Devour/.desloppify/subagents/runs/20260224_101201/prompts/batch-6.md

You are a focused subagent reviewer for a single holistic investigation batch.

Repository root: /home/tdvorak/Desktop/PROG_projekty/GOLANG/Devour Immutable packet: /home/tdvorak/Desktop/PROG_projekty/GOLANG/Devour/.desloppify/review_packets/holistic_packet_20260224_101201.json Batch index: 6 Batch name: Full Codebase Sweep Batch dimensions: cross_module_architecture, error_consistency, abstraction_fitness, test_strategy, design_coherence Batch rationale: thorough default: evaluate cross-cutting quality across all production files

Files assigned:

• cleanup_unused.go
• cmd/ask.go
• cmd/auto.go
• cmd/demo.go
• cmd/desloppify_proxy.go
• cmd/devour/main.go
• cmd/generate_scorecards/main.go
• cmd/get.go
• cmd/init.go
• cmd/languages.go
• cmd/push.go
• cmd/quality.go
• cmd/query.go
• cmd/realtest/main.go
• cmd/review.go
• cmd/root.go
• cmd/runtime_helpers.go
• cmd/scorecard.go
• cmd/scrape.go
• cmd/serve.go
• cmd/status.go
• cmd/sync.go
• cmd/verify.go
• examples/demo_scrapers.go
• internal/ai/ai.go
• internal/ai/openai.go
• internal/config/config.go
• internal/indexer/indexer.go
• internal/markdown/formatter.go
• internal/projectstate/state.go
• internal/quality/analyzers/controlflow.go
• internal/quality/analyzers/dataflow.go
• internal/quality/analyzers/practices.go
• internal/quality/detector.go
• internal/quality/detectors/complexity.go
• internal/quality/detectors/duplication.go
• internal/quality/detectors/naming.go
• internal/quality/docs_evidence.go
• internal/quality/enhanced_types.go
• internal/quality/languages.go
• internal/quality/plugins/go/analyzers/advanced.go
• internal/quality/plugins/go/analyzers/deadcode.go
• internal/quality/plugins/go/analyzers/detectors.go
• internal/quality/plugins/go/analyzers/security.go
• internal/quality/plugins/go/analyzers/test_coverage.go
• internal/quality/plugins/go/fixers/advanced_fixers.go
• internal/quality/plugins/go/fixers/fixers.go
• internal/quality/plugins/go/plugin.go
• internal/quality/plugins/plugin.go
• internal/quality/plugins/registry.go
• internal/quality/scanner.go
• internal/quality/scoring.go
• internal/quality/state.go
• internal/quality/types.go
• internal/scheduler/scheduler.go
• internal/scraper/external/astrodocs.go
• internal/scraper/external/cloudflaredocs.go
• internal/scraper/external/dockerdocs.go
• internal/scraper/external/godocs.go
• internal/scraper/external/javadocs.go
• internal/scraper/external/mcpdocs.go
• internal/scraper/external/nuxtdocs.go
• internal/scraper/external/pythondocs.go
• internal/scraper/external/reactdocs.go
• internal/scraper/external/register.go
• internal/scraper/external/rustdocs.go
• internal/scraper/external/springdocs.go
• internal/scraper/external/tsdocs.go
• internal/scraper/external/types.go
• internal/scraper/external/vuedocs.go
• internal/scraper/github.go
• internal/scraper/local.go
• internal/scraper/localsearch.go
• internal/scraper/normalize.go
• internal/scraper/openapi.go
• internal/scraper/register_core.go
• internal/scraper/registry_simple.go
• internal/scraper/scraper.go
• internal/scraper/web.go
• internal/scraper/wrapper.go
• internal/search/engine.go
• internal/server/server.go
• internal/storage/writer.go
• internal/ui/banner.go
• internal/ui/character.go
• internal/vector/store.go
• main.go
• pkg/astrodocs/parser.go
• pkg/astrodocs/types.go
• pkg/client/client.go
• pkg/cloudflaredocs/parser.go
• pkg/cloudflaredocs/types.go
• pkg/dockerdocs/parser.go
• pkg/dockerdocs/types.go
• pkg/godocs/parser.go
• pkg/godocs/types.go
• pkg/javadocs/parser.go
• pkg/javadocs/types.go
• pkg/mcpdocs/parser.go
• pkg/mcpdocs/types.go
• pkg/nuxtdocs/parser.go
• pkg/nuxtdocs/types.go
• pkg/parserutil/url.go
• pkg/pythondocs/parser.go
• pkg/pythondocs/types.go
• pkg/reactdocs/parser.go
• pkg/reactdocs/types.go
• pkg/rustdocs/parser.go
• pkg/rustdocs/types.go
• pkg/springdocs/parser.go
• pkg/springdocs/types.go
• pkg/tsdocs/parser.go
• pkg/tsdocs/types.go
• pkg/types/types.go
• pkg/vuedocs/parser.go
• pkg/vuedocs/types.go

Task requirements:

1. Read the immutable packet and follow system_prompt constraints exactly.
2. Evaluate ONLY listed files and ONLY listed dimensions for this batch.
3. Return 0-10 high-quality findings for this batch (empty array allowed).
4. Score/finding consistency is required: broader or more severe findings MUST lower dimension scores.
5. Every finding must include related_files with at least 2 files when possible.
6. Every finding must include impact_scope and fix_scope.
7. Every scored dimension MUST include dimension_notes with concrete evidence.
8. If a dimension score is >85, include unreported_risk in dimension_notes.
9. Use exactly one decimal place for every assessment and abstraction sub-axis score.
10. Do not edit repository files.
11. Return ONLY valid JSON, no markdown fences.

Scope enums:

• impact_scope: "local" | "module" | "subsystem" | "codebase"
• fix_scope: "single_edit" | "multi_file_refactor" | "architectural_change"

Output schema: { "batch": "Full Codebase Sweep", "batch_index": 6, "assessments": {"": <0-100 with one decimal place>}, "dimension_notes": { "": { "evidence": ["specific code observations"], "impact_scope": "local|module|subsystem|codebase", "fix_scope": "single_edit|multi_file_refactor|architectural_change", "confidence": "high|medium|low", "unreported_risk": "required when score >85", "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 } }, "findings": [] }