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feat(memory-v3): weighted, decaying auto-edge learning job#31988

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May 25, 2026
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feat(memory-v3): weighted, decaying auto-edge learning job#31988
velissa-ai merged 1 commit into
velissa-ai/memory-v3-buildfrom
run-plan/memory-v3/pr-18

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Summary

  • Add memory_v3_auto_edges table (idempotent migration 263) + auto-edges store (reinforce on used-only, decay, aboveThreshold adjacency for edge-expansion's extraAdjacency seam).
  • Add memory_v3_edge_learning job: reinforces/decays from co-activations, proposes high-weight edges as advisory promotion candidates (assistant ratifies during consolidation).

Part of plan: memory-v3-build.md (PR 18 of 19)

@velissa-ai velissa-ai merged commit 9279659 into velissa-ai/memory-v3-build May 25, 2026
@velissa-ai velissa-ai deleted the run-plan/memory-v3/pr-18 branch May 25, 2026 07:29
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Comment on lines +93 to +94
const since = watermark > 0 ? watermark + 1 : undefined;
const coactivations = readCoactivations(database, since);
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P1 Badge Track co-activation watermark without dropping same-ms rows

Advancing since to watermark + 1 causes permanent data loss when new co-activation rows arrive later with the same created_at millisecond as the previous run’s max timestamp. In that case, readCoactivations(..., since) will never read those rows, so some associations are never reinforced. This is realistic because timestamps are millisecond-granularity and multiple rows can share a timestamp; use a stable cursor (for example (created_at, id)) or keep an inclusive boundary with a deterministic tie-breaker instead of adding 1ms.

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velissa-ai added a commit that referenced this pull request May 25, 2026
#31990)

* feat(memory-v3): tree-node on-disk format + node store (#31971)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): config schema + cheap/capable LLM call sites (#31972)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): curated edge-expansion lane (#31973)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): write-path job types + config (no behavior) (#31974)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): gate decision (ready/more) + final selection (#31975)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): tree index with DAG adjacency + cache (#31976)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): always-on scouts over the v2 substrate (#31977)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): compose node index from children + routing hints (#31978)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): fast filter judging dense hits (sticky bypass) (#31979)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): parallel-fan-out traversal with cycle/visited guards (#31980)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): tree validator (orphans, cycles, dangling refs, freshness) (#31981)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): scout-seeded tree-walk descent driver (#31982)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): assistant memory v3 validate/tree CLI + routes (#31983)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): retrieval loop (scouts->filter->tree->edges->gate) (#31984)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): consolidation drains shared buffer into tree + maintains standing-context files (#31985)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): v3 Retriever as comparand #2 in the compare harness (#31986)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): pass-1->pass-2 co-activation logging (#31987)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): weighted, decaying auto-edge learning job (#31988)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* feat(memory-v3): live shadow via memoryRetrieval middleware (inject v2, log v3) (#31989)

Co-authored-by: Vellum Assistant <assistant@vellum.ai>

* fix(memory-v3): null-safe shadow gate when memory.v3 config is absent

The live-shadow middleware runs on every turn and read `config.memory.v3.enabled`
unguarded. Configs built outside the Zod schema (agent-loop test fixtures) have no
`memory.v3` block, so the gate threw `TypeError: undefined is not an object` and
aborted the turn — cascading across ~13 agent-loop test files. Guard with optional
chaining (matches the loop's existing `write?.coactivation` pattern) and add a
regression test for the absent-v3 config.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

* fix(memory-v3): add route policies for memory/v3/validate + tree

PR #31983 registered the two read-only v3 routes but never added their
ACTOR_ENDPOINTS entries in route-policy.ts; the per-PR run skipped CI so the
route-policy coverage guard never ran. Add both as settings.read (mirroring the
v2 read routes), satisfying guard-tests.test.ts.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>

---------

Co-authored-by: Vellum Assistant <assistant@vellum.ai>
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
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