Issues

• resources-graph: PreToolUse nudge for resources already in memory

  memgraph/ai-toolkit#469 · Filter by author antejavor opened on Oct 7, 2026

• resources-graph: touch-driven refresh and rate-limit handling

  memgraph/ai-toolkit#468 · Filter by author antejavor opened on Oct 7, 2026

• resources-graph: connect Resources (references) and Touches (Actions, Agents)

  memgraph/ai-toolkit#467 · Filter by author antejavor opened on Oct 7, 2026

• resources-graph: listings with exact and subsumed cache reads

  memgraph/ai-toolkit#466 · Filter by author antejavor opened on Oct 7, 2026

• resources-graph: tracer bullet — single issues, PRs and repos served from memory

  memgraph/ai-toolkit#465 · Filter by author antejavor opened on Oct 7, 2026
  

• PRD: resources-graph — remember public GitHub resources the agent explored and serve them from memory

  needs-triage
  memgraph/ai-toolkit#464 · Filter by author antejavor opened on Oct 7, 2026

• context-graph: track and analyse memory served to and used by the model

  needs-triage
  memgraph/ai-toolkit#463 · Filter by author antejavor opened on Oct 7, 2026

• Map: Resources component — harness resources (GitHub first) as cached, connected memory

  wayfinder:map
  memgraph/ai-toolkit#454 · Filter by author antejavor opened on Oct 7, 2026
  1

• Restore the transformers CVE-2026-1839 floor with GLiNER2 as the default backend

  memgraph/ai-toolkit#443 · Filter by author antejavor opened on Oct 6, 2026

• Entity identity as a hygm contract the extraction backends apply

  memgraph/ai-toolkit#442 · Filter by author antejavor opened on Oct 6, 2026
  1

• Derived vocabularies drop relations for rarely stated facts (the 25:50 personal best)

  memgraph/ai-toolkit#440 · Filter by author antejavor opened on Oct 6, 2026
  1

• Shared read scope for recall

  wayfinder:grilling
  memgraph/ai-toolkit#420 · Filter by author antejavor opened on Oct 5, 2026
  1

• Explicit memory: a remember tool and :Memory in recall

  wayfinder:grilling
  memgraph/ai-toolkit#419 · Filter by author antejavor opened on Oct 5, 2026
  1

• Does the graph lane help on coding sessions, not just LongMemEval?

  wayfinder:research
  memgraph/ai-toolkit#395 · Filter by author antejavor opened on Sep 30, 2026
  2

• context-graph: make providers distinguishable and comparable in the graph (source_sdk property, normalized tool_kind)

  memgraph/ai-toolkit#385 · Filter by author antejavor opened on Sep 29, 2026

• agent-context-graph: verify the cursor runtime against a live Cursor session

  memgraph/ai-toolkit#384 · Filter by author antejavor opened on Sep 29, 2026

• One command surface for users and the agent

  wayfinder:grilling
  memgraph/ai-toolkit#379 · Filter by author antejavor opened on Sep 29, 2026

• Capture scoping: exclusions, pause, connector selection

  wayfinder:grilling
  memgraph/ai-toolkit#377 · Filter by author antejavor opened on Sep 29, 2026

• Forget semantics: cascade, tombstone vs hard delete

  wayfinder:grilling
  memgraph/ai-toolkit#376 · Filter by author antejavor opened on Sep 29, 2026

• Redaction: hook-time gate, reconciliation-time, or both

  wayfinder:grilling
  memgraph/ai-toolkit#375 · Filter by author antejavor opened on Sep 29, 2026

• Map: Context-graph visualisation & observability (control later)

  wayfinder:map
  memgraph/ai-toolkit#374 · Filter by author antejavor opened on Sep 29, 2026

• unstructured2graph: GLiNER2Backend has no cross-chunk coreference and no batched reconciliation path (LightRAG has both)

  memgraph/ai-toolkit#339 · Filter by author antejavor opened on Sep 16, 2026

• context-graph: sessions are distilled with a document chunker, and the memory tier ends up 14:1 assistant output

  memgraph/ai-toolkit#328 · Filter by author antejavor opened on Sep 14, 2026
  1

• tests.yaml: a new package's own test job can never trigger on its own changes

  memgraph/ai-toolkit#320 · Filter by author antejavor opened on Sep 2, 2026

• Map: Context-graph emergence pipeline — reconciliation, retrieval, eval

  wayfinder:map
  memgraph/ai-toolkit#297 · Filter by author antejavor opened on Aug 18, 2026