Issues

• Task: one operation vocabulary for model evolution

  wayfinder:task
  memgraph/ai-toolkit#704 · Filter by author antejavor opened on Nov 6, 2026

• Task: OWL import of subclasses, datatype properties, keys and IRIs

  wayfinder:task
  memgraph/ai-toolkit#703 · Filter by author antejavor opened on Nov 6, 2026

• Task: move sql2graph's strategies into hygm and delete core/hygm

  wayfinder:task
  memgraph/ai-toolkit#702 · Filter by author antejavor opened on Nov 6, 2026

• Task: sql2graph emits a hygm model and mapping

  wayfinder:task
  memgraph/ai-toolkit#701 · Filter by author antejavor opened on Nov 6, 2026

• Task: hygm Memgraph plan: constraints, indexes, enums and labels from a model

  wayfinder:task
  memgraph/ai-toolkit#700 · Filter by author antejavor opened on Nov 6, 2026

• Task: hygm mapping file (layer 3)

  wayfinder:task
  memgraph/ai-toolkit#699 · Filter by author antejavor opened on Nov 6, 2026

• Task: sessions-graph raises its graph epoch before storing a v2 ontology

  wayfinder:task
  memgraph/ai-toolkit#698 · Filter by author antejavor opened on Nov 6, 2026

• Task: hygm profiles (extraction, conversation, learning) replace hardcoded context-graph rules

  wayfinder:task
  memgraph/ai-toolkit#697 · Filter by author antejavor opened on Nov 6, 2026

• Task: hygm model format v2 (properties, parents, key, values, iri), schemas and conformance fixtures

  wayfinder:task
  memgraph/ai-toolkit#696 · Filter by author antejavor opened on Nov 6, 2026

• Grilling: who owns source mappings across the Memgraph ecosystem

  wayfinder:grilling
  memgraph/ai-toolkit#695 · Filter by author antejavor opened on Nov 6, 2026

• Task: land the hygm contract spec

  wayfinder:task
  memgraph/ai-toolkit#694 · Filter by author antejavor opened on Nov 6, 2026

• Map: hygm as the general graph-model component

  wayfinder:map
  memgraph/ai-toolkit#693 · Filter by author antejavor opened on Nov 6, 2026

• context-graph-spaces: init says embeddings are ok when the model can't load (read-only cache on the HA Helm chart)

  memgraph/ai-toolkit#688 · Filter by author antejavor opened on Nov 5, 2026
  1

• context-graph-spaces: init fails the admin-role check for an admin with every privilege granted directly

  memgraph/ai-toolkit#687 · Filter by author antejavor opened on Nov 5, 2026

• context-graph-spaces: no smoke test runs the compose deployment end to end

  enhancement
  memgraph/ai-toolkit#682 · Filter by author antejavor opened on Nov 4, 2026

• memgraph-context-graph: join writes the config before checking the login, so a failed join leaves hooks pointed at a login that doesn't work

  bug
  memgraph/ai-toolkit#681 · Filter by author antejavor opened on Nov 4, 2026

• context-graph: OpenCode plugin shutdown doesn't wait for in-flight event captures, so the last assistant reply can be lost

  needs-triage
  memgraph/ai-toolkit#673 · Filter by author antejavor opened on Nov 4, 2026

• context-graph: tool calls that end without a post-tool hook stay unanswered (permission denials, interrupts, rejected patches)

  needs-triage
  memgraph/ai-toolkit#672 · Filter by author antejavor opened on Nov 4, 2026

• context-graph: no size bound on stored tool results; Read/Edit/Write file bodies dominate graph memory

  needs-triage
  memgraph/ai-toolkit#671 · Filter by author antejavor opened on Nov 3, 2026

• actions-graph: Action.metadata stores the tool payload a second time, about half of every Action's size

  needs-triage
  memgraph/ai-toolkit#670 · Filter by author antejavor opened on Nov 3, 2026

• context-graph: review sharing risks and permanently forget topics through supported tools

  enhancementneeds-triage
  memgraph/ai-toolkit#669 · Filter by author antejavor opened on Nov 3, 2026

• lightrag-memgraph: upgrade lightrag-hku to 1.5.5 (markdown image-download SSRF)

  memgraph/ai-toolkit#646 · Filter by author antejavor opened on Oct 29, 2026

• Raise requires-python to 3.11 to close the remaining dependency alerts

  memgraph/ai-toolkit#645 · Filter by author antejavor opened on Oct 29, 2026

• context-graph: the Windows install job tests the released packages and runs no agent session

  enhancementgithub_actions
  memgraph/ai-toolkit#644 · Filter by author antejavor opened on Oct 29, 2026

• context-graph: switching one agent to native leaves other graph-backed agents without a copy-back

  bug
  memgraph/ai-toolkit#640 · Filter by author antejavor opened on Oct 29, 2026