Issues

• 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

• skills-graph: :Skill identity is the bare name, so same-named skills from different scopes merge

  memgraph/ai-toolkit#634 · Filter by author mkolodzej opened on Oct 28, 2026

• context-graph: Antigravity CLI sessions never leave status in_progress (no session-end hook is wired)

  memgraph/ai-toolkit#631 · Filter by author mkolodzej opened on Oct 28, 2026

• context-graph: setup --memory-backend has no --home, and --plan doesn't list the files the memory step rewrites

  memgraph/ai-toolkit#628 · Filter by author mkolodzej opened on Oct 28, 2026

• context-graph: subagent actions land on the parent Session when subagent lifecycle events are missed

  needs-triage
  memgraph/ai-toolkit#617 · Filter by author antejavor opened on Oct 27, 2026

• context-graph: deferred cleanups from the #549 architecture review

  needs-triage
  memgraph/ai-toolkit#615 · Filter by author antejavor opened on Oct 25, 2026

• memgraph-context-graph: route the SDK adapters through RuntimeSpec

  needs-triage
  memgraph/ai-toolkit#614 · Filter by author antejavor opened on Oct 25, 2026

• actions-graph: export its own traversals instead of copying them into other packages

  needs-triage
  memgraph/ai-toolkit#613 · Filter by author antejavor opened on Oct 25, 2026

• CI: remove workflow duplication (setup blocks, release workflows, overlapping live sessions)

  enhancementgithub_actionsneeds-triage
  memgraph/ai-toolkit#607 · Filter by author antejavor opened on Oct 23, 2026

• context-graph-viewer: Setup view — which agents are wired, and the fix for each gap

  wayfinder:task
  memgraph/ai-toolkit#545 · Filter by author antejavor opened on Oct 13, 2026

• Generalize hygm's default ontology, and decide whether learning stays on by default

  memgraph/ai-toolkit#476 · Filter by author antejavor opened on Oct 8, 2026

• sessions-graph: reconciliation feeds raw tool-result reprs to extraction

  wayfinder:task
  memgraph/ai-toolkit#473 · Filter by author antejavor opened on Oct 8, 2026

• Derive's propose step reads whole sessions: ~$0.65 per seed on BEAM

  memgraph/ai-toolkit#472 · Filter by author antejavor opened on Oct 8, 2026