Codestin Search App

ruvnet · 2026-09-08T06:29:21Z

1. Hypothesis

Given MemoryConsolidator.dedup() operating on entries that already carry a resident .embedding: Float32Array and an already-populated, incrementally-synced HNSWIndex handle it holds but never queries for similarity, when a near-duplicate detection pass is added that queries index.search() for each hash-pass-surviving entry with an embedding and merges any group whose cosine similarity is at or above a configurable similarityThreshold (default 0.95, matching the orphaned domain-service's own constant) using the existing keeper-selection strategies, then dedup() should catch semantic near-duplicates (paraphrases/reformattings) that byte-exact SHA-256 hashing structurally cannot, relative to baseline (hash-exact-only), subject to: (1) all pre-existing hash-exact-dedup behavior unchanged; (2) the near-dup pass is strictly additive; (3) entries without .embedding, or a non-cosine-metric index, fall back to exactly today's behavior; (4) a single dedup() call fully converges a duplicate cluster of any size to one survivor; (5) $0, fully deterministic evaluation, zero LLM calls.

Frozen before evaluation; condition (4) was added mid-session after an independent adversarial critic reproduced a violation of it (see §3/§8) — a legitimate strengthening the critique surfaced, not a post-hoc relaxation to match a weaker result.

2. Candidate

v3/@claude-flow/memory/src/consolidator.ts (2 commits, ~130 net lines): MemoryConsolidator.dedup() previously only bucketed entries by sha256(content). Every entry already carries .embedding?: Float32Array (types.ts:66), and dedup() already holds a handle to the adapter's incrementally-synced HNSWIndex — used only for removePoint() bookkeeping, never queried for similarity.

Added: a second pass that, for hash-pass survivors with an embedding, calls the already-in-scope index.search(entry.embedding, 8) and merges any cosine-similarity match ≥ opts.similarityThreshold (new option, default 0.95) using the existing keeper-selection strategies — now factored into shared selectKeeper/mergeGroup helpers reused by both passes. Guarded to run only when index.getConfig().metric === 'cosine' and threshold < 1; otherwise byte-identical to pre-existing behavior.

An orphaned second implementation (MemoryDomainService.consolidate(), domain/services/memory-domain-service.ts, ~700 LOC, zero tests) already does real embedding-cosine grouping, but was confirmed not directly reusable: it's bound to an injected IMemoryRepository requiring a genuine per-entry searchByVector() round-trip for a real backend (its own backing repo does a brute-force O(n) scan, not even HNSW-backed), and index.test.ts:43 explicitly asserts its backing class must not be part of the public export surface — a deliberate quarantine, not an oversight. The in-scope HNSWIndex handle is strictly cheaper and was chosen instead.

3. Evaluation Receipt

evaluated: accepted. Real evaluator: Vitest 4.1.8, deterministic, $0, zero LLM calls.

Baseline (git-stash-isolated source, test file kept) fails exactly the discriminating tests both before and after the fix-forward described below.
Independent adversarial critique (fresh subagent, no authoring context) found a real bug in the first commit: the near-dup pass processes one NEAR_DUP_SEARCH_K-wide (8) neighborhood query per entry with no transitive step, so a duplicate cluster larger than 8 split into multiple leftover survivors within a single dedup() call (reproduced: 15 pairwise-identical-embedding entries → merged: 13, 2 survivors, instead of merged: 14, 1 survivor). Bounded severity — it self-heals across repeated runAll() calls (background timer / nightlyLearner) since consumed resets every call — but a single manual dedup() call under-converged relative to its documented "collapse duplicates" contract.
Fixed forward in the second commit: looped the near-dup pass to a fixed point (re-scan until a round produces zero merges; always terminates since entries strictly decrease each merging round). Added a discriminating regression test reproducing the critic's exact 15-entry scenario — confirmed it fails against the first commit alone (merged: 13) and passes with the fix-forward applied (merged: 14, single survivor).
Full @claude-flow/memory suite: 472/473 passing (466 pre-existing + 7 new; the 1 failure is auto-memory-bridge.test.ts's pre-existing chmod-based test, confirmed unrelated and identical with/without this diff — the sandbox runs as root, bypassing the permission check it relies on). tsc --noEmit: zero errors.

4. Baseline Comparison

	Baseline (pre-diff)	Candidate
Hash-exact dedup	Unchanged	Unchanged (byte-identical code path)
Near-duplicate (paraphrase/reformat) dedup	None	Cosine ≥ 0.95 via existing `HNSWIndex`, zero extra backend round-trips
15-entry identical-embedding cluster, one `dedup()` call	N/A (not attempted)	Converges to 1 survivor (first-cut regressed to 2; fixed forward)
Full package suite	466/466 (+1 pre-existing unrelated failure)	472/473 (same 1 pre-existing unrelated failure)
`tsc --noEmit`	clean	clean

5. Darwin Lineage

Real interface confirmed tonight (ruvector harness darwin --help: darwin <config> --execute). Skipped, with a reason distinct from prior binary-fix nights: similarityThreshold is a genuine continuous tunable with a real quality/false-positive tradeoff (Darwin-eligible in principle, unlike several recent invariant-only fixes), but running it honestly needs a labeled near-duplicate benchmark corpus (true-duplicate vs. true-distinct pairs with ground truth) that doesn't exist in this repo — out of scope tonight per the research-protection budget policy. The shipped default (0.95) matches the orphaned domain-service's own already-chosen constant and CrewAI's closely-adjacent 0.85 gate, not an arbitrary pick. Flagged as a concrete follow-up.

6. Flywheel Evidence

Real interface confirmed (ruvector harness flywheel --help: verify <bundle> / gate <evidence>). No signed bundle — the schema targets LLM-task-corpus-evaluated retrieval-policy candidates; this is a deterministic code-correctness fix, consistent with every accepted night since 2026-08-18. Evidence retained as: 7 new tests (2 commits) + the linked issue + the gist + two stash-isolated baseline/candidate comparisons + the independent adversarial critique.

7. Reward Hack Check

No standalone reward-hack CLI reachable this session (weight-eft is a LoRA-distillation tool, not a diff/benchmark scanner). Manual checklist, independently re-verified by the adversarial critic with no authoring context: no test weakened (diff on the test file is purely additive — confirmed by direct diff of the pre-existing 9 tests, byte-identical); no gold-label leakage; no cherry-picking (full suite run and reported honestly both ways, pre-existing failure included, not omitted); no seed manipulation (deterministic PRNG-seeded embeddings throughout); zero cost. One disclosed caveat below (§9).

8. Security Review

Not the primary focus, but relevant to data-retention correctness: this pass deletes entries judged near-duplicate, so a coincidental (or, if the embedding path were ever exposed to untrusted input, adversarially-engineered) high-cosine collision could cause a legitimate memory to be silently dropped. Mitigated by: a conservative 0.95 default requiring near-exact vector alignment, not merely "related" content; the pass runs only during consolidation (background timer / nightlyLearner), not the synchronous write path; no new network/filesystem/credential surface (confirmed line-by-line by the adversarial critic — pure Map/HNSWIndex operations). No fix required tonight.

9. Regression Analysis

Non-hash-exact-dedup behavior is unaffected when embeddings are absent or the index metric isn't cosine (explicit fallback tests). Disclosed, not hidden: MemoryService.getConsolidator() does not override similarityThreshold, so the near-dup pass is on by default at 0.95 for every existing MemoryService consumer — a real behavior change for current runAll()/background-auto-run-timer users, not merely opt-in for new callers. Judged acceptable given the conservative default and the 2026-09-03 MMR-fix precedent (also default-on), but flagged explicitly here rather than left implicit for reviewers to discover.

10. ADR

None created — this activates an already-computed-but-discarded signal at an existing call site (same class as 2026-09-03 MMR/#3169, 2026-08-25 PQ-dispatch/#3094, 2026-08-28 HybridBackend-weights/#3119, none of which created an ADR), not a new architectural decision.

11. Research Gist

docs/dream-cycle/dream-gist-2026-09-08.md (this branch) — full SOTA report (5-role parallel research fan-out), competitor comparison (CrewAI/Mem0/Zep/LangMem/Qdrant/SemDedup), plugins and automation scan findings, and the adversarial critique transcript summary.

12. Issue

Closes #3231 (full 15-section report: ledger check with GitHub-verified fates for the last 14 rows, research, evaluation receipt, Darwin/Flywheel interface confirmation, reward-hack check, security review, plugins/automation scan findings, competitor comparison, witness).

13. Witness

Field	Value
Session commit	`a295c68703158377a6ce827738bf8f13b94bd695`
Gist SHA-256 (pre-witness content)	`24117f596be1304943be8705b08d1d157bf5904919df355774a027b523ff6909`
Witness stamp	`f5eaa46114b6b67e8dcf01e38d73c61aabb9400f8fe6b662cc191b1dc9787827`

Verifier procedure: fetch docs/dream-cycle/dream-gist-2026-09-08.md from this branch, strip the witness table's filled values back to PENDING, SHA-256 it, concatenate with the session commit above, SHA-256 again — result must equal the witness stamp.

14. Merge Policy

Human review required. Do not self-merge. Do not autonomously promote Flywheel state.

🤖 Generated with RuFlo

https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

Generated by Claude Code

…solidator.dedup() MemoryConsolidator.dedup() only ever deduplicated entries via byte-exact SHA-256 content hashing, even though every entry already carries a computed .embedding and the adapter's HNSWIndex (already held in scope for removal bookkeeping) is incrementally kept in sync. Paraphrases and reformattings of the same memory were never caught. Adds a second pass: for hash-pass survivors with an embedding, query the already-populated HNSWIndex for cosine-similarity neighbors above a configurable similarityThreshold (default 0.95, matching the unwired domain-layer consolidator's own constant), and merge using the same keeper-selection strategies (now factored into shared selectKeeper/ mergeGroup helpers). Guarded to cosine-metric indexes only; disabled via similarityThreshold >= 1. Evaluation: 471/472 passing in @claude-flow/memory (1 pre-existing, unrelated, environmental failure); baseline (git-stash-isolated source) fails exactly the 2 new discriminating tests and passes the rest, confirming the fix is additive and non-regressive. tsc --noEmit clean. Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

…in one dedup() call Independent adversarial critique (STEP 10) reproduced a real, bounded gap in the prior commit: a near-duplicate cluster larger than NEAR_DUP_SEARCH_K (8) split into multiple leftover sub-group survivors within a single dedup() call, because each round's `consumed` bookkeeping permanently excluded a group's keeper from further matching even though it was still fully present in the index. 15 pairwise-identical-embedding entries collapsed to 2 survivors (merged: 13) instead of 1 (merged: 14). It self-healed across repeated runAll() calls (background timer / nightlyLearner), so this was never a permanent-data-loss bug, but a single manual dedup() call under-converged relative to its documented "collapse duplicates" contract. Fix: loop pass 2 to a fixed point (re-scan until a full round produces zero merges) instead of a single scan. Always terminates — entries strictly decrease each round that merges anything. `groups` now counts merge operations across all rounds, which can exceed the number of underlying duplicate clusters when one needed more than one round; documented in the method's doc comment. Added a discriminating regression test reproducing the critic's exact 15-entry scenario; confirmed it fails against the pre-fix single-round code (merged: 13) and passes against this fix (merged: 14, single survivor). Full package suite: 472/473 passing (1 pre-existing, unrelated, environmental failure, unchanged from before this commit). tsc --noEmit clean. Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

…ation Full SOTA report: 5-role parallel research fan-out, ledger check with GitHub-verified fates for the last 14 rows (3 merged since 09-03, one PR now crossing the 14-day stale threshold for the first time this cycle), competitor comparison (CrewAI/Mem0/Zep/LangMem/Qdrant/SemDedup), plugins and automation scan findings, adversarial critique with a real bug found and fixed, and witness stamp. No gist-creation MCP tool available in this session (GitHub MCP tools cover issues/PRs/repos, not gists) — committing to docs/dream-cycle/ instead, matching every dream-cycle night since 2026-08-14. Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

ruvnet · 2026-09-08T06:38:42Z

CI red on CI/CD Pipeline (ubuntu-latest, run 34194921409): the CI test ratchet failed with 1 unexpected failing file: v3/@claude-flow/browser/tests/reasoningbank-adapter.test.ts.

This is not this PR's failure — this PR touches only v3/@claude-flow/memory/src/consolidator.ts and its test file; nothing in @claude-flow/browser. Confirmed: npx vitest run tests/reasoningbank-adapter.test.ts in that package passes cleanly in isolation (12/12), so this looks like a test-isolation/ordering flake that only surfaces when run as part of the full monorepo suite, not a real regression in that file. It's also not in scripts/ci-test-baseline.txt's known-failure list, so the ratchet correctly flags it as new/unexpected rather than silently ignoring it.

Re-ran the failed job once to confirm (the allowed one re-run for a suspected flake) — will report back once it completes. No fix exists to port (this isn't caused by any change in this PR's diff, and I found no related open PR). If the re-run is still red, I'll dig further rather than assume flake.

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ruvnet · 2026-09-08T06:47:01Z

Update: the re-run came back green (Test Suite (ubuntu-latest) and all 109 checks passing). Confirms it was a test-isolation flake in reasoningbank-adapter.test.ts, unrelated to this PR's diff. CI is fully green and the branch is mergeable with no conflicts. Ready for human review.

Generated by Claude Code

ruvnet

Dream exact-head review — INCONCLUSIVE

The implementation is deterministic and all six observed workflows pass, including CVE Audit, CodeQL, Cross-Agent Integration, Verification, and both CI pipelines. The focused tests also exercise fixed-point convergence and preserve explicitly distinct vectors.

The frozen acceptance gate is not yet met. The semantic-positive fixtures use identical cloned Float32Arrays rather than embeddings produced by a pinned model, and there is no representative labeled corpus measuring false merges, missed merges, latency, namespace isolation, or threshold sensitivity. Because the pass is default-on for MemoryConsolidator consumers, the 0.95 threshold needs an empirical contract rather than a smoke fixture.

Please retain issue #3231 and add:

a committed or reproducibly generated, contamination-checked embedding corpus with pinned model/version;
precision/recall (or false-merge/false-split) thresholds, including hard negatives and cross-namespace cases;
baseline versus candidate latency/memory at realistic cardinalities;
deterministic replay and unchanged exact-memory behavior.

This review does not reject the code path; it withholds the semantic-dedup claim until those receipts exist.

…sponse to review) Response to PR #3232's INCONCLUSIVE review, which asked for a threshold contract rather than a smoke fixture: a contamination-checked embedding corpus with pinned model, precision/recall including hard negatives and cross-namespace cases, baseline vs. candidate latency/memory at realistic cardinality, and deterministic replay + unchanged exact-dedup behavior. Real pinned-model corpus: attempted directly against both ONNX backends this monorepo ships. Both fail for reasons unrelated to this candidate, reproduced on an unmodified checkout before writing anything: - @huggingface/[email protected]: transformers.node.mjs does `import { Tensor } from "onnxruntime-common"` against a CJS module — a real ESM/CJS interop break under this sandbox's Node version. - @xenova/[email protected]: pulls in [email protected], whose native binding (sharp-linux-x64.node) isn't present for this platform — the same failure independently reproduced moments later by this package's own nightlyLearner test, which falls back to mock embeddings. Neither is fixable within this PR's scope without touching unrelated, pre-existing native/module-resolution infrastructure. Documented in detail at the top of the new test file rather than silently worked around or omitted. What's delivered instead, in v3/@claude-flow/memory/src/consolidator-embedding-benchmark.test.ts: - A deterministic synthetic corpus where pairwise cosine similarity is constructed EXACTLY via vectorAtSimilarity() (Gram-Schmidt against a random orthogonal vector), not measured after the fact — a rigorous instrument for threshold mechanics specifically, disclosed as not validating real-world semantic accuracy. - Precision/recall/false-merge-rate across a 5-point threshold sweep, every point at a deliberate margin from every corpus similarity value after an exact-boundary collision (sweep value == corpus value) proved float32-jitter-sensitive while writing this — documented as a finding, not silently patched around. - Namespace isolation: proved cross-namespace near-dup merging matches cross-namespace hash-exact merging exactly (both pre-existing, unscoped-by-namespace behavior — this candidate doesn't change it). - Determinism: 3 independent runs, compared by deterministic entry KEY (not raw id, which is randomly generated per store() and was a second bug this file's own first draft had to fix). - Latency/memory at N=5000 (matching this repo's own HNSW-benchmark convention): initially measured 9.8s for the candidate pass, which traced to an unset `ef` search parameter defaulting to efConstruction (200) — every dedup() search traversed a 200-candidate list for a duplicate-detection task that only needs very-close neighbors. Fixed by passing an explicit NEAR_DUP_SEARCH_EF=32 in consolidator.ts, re-measured at 3.7s (~2.7x), precision/recall unchanged (still exact). Real numbers logged in the test output either way, not asserted away. Full package suite: 478/479 passing (472 pre-existing + 7 new; same 1 pre-existing unrelated environmental failure as every prior commit on this branch). tsc --noEmit clean. Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

ruvnet · 2026-09-08T07:19:20Z

Pushed a2e99cf addressing the review's 4 requested receipts, in new v3/@claude-flow/memory/src/consolidator-embedding-benchmark.test.ts.

Pinned-model corpus — blocked, documented, not silently skipped. I tried both real ONNX backends this monorepo ships, directly, before writing anything else:

@huggingface/[email protected]: transformers.node.mjs does import { Tensor } from "onnxruntime-common" against a CJS module — a real ESM/CJS interop break under this sandbox's Node version, reproduces on an unmodified checkout.
@xenova/[email protected]: pulls in [email protected], whose native binding (sharp-linux-x64.node) isn't present for this platform. (This package's own nightlyLearner test independently hits the identical failure and falls back to mock embeddings — not something I induced.)

Neither is fixable in this PR's scope without touching unrelated native/module-resolution infrastructure. So: the semantic-dedup claim against a real pinned model remains open, exactly as the review says it should until that infra is fixed — I'm not claiming otherwise.

What I could deliver instead, and did:

A synthetic corpus where pairwise cosine similarity is constructed exactly (vectorAtSimilarity(), Gram-Schmidt against a random orthogonal vector) rather than measured after the fact — ground truth is analytic, not estimated, which makes it a rigorous instrument for threshold mechanics specifically (is the >= comparison exact and monotonic?), while explicitly not answering the separate question of whether 0.95 is right for real semantic paraphrases.
Precision/recall/false-merge-rate across a 5-point threshold sweep (0.5/0.8/0.875/0.92/0.97) — all 1.0/1.0/0.0 on this corpus. Building this caught a real bug in my test: a sweep value exactly equal to a corpus pair's constructed similarity is float32-jitter-sensitive at the >= boundary — fixed by keeping a margin, documented inline rather than hidden.
Namespace isolation: proved cross-namespace near-dup merging behaves exactly like cross-namespace hash-exact merging already did (both pre-existing, unscoped-by-namespace — this candidate doesn't change that; if that's undesired, it's a decision spanning both dedup passes, not something to fix quietly here).
Determinism: 3 independent runs compared by deterministic entry key — comparing raw id (randomly generated per store()) was a second real bug this file's own first draft had, fixed the same way.
Latency/memory at N=5000 (this repo's own HNSW-benchmark convention): first measurement was 9.8s for the candidate pass. Traced it to an unset ef search parameter silently defaulting to efConstruction (200) — every dedup search was traversing a 200-candidate list for a task that only needs very-close neighbors. Fixed by passing an explicit NEAR_DUP_SEARCH_EF=32 in consolidator.ts — re-measured at 3.7s (~2.7x), precision/recall unchanged. Real numbers logged in test output regardless of pass/fail, not asserted away.

Full suite: 478/479 (472 pre-existing + 7 new this commit; the 1 failure is the same pre-existing unrelated environmental one on every commit this branch). tsc --noEmit clean.

CI is running on a2e99cf now — will report back.

Generated by Claude Code

CI on a2e99cf failed with "1 unexpected failing file(s): + v3/@claude-flow/memory/src/consolidator-embedding-benchmark.test.ts". Root-caused via the vitest JSON report artifact (test-results-ubuntu-latest, downloaded and parsed directly, not guessed): a suite-level collection failure, "Cannot find package '@claude-flow/security' imported from '.../v3/@claude-flow/memory/src/agentdb-retrieval-guard.ts'" — the same unbuilt-sibling-package gap already accepted in scripts/ci-test-baseline.txt for 9 other @claude-flow/memory test files, including consolidator.test.ts itself (line 95). Every file in this package fails identically in this CI checkout state; my new file just wasn't in the baseline yet because it's new. Not a regression this PR introduced — confirmed by the failure being a pre-import-time module-resolution error, not a test assertion in the new file's own logic (which passes locally in a checkout with @claude-flow/ memory's dependencies actually built: see the 6/6 local run in the prior commit's message). Fix: add the new file to the baseline, alongside its 9 memory-package siblings already there, matching this repo's own established convention for this exact gap rather than working around it some other way. Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

ruvnet · 2026-09-08T07:25:09Z

CI red on a2e99cf (Test Suite (ubuntu-latest), run 34198720197) — the ratchet flagged my new consolidator-embedding-benchmark.test.ts as unexpected.

Root-caused via the actual vitest.json artifact (downloaded and parsed, not guessed): a suite-level collection failure — Cannot find package '@claude-flow/security' imported from '.../v3/@claude-flow/memory/src/agentdb-retrieval-guard.ts'. Not a bug in the new file: it's the same unbuilt-sibling-package gap already accepted in scripts/ci-test-baseline.txt for 9 other @claude-flow/memory files, including consolidator.test.ts itself (line 95) — every file in this package fails identically at import time in this CI checkout state. My file just wasn't in the baseline yet since it's new.

Pushed 2ec3559: added the file to the baseline, matching the existing convention for this exact gap rather than working around it another way. Watching CI on the new commit now.

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ruvnet · 2026-09-08T07:31:28Z

CI red on 2ec3559 (Test Suite (ubuntu-latest), run 34199215215) — but the previous fix worked: consolidator-embedding-benchmark.test.ts is no longer flagged. This is a new, distinct, unrelated failure:

v3/@claude-flow/cli/__tests__/doctor-native-binding-2968.test.ts → expected 'fail' to be 'warn' in doctor.js's "Memory Structural Integrity" classification when better-sqlite3's native binding is mocked as missing (verified via the actual vitest.json artifact, not guessed).

This is unrelated to this PR's diff — I've touched only v3/@claude-flow/memory/src/consolidator.ts, its test files, and the CI baseline; nothing in @claude-flow/cli's doctor command. It sits in a known-fragile area: the test itself regression-tests still-open issue #2968 ("memory store reports success but persists nothing — skipped better-sqlite3 postinstall silently falls back to sql.js"), and related issue #3175 describes ongoing better-sqlite3/ABI detection instability in this exact class of check.

Per this PR's re-run budget (at most one flake-confirmation re-run in total, already spent on the earlier reasoningbank-adapter.test.ts flake), I'm treating this second failure as real rather than re-running again. I won't fix doctor.js's fail/warn classification here — that would be an unrelated change to a memory-consolidation PR, and the underlying area (native-binding detection) is actively tracked in #2968/#3175. Flagging it here rather than silently retrying or widening this PR's scope. Keeping this PR watched.

Generated by Claude Code

Records tonight's finding, verified GitHub fates for the trailing 7 nights (including a newly-discovered merge conflict on #3232), and the evaluation verdict. Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_013LQSLa9h1uLdYsQBP5r36z

claude and others added 4 commits September 8, 2026 06:20

dream(memory): #3231 update LEDGER.md for 2026-09-08

b8237d3

Co-Authored-By: RuFlo <[email protected]> Claude-Session: https://claude.ai/code/session_01H4kfasS4XkYaSGYXFLSSEG

ruvnet commented Sep 8, 2026

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dream(memory): #3231 wire embedding near-dup detection into MemoryConsolidator.dedup() (evaluated, ACCEPT) - #3232

dream(memory): #3231 wire embedding near-dup detection into MemoryConsolidator.dedup() (evaluated, ACCEPT)#3232
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ruvnet commented Sep 8, 2026

1. Hypothesis

2. Candidate

3. Evaluation Receipt

4. Baseline Comparison

5. Darwin Lineage

6. Flywheel Evidence

7. Reward Hack Check

8. Security Review

9. Regression Analysis

10. ADR

11. Research Gist

12. Issue

13. Witness

14. Merge Policy

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