generated from coulomb/repo-seed
Implement first knowledge engine runtime slice
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# Custodian Brief — kontextual-engine
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**Domain:** markitect
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**Last synced:** 2026-05-04 23:16 UTC
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**Last synced:** 2026-05-04 23:44 UTC
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**State Hub:** http://127.0.0.1:8000 *(adjust if running on a remote machine)*
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## Active Workstreams
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### Headless Knowledge Engine Implementation
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Progress: 0/8 done | workstream_id: `0fd08391-e8c9-4f1b-ace4-06439f958e88`
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**Open tasks:**
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- · I3.1 - Scaffold package and test harness `3d3400a5`
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- · I3.2 - Implement artifact and collection model `638ce4d0`
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- · I3.3 - Implement storage abstraction `41c84f25`
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- · I3.4 - Implement ingestion and normalization interfaces `0be5fff9`
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- · I3.5 - Implement query and retrieval API `c8841fab`
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- · I3.6 - Implement workflow run model `0d62f47c`
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- · I3.7 - Implement agent context surface `96689817`
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- … and 1 more open tasks
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No active workstreams for this repo.
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---
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## MCP Orientation (when available)
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