Record Lobu benchmark outreach

TerminallyLazy · TerminallyLazy · commit 9a08ee9a5078 · 2026-07-08T12:02:43.000-04:00
diff --git a/marketing/README.md b/marketing/README.md
@@ -160,6 +160,8 @@ Launch and outreach materials for Tree Ring Memory.
   provider PR packet and validation notes.
 - `hxxd-ambient-benchmark-pr.md`: AMBIENT Benchmark Tree Ring CLI adapter PR
   packet and validation notes.
+- `lobu-agent-memory-benchmark-pr.md`: Lobu Agent Memory Benchmark Tree Ring
+  adapter PR packet and validation notes.
 - `master-ai-finder-submission.md`: Master AI Finder free directory submission
   packet and accepted response notes.
 - `ghimiresunil-top-ai-tools-pr.md`: Top AI Tools PR packet, validation notes,
diff --git a/marketing/lobu-agent-memory-benchmark-pr.md b/marketing/lobu-agent-memory-benchmark-pr.md
@@ -0,0 +1,55 @@
+# Lobu Agent Memory Benchmark PR
+
+Date: 2026-07-08
+
+Status: submitted as upstream PR #1.
+
+URL: https://github.com/lobu-ai/agent-memory-benchmark/pull/1
+
+Evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916736562
+
+## Fit
+
+The lobu-ai benchmark explicitly accepts new memory systems by PR and requires
+adapters to use public client surfaces only. Tree Ring Memory fits because its
+CLI exposes JSON write and recall paths without requiring direct SQLite access.
+
+## Submission
+
+The PR adds an optional Tree Ring Memory benchmark adapter:
+
+- `adapters/tree_ring_adapter.py` implements the benchmark JSONL protocol.
+- Ingest uses `tree-ring remember --json`.
+- Retrieval uses `tree-ring recall --json --include-sensitive`.
+- Benchmark step IDs are stored as tags and mapped back from recalled events
+  for retrieval and citation scoring.
+- Each benchmark run uses an isolated Tree Ring root.
+- Tree Ring policy refusals for secret-like synthetic inputs are counted as
+  policy refusals instead of bypassed.
+- `configs/longmemeval-oracle-10.tree-ring.json` provides an opt-in smoke
+  config and does not modify the target repo's default all-systems CI config.
+
+## Validation
+
+- `python3 -m py_compile adapters/tree_ring_adapter.py`
+- `bun install`
+- `bun run typecheck`
+- `git diff --check`
+- `TREE_RING_BIN=/Users/lazy/Projects/Tree_Ring_Memory/target/debug/tree-ring bun run scripts/run.ts --config configs/longmemeval-oracle-10.tree-ring.json`
+
+Local smoke result on `longmemeval-oracle-10` with the deterministic extractive
+answerer:
+
+- Answer: 30.0%
+- Retrieval: 95.0%
+- Citation: 48.3%
+- Average retrieval latency: 167ms
+
+These are recorded as smoke evidence only, not as public leaderboard claims.
+
+## GitHub State
+
+- Fork: `TerminallyLazy/agent-memory-benchmark-1`
+- Branch: `add-tree-ring-adapter`
+- Commit: `46388cebefa015049741a441be73e852dbf6cdcc`
+- PR state at submission: open, ready, mergeable, no status checks reported.
diff --git a/marketing/outreach-crm.csv b/marketing/outreach-crm.csv
@@ -329,3 +329,4 @@ Ammosu Awesome Claude Skills ZH-TW PR #7,3,submitted,yes,https://github.com/ammo
 ClaudierOrlandi Awesome Context Engineering PR #2,3,submitted,yes,https://github.com/ClaudierOrlandi/Awesome-Context-Engineering/pull/2,none,marketing/claudier-awesome-context-engineering-pr.md,monitor maintainer response,Adds Tree Ring Memory to Production Memory Systems as a GitHub implementation entry; duplicate PR issue README checks repo URL and diff whitespace passed; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916346915.
 Vectorize Agent Memory Benchmark PR #25,3,submitted,yes,https://github.com/vectorize-io/agent-memory-benchmark/pull/25,none,marketing/vectorize-agent-memory-benchmark-pr.md,monitor maintainer response,Adds Tree Ring Memory as a runnable AMB provider adapter using local tree-ring CLI JSONL import project-scoped recall registry wiring and static catalog entry; compile provider list generated catalog local smoke and diff checks passed; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916501736.
 AMBIENT Benchmark Tree Ring adapter PR #5,3,submitted,yes,https://github.com/H-XX-D/ambient-benchmark/pull/5,none,marketing/hxxd-ambient-benchmark-pr.md,monitor maintainer response,Adds Tree Ring Memory as an optional tree-ring-cli adapter with isolated roots JSON remember/recall provenance mapping policy-refusal handling and optional matrix/prereq wiring; no-dependency smoke syntax diff prereq probe and real Tree Ring focused matrix passed; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916634939.
+Lobu Agent Memory Benchmark PR #1,3,submitted,yes,https://github.com/lobu-ai/agent-memory-benchmark/pull/1,none,marketing/lobu-agent-memory-benchmark-pr.md,monitor maintainer response,Adds Tree Ring Memory as an optional public-CLI benchmark adapter with isolated roots tag-based benchmark provenance stopword-window query retry policy-refusal handling and longmemeval-oracle-10 smoke config; py_compile Bun typecheck diff check and real Tree Ring smoke passed with 95.0% retrieval recall; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916736562.
diff --git a/marketing/outreach-queue.md b/marketing/outreach-queue.md
@@ -173,6 +173,7 @@ posted unless the post exists publicly and the URL is recorded here.
 | MemoryStackBench PR | Submitted | https://github.com/aetna000/MemoryStackBench/pull/1 | Adds Tree Ring Memory as a pending adapter target in an agent-memory benchmark harness; duplicate PR/issue search, repo link, target-registry test, and diff whitespace checks passed; PR is mergeable and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4910927711. |
 | Vectorize Agent Memory Benchmark PR | Submitted | https://github.com/vectorize-io/agent-memory-benchmark/pull/25 | Adds Tree Ring Memory as a runnable AMB provider adapter using the local `tree-ring` CLI, JSONL import, project-scoped recall, registry wiring, and static catalog entry; compile, provider-list, generated-catalog, local smoke, and diff checks passed; PR is ready, mergeable, and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916501736. |
 | AMBIENT Benchmark Tree Ring adapter PR | Submitted | https://github.com/H-XX-D/ambient-benchmark/pull/5 | Adds Tree Ring Memory as an optional `tree-ring-cli` adapter with isolated roots, JSON `remember`/`recall`, provenance mapping, policy-refusal handling, and optional matrix/prereq wiring; no-dependency smoke, syntax, diff, prereq probe, and real Tree Ring focused matrix passed; PR is ready, mergeable, and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916634939. |
+| Lobu Agent Memory Benchmark PR | Submitted | https://github.com/lobu-ai/agent-memory-benchmark/pull/1 | Adds Tree Ring Memory as an optional public-CLI benchmark adapter with isolated roots, tag-based benchmark provenance, stopword-window query retry, and policy-refusal handling; py_compile, Bun typecheck, diff check, and real Tree Ring `longmemeval-oracle-10` smoke passed with 95.0% retrieval recall; PR is ready, mergeable, and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916736562. |
 | BigAI Awesome AI Memory PR | Submitted | https://github.com/bigai-nlco/Awesome-AI-Memory/pull/2 | Adds Tree Ring Memory to System Architecture in a survey-backed AI memory directory; duplicate PR/issue search, repo link, and diff whitespace checks passed; PR is mergeable and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4910961825. |
 | Kongshan Agent Memory Frameworks Research PR | Submitted | https://github.com/kongshan001/agent-memory-frameworks-research/pull/1 | Adds Tree Ring Memory to Chinese agent-memory framework research as a local-first memory lifecycle layer; duplicate PR/issue search, repo and launch-page links, public fact checks, and diff whitespace checks passed; PR is mergeable and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4910995877. |
 | AlexWang Awesome Agent Memory PR | Submitted | https://github.com/AlexWang959/Awesome-Agent-Memory/pull/2 | Adds Tree Ring Memory to the 2026 Paper / Project table as a GitHub project for local-first agent memory lifecycle work; duplicate PR/issue search, table-shape check, and diff whitespace passed; PR is mergeable and reports no checks; evidence comment: https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4911129545. |
diff --git a/marketing/submission-ledger.csv b/marketing/submission-ledger.csv
@@ -331,3 +331,4 @@ Ammosu Awesome Claude Skills ZH-TW PR #7,submitted,GitHub account,https://github
 ClaudierOrlandi Awesome Context Engineering PR #2,submitted,GitHub account,https://github.com/ClaudierOrlandi/Awesome-Context-Engineering/pull/2,marketing/claudier-awesome-context-engineering-pr.md,none,monitor maintainer response,https://github.com/ClaudierOrlandi/Awesome-Context-Engineering/pull/2,Adds Tree Ring Memory to Production Memory Systems as a GitHub implementation entry; fork TerminallyLazy/Awesome-Context-Engineering-1 branch add-tree-ring-memory commit d6b1bba; duplicate PR issue README checks repo URL and diff whitespace passed; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916346915.
 Vectorize Agent Memory Benchmark PR #25,submitted,GitHub account,https://github.com/vectorize-io/agent-memory-benchmark/pull/25,marketing/vectorize-agent-memory-benchmark-pr.md,none,monitor maintainer response,https://github.com/vectorize-io/agent-memory-benchmark/pull/25,Adds a real Tree Ring Memory provider adapter to AMB using the local tree-ring CLI JSONL import project-scoped recall and registry catalog wiring; fork TerminallyLazy/agent-memory-benchmark branch add-tree-ring-provider commit 00408ae; compile provider list generated catalog local smoke and diff checks passed; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916501736.
 AMBIENT Benchmark Tree Ring adapter PR #5,submitted,GitHub account,https://github.com/H-XX-D/ambient-benchmark/pull/5,marketing/hxxd-ambient-benchmark-pr.md,none,monitor maintainer response,https://github.com/H-XX-D/ambient-benchmark/pull/5,Adds Tree Ring Memory as an optional tree-ring-cli adapter with isolated Tree Ring roots JSON remember/recall provenance mapping policy-refusal handling and optional matrix/prereq wiring; fork TerminallyLazy/ambient-benchmark branch add-tree-ring-adapter commit c51423c; no-dependency smoke syntax diff prereq probe and real Tree Ring focused matrix passed; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916634939.
+Lobu Agent Memory Benchmark PR #1,submitted,GitHub account,https://github.com/lobu-ai/agent-memory-benchmark/pull/1,marketing/lobu-agent-memory-benchmark-pr.md,none,monitor maintainer response,https://github.com/lobu-ai/agent-memory-benchmark/pull/1,Adds Tree Ring Memory as an optional public-CLI benchmark adapter with isolated roots tag-based benchmark provenance stopword-window query retry policy-refusal handling and a longmemeval-oracle-10 smoke config; fork TerminallyLazy/agent-memory-benchmark-1 branch add-tree-ring-adapter commit 46388ce; py_compile Bun typecheck diff check and real Tree Ring smoke passed with 95.0% retrieval recall; PR ready mergeable with no checks reported; evidence comment https://github.com/TerminallyLazy/Tree-Ring-Memory/issues/26#issuecomment-4916736562.
