|subsystem|codebase",
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"fix_scope": "single_edit|multi_file_refactor|architectural_change",
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"confidence": "high|medium|low",
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"unreported_risk": "required when score >85",
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"sub_axes": {"abstraction_leverage": 0-100 with one decimal place, "indirection_cost": 0-100 with one decimal place, "interface_honesty": 0-100 with one decimal place} // required for abstraction_fitness when evidence supports it
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}
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},
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"findings": []
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}
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