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EPIC: compile stargraph workflows into LLM weights (generate → compile → call)

area/runtimeGraphRun, dispatch, lifecycle, mirror GraphRun, dispatch, lifecycle, mirror

enhancementNew feature or request New feature or request

epicMulti-issue rollup Multi-issue rollup

needs-designDesign not yet settled — please don't open a PR yet Design not yet settled — please don't open a PR yet

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/XLEpic / multi-week / spans subsystems Epic / multi-week / spans subsystems

Status: Open.

#172 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 26, 2026

Compile-to-weights 5: CompiledWorkflowNode + per-graph determinism knob (fully-compiled | hybrid | rules-only)

area/runtimeGraphRun, dispatch, lifecycle, mirror GraphRun, dispatch, lifecycle, mirror

enhancementNew feature or request New feature or request

needs-designDesign not yet settled — please don't open a PR yet Design not yet settled — please don't open a PR yet

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/M<2 days: multi-file feature <2 days: multi-file feature

Status: Open.

#169 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 26, 2026

Compile-to-weights 3: full-parameter offline compile job + registry provenance handoff

area/runtimeGraphRun, dispatch, lifecycle, mirror GraphRun, dispatch, lifecycle, mirror

blockedBlocked on external dependency or decision Blocked on external dependency or decision

enhancementNew feature or request New feature or request

needs-designDesign not yet settled — please don't open a PR yet Design not yet settled — please don't open a PR yet

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/XLEpic / multi-week / spans subsystems Epic / multi-week / spans subsystems

Status: Open.

#168 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 26, 2026

Compile-to-weights 4: LLM-weights (vllm/transformers) runtime in ModelRegistry

area/runtimeGraphRun, dispatch, lifecycle, mirror GraphRun, dispatch, lifecycle, mirror

enhancementNew feature or request New feature or request

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/L<1 week: cross-cutting feature <1 week: cross-cutting feature

Status: Open.

#167 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 26, 2026

Compile-to-weights 2: workflow -> training-dataset builder (stargraph compile-data)

area/runtimeGraphRun, dispatch, lifecycle, mirror GraphRun, dispatch, lifecycle, mirror

enhancementNew feature or request New feature or request

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/L<1 week: cross-cutting feature <1 week: cross-cutting feature

Status: Open.

#166 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 26, 2026

Compile-to-weights 1: GraphAuthorSkill — generate a workflow IR from a prompt

area/skillsSkill bundles + reference skills Skill bundles + reference skills

enhancementNew feature or request New feature or request

needs-designDesign not yet settled — please don't open a PR yet Design not yet settled — please don't open a PR yet

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/L<1 week: cross-cutting feature <1 week: cross-cutting feature

Status: Open.

#165 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 26, 2026

Bosun: kg_conflicts CLIPS rule pack for deterministic conflict detection over the fact layer

area/bosunBosun rule packs + signing Bosun rule packs + signing

enhancementNew feature or request New feature or request

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/M<2 days: multi-file feature <2 days: multi-file feature

Status: Open.

#155 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 24, 2026

Memory: conflict-driven UpdateDelta/DeleteDelta emission for Global Adjudication (consistency maintenance)

area/storesVector/graph/fact/memory stores Vector/graph/fact/memory stores

enhancementNew feature or request New feature or request

needs-designDesign not yet settled — please don't open a PR yet Design not yet settled — please don't open a PR yet

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/L<1 week: cross-cutting feature <1 week: cross-cutting feature

Status: Open.

#154 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 24, 2026

Reranker: PPRReranker (Personalized PageRank) over graph-retrieval hits

area/storesVector/graph/fact/memory stores Vector/graph/fact/memory stores

enhancementNew feature or request New feature or request

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/L<1 week: cross-cutting feature <1 week: cross-cutting feature

Status: Open.

#153 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 24, 2026

Stores: heterogeneous tri-view graph schema (ontology/fact/passage nodes) via RyuGraph migration

area/storesVector/graph/fact/memory stores Vector/graph/fact/memory stores

blockedBlocked on external dependency or decision Blocked on external dependency or decision

enhancementNew feature or request New feature or request

needs-designDesign not yet settled — please don't open a PR yet Design not yet settled — please don't open a PR yet

P2Medium priority: roadmap gap or DX/tooling Medium priority: roadmap gap or DX/tooling

size/L<1 week: cross-cutting feature <1 week: cross-cutting feature

Status: Open.

#152 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 24, 2026

Eval: recall-vs-relevance GraphRAG harness to gate construction-quality features

area/skillsSkill bundles + reference skills Skill bundles + reference skills

enhancementNew feature or request New feature or request

P1High priority: load-bearing gap or correctness High priority: load-bearing gap or correctness

size/M<2 days: multi-file feature <2 days: multi-file feature

Status: Open.

#151 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 24, 2026

kg_promotion: Unified Schema Filtering tau-gate in the triple -> fact promotion loop

area/storesVector/graph/fact/memory stores Vector/graph/fact/memory stores

enhancementNew feature or request New feature or request

P1High priority: load-bearing gap or correctness High priority: load-bearing gap or correctness

size/M<2 days: multi-file feature <2 days: multi-file feature

Status: Open.

#150 In KrakenNet/stargraph;

· se-jo-ma opened on Jun 24, 2026