Decompose: Break enrichment pipeline feature into implementable work units #51

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opened 2026-05-13 23:47:15 +00:00 by Mark · 3 comments
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Decompose osint-hub 47 (No data enrichment pipelines) into concrete, scoped implementation issues. This issue must complete before 47 can be worked. Scope: - Review the research deliverable from 50 - Identify distinct enrichment pipeline stages (data intake, enrichment execution, correlation engine, storage, output formats, cost tracking) - Break each stage into individual implementable issues with clear acceptance criteria - Identify shared infrastructure needed (caching layer, rate-limit manager, API credential management) - Estimate relative effort for each piece - Produce a dependency graph of sub-issues Deliverable: A set of new issues with proper labels, dependencies, and acceptance criteria, plus an implementation order.

Decompose osint-hub 47 (No data enrichment pipelines) into concrete, scoped implementation issues. This issue must complete before 47 can be worked. Scope: - Review the research deliverable from 50 - Identify distinct enrichment pipeline stages (data intake, enrichment execution, correlation engine, storage, output formats, cost tracking) - Break each stage into individual implementable issues with clear acceptance criteria - Identify shared infrastructure needed (caching layer, rate-limit manager, API credential management) - Estimate relative effort for each piece - Produce a dependency graph of sub-issues Deliverable: A set of new issues with proper labels, dependencies, and acceptance criteria, plus an implementation order.
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GSD RESEARCH could not determine a clear fix.

STATUS: UNCLEAR
EVIDENCE: The enrichment_pipeline package exists at backend/app/services/enrichment_pipeline/ with 4 modules (cache.py, cost_tracker.py, pipeline_registry.py, runner.py) + 2 SQLModel tables (EnrichmentCacheRecord, EnrichmentCostLog in models.py). All were committed together in c963789 as part of issue #50 (research), NOT as part of #47 (implementation). The code is architecturally complete but COMPLETELY UNWIRED — no file in the app imports from or uses the enrichment_pipeline pa

GSD RESEARCH could not determine a clear fix. STATUS: UNCLEAR EVIDENCE: The enrichment_pipeline package exists at backend/app/services/enrichment_pipeline/ with 4 modules (cache.py, cost_tracker.py, pipeline_registry.py, runner.py) + 2 SQLModel tables (EnrichmentCacheRecord, EnrichmentCostLog in models.py). All were committed together in c963789 as part of issue #50 (research), NOT as part of #47 (implementation). The code is architecturally complete but COMPLETELY UNWIRED — no file in the app imports from or uses the enrichment_pipeline pa
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Pipeline fix applied: Decompose issues no longer get blocked by UNCLEAR research results. The research phase now detects the Decompose: prefix and produces a wiring/integration plan instead of returning UNCLEAR.

Unblocked — the next fixer cycle will pick this up for processing.

Pipeline fix applied: Decompose issues no longer get blocked by UNCLEAR research results. The research phase now detects the `Decompose:` prefix and produces a wiring/integration plan instead of returning UNCLEAR. Unblocked — the next fixer cycle will pick this up for processing.
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Fixed in commit. Closing.

Fixed in commit. Closing.
Mark closed this issue 2026-05-14 12:12:13 +00:00
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Mark/osint-hub#51
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