Tencent/TencentDB-Agent-Memory

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https://github.com/Tencent/TencentDB-Agent-Memory · scanned 2026-05-15 07:27 UTC (3 weeks ago) · 10 languages

61 findings (14 legacy + 47 scanner) 54th percentile · Typescript · medium (20-100K LoC) Scanner says 93 (lower by 20)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks ago · v1 · 11 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

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Score breakdown â 2026-05-14-v3

Component	Sub-score	Weight	Contribution
`structure_score`	100.0	0.15	15.00
`security_score`	94.2	0.25	23.55
`testing_score`	21.0	0.20	4.20
`documentation_score`	97.0	0.15	14.55
`practices_score`	65.0	0.15	9.75
`code_quality`	66.6	0.10	6.66
Overall		1.00	73.7

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 4 Medium 6 Low 1 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 11 9-layer 0 Crowd 0 Layer: Cicd 4 Quality 7

Exclude dismissed / FP Exclude test files

All 792 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`sweepStaleCaches`	software	healthy	`index.ts:sweepStaleCaches`
`register`	software	healthy	`index.ts:register`
`pluginVersion`	software	healthy	`index.ts:pluginVersion`
`rawVersion`	software	healthy	`index.ts:rawVersion`
`resolveSessionKey`	software	healthy	`index.ts:resolveSessionKey`
`ensureEmbeddingWarmup`	software	healthy	`index.ts:ensureEmbeddingWarmup`
`cleanedParts`	software	healthy	`index.ts:cleanedParts`
`cleaned`	software	healthy	`index.ts:cleaned`
`messages`	software	healthy	`index.ts:messages`
`doCleanup`	software	healthy	`index.ts:doCleanup`
`collectExternalDependencies`	software	healthy	`tsdown.config.ts:collectExternalDependencies`
`__init__`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:23`
`_post`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:27`
`_get`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:52`
`health`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:65`
`recall`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:69`
`capture`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:76`
`search_memories`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:96`
`search_conversations`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:105`
`end_session`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:112`
`seed`	software	dead	`hermes-plugin/memory/memory_tencentdb/client.py:119`
`_resolve_gateway_port`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:89`
`_resolve_gateway_host`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:120`
`_discover_gateway_cmd`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:147`
`_coerce_limit`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:229`
`__init__`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:343`
`name`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:394`
`_is_breaker_open`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:399`
`_record_success`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:407`
`_record_failure`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:410`
`_try_recover_gateway`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:421`
`_ensure_alive_for_request`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:515`
`_start_watchdog`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:547`
`_watchdog_loop`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:566`
`_stop_watchdog`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:642`
`is_available`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:661`
`initialize`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:685`
`_background_start`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:725`
`system_prompt_block`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:776`
`prefetch`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:788`
`queue_prefetch`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:821`
`sync_turn`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:825`
`_sync`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:851`
`shutdown`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:897`
`get_tool_schemas`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:946`
`handle_tool_call`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:959`
`on_memory_write`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:1009`
`on_session_end`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:1015`
`get_config_schema`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:1028`
`register`	software	dead	`hermes-plugin/memory/memory_tencentdb/__init__.py:1074`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`openclaw.plugin.json`	software	healthy	`openclaw.plugin.json`
`SKILL-DIAGNOSTIC-EXPORT.md`	software	healthy	`SKILL-DIAGNOSTIC-EXPORT.md`
`vitest.e2e.config.ts`	software	warning	`vitest.e2e.config.ts`
`README.md`	software	healthy	`README.md`
`package.json`	software	healthy	`package.json`
`index.ts`	software	healthy	`index.ts`
`SKILL-MIGRATION.md`	software	healthy	`SKILL-MIGRATION.md`
`CONTRIBUTING.md`	software	healthy	`CONTRIBUTING.md`
`SKILL.md`	software	healthy	`SKILL.md`
`tsdown.config.ts`	software	healthy	`tsdown.config.ts`
`CONTRIBUTING_CN.md`	software	healthy	`CONTRIBUTING_CN.md`
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`README_CN.md`	software	healthy	`README_CN.md`
`vitest.config.ts`	software	warning	`vitest.config.ts`
`README-hermes.md`	software	healthy	`docker/opensource/README-hermes.md`
`install_hermes_memory_tencentdb.sh`	software	healthy	`scripts/install_hermes_memory_tencentdb.sh`
`memory-tencentdb-ctl.sh`	software	healthy	`scripts/memory-tencentdb-ctl.sh`
`export-diagnostic.sh`	software	healthy	`scripts/export-diagnostic.sh`
`openclaw-after-tool-call-messages.patch.sh`	software	healthy	`scripts/openclaw-after-tool-call-messages.patch.sh`
`README.memory-tencentdb-ctl.md`	software	healthy	`scripts/README.memory-tencentdb-ctl.md`
`setup-offload.sh`	software	healthy	`scripts/setup-offload.sh`
`bugfix-20260423.sh`	software	healthy	`scripts/bugfix-20260423/bugfix-20260423.sh`
`BUGFIX-20260423-SOP.md`	software	healthy	`scripts/bugfix-20260423/BUGFIX-20260423-SOP.md`
`bugfix-20260423-full.sh`	software	healthy	`scripts/bugfix-20260423/bugfix-20260423-full.sh`
`client.py`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py`
`__init__.py`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py`
`README.md`	software	healthy	`hermes-plugin/memory/memory_tencentdb/README.md`
`supervisor.py`	software	healthy	`hermes-plugin/memory/memory_tencentdb/supervisor.py`
`plugin.yaml`	software	healthy	`hermes-plugin/memory/memory_tencentdb/plugin.yaml`
`__init__.py`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/__init__.py`
`test_gateway_shutdown_leak.py`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/test_gateway_sh…`
`test_memory_tencentdb_recovery.py`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/test_memory_ten…`
`PULL_REQUEST_TEMPLATE.md`	software	healthy	`.github/PULL_REQUEST_TEMPLATE.md`
`bug_report.yml`	software	healthy	`.github/ISSUE_TEMPLATE/bug_report.yml`
`feature_request.yml`	software	healthy	`.github/ISSUE_TEMPLATE/feature_request.yml`
`pr-ci.yml`	software	healthy	`.github/workflows/pr-ci.yml`
`config.ts`	software	healthy	`src/config.ts`
`index.ts`	software	healthy	`src/adapters/index.ts`
`index.ts`	software	healthy	`src/adapters/openclaw/index.ts`
`host-adapter.ts`	software	healthy	`src/adapters/openclaw/host-adapter.ts`
`llm-runner.ts`	software	healthy	`src/adapters/openclaw/llm-runner.ts`
`index.ts`	software	healthy	`src/adapters/standalone/index.ts`
`host-adapter.ts`	software	healthy	`src/adapters/standalone/host-adapter.ts`
`llm-runner.ts`	software	healthy	`src/adapters/standalone/llm-runner.ts`
`mmd-injector.ts`	software	healthy	`src/offload/mmd-injector.ts`
`state-manager.ts`	software	healthy	`src/offload/state-manager.ts`
`context-token-tracker.ts`	software	healthy	`src/offload/context-token-tracker.ts`
`reclaimer.ts`	software	healthy	`src/offload/reclaimer.ts`
`storage.ts`	software	healthy	`src/offload/storage.ts`
`index.ts`	software	healthy	`src/offload/index.ts`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`MemoryTencentdbSdkClient`	software	healthy	`hermes-plugin/memory/memory_tencentdb/client.py:20`
`MemoryTencentdbProvider`	software	healthy	`hermes-plugin/memory/memory_tencentdb/__init__.py:340`
`GatewaySupervisor`	software	healthy	`hermes-plugin/memory/memory_tencentdb/supervisor.py:35`
`GatewayShutdownLeakTest`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/test_gateway_sh…`
`RealGatewayShutdownTest`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/test_gateway_sh…`
`FakeSupervisor`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/test_memory_ten…`
`_FakePopen`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests/test_memory_ten…`
`OpenClawHostAdapter`	software	healthy	`src/adapters/openclaw/host-adapter.ts:OpenClawHostAdapter`
`OpenClawLLMRunner`	software	healthy	`src/adapters/openclaw/llm-runner.ts:OpenClawLLMRunner`
`OpenClawLLMRunnerFactory`	software	healthy	`src/adapters/openclaw/llm-runner.ts:OpenClawLLMRunnerFactory`
`StandaloneHostAdapter`	software	healthy	`src/adapters/standalone/host-adapter.ts:StandaloneHostAdapt…`
`StandaloneLLMRunner`	software	healthy	`src/adapters/standalone/llm-runner.ts:StandaloneLLMRunner`
`StandaloneLLMRunnerFactory`	software	healthy	`src/adapters/standalone/llm-runner.ts:StandaloneLLMRunnerFa…`
`OffloadStateManager`	software	healthy	`src/offload/state-manager.ts:OffloadStateManager`
`OffloadContextEngine`	software	healthy	`src/offload/index.ts:OffloadContextEngine`
`SessionRegistry`	software	healthy	`src/offload/session-registry.ts:SessionRegistry`
`BackendClient`	software	healthy	`src/offload/backend-client.ts:BackendClient`
`LocalLlmClient`	software	healthy	`src/offload/local-llm/index.ts:LocalLlmClient`
`assignments`	software	healthy	`src/offload/hooks/llm-input-l3.ts:assignments`
`MemoryPipelineManager`	software	healthy	`src/utils/pipeline-manager.ts:MemoryPipelineManager`
`SessionFilter`	software	healthy	`src/utils/session-filter.ts:SessionFilter`
`BackupManager`	software	healthy	`src/utils/backup.ts:BackupManager`
`CheckpointManager`	software	healthy	`src/utils/checkpoint.ts:CheckpointManager`
`CleanContextRunner`	software	healthy	`src/utils/clean-context-runner.ts:CleanContextRunner`
`LocalMemoryCleaner`	software	healthy	`src/utils/memory-cleaner.ts:LocalMemoryCleaner`
`ManagedTimer`	software	healthy	`src/utils/managed-timer.ts:ManagedTimer`
`SerialQueue`	software	healthy	`src/utils/serial-queue.ts:SerialQueue`
`TdaiCore`	software	healthy	`src/core/tdai-core.ts:TdaiCore`
`PersonaTrigger`	software	healthy	`src/core/persona/persona-trigger.ts:PersonaTrigger`
`PersonaGenerator`	software	healthy	`src/core/persona/persona-generator.ts:PersonaGenerator`
`LocalReporter`	software	healthy	`src/core/report/reporter.ts:LocalReporter`
`VectorStore`	software	healthy	`src/core/store/sqlite.ts:VectorStore`
`BM25LocalEncoder`	software	healthy	`src/core/store/bm25-local.ts:BM25LocalEncoder`
`BM25Client`	software	healthy	`src/core/store/bm25-client.ts:BM25Client`
`EmbeddingNotReadyError`	software	healthy	`src/core/store/embedding.ts:EmbeddingNotReadyError`
`LocalEmbeddingService`	software	healthy	`src/core/store/embedding.ts:LocalEmbeddingService`
`for`	software	healthy	`src/core/store/embedding.ts:for`
`EmbeddingApiError`	software	healthy	`src/core/store/embedding.ts:EmbeddingApiError`
`OpenAIEmbeddingService`	software	healthy	`src/core/store/embedding.ts:OpenAIEmbeddingService`
`NoopEmbeddingService`	software	healthy	`src/core/store/embedding.ts:NoopEmbeddingService`
`TcvdbMemoryStore`	software	healthy	`src/core/store/tcvdb.ts:TcvdbMemoryStore`
`TcvdbApiError`	software	healthy	`src/core/store/tcvdb-client.ts:TcvdbApiError`
`TcvdbClient`	software	healthy	`src/core/store/tcvdb-client.ts:TcvdbClient`
`SceneExtractor`	software	healthy	`src/core/scene/scene-extractor.ts:SceneExtractor`
`SeedValidationError`	software	healthy	`src/core/seed/input.ts:SeedValidationError`
`TdaiGateway`	software	healthy	`src/gateway/server.ts:TdaiGateway`

Label	Layer	Status	Path
`docker`	software	healthy	`docker`
`opensource`	software	healthy	`docker/opensource`
`scripts`	software	healthy	`scripts`
`bugfix-20260423`	software	healthy	`scripts/bugfix-20260423`
`hermes-plugin`	software	healthy	`hermes-plugin`
`memory`	software	healthy	`hermes-plugin/memory`
`memory_tencentdb`	software	healthy	`hermes-plugin/memory/memory_tencentdb`
`tests`	software	healthy	`hermes-plugin/memory/memory_tencentdb/tests`
`.github`	software	healthy	`.github`
`ISSUE_TEMPLATE`	software	healthy	`.github/ISSUE_TEMPLATE`
`workflows`	software	healthy	`.github/workflows`
`src`	software	healthy	`src`
`adapters`	software	healthy	`src/adapters`
`openclaw`	software	healthy	`src/adapters/openclaw`
`standalone`	software	healthy	`src/adapters/standalone`
`offload`	software	healthy	`src/offload`
`pipelines`	software	healthy	`src/offload/pipelines`
`local-llm`	software	healthy	`src/offload/local-llm`
`parsers`	software	healthy	`src/offload/local-llm/parsers`
`prompts`	software	healthy	`src/offload/local-llm/prompts`
`hooks`	software	healthy	`src/offload/hooks`
`cli`	software	healthy	`src/cli`
`commands`	software	healthy	`src/cli/commands`
`utils`	software	healthy	`src/utils`
`core`	software	healthy	`src/core`
`persona`	software	healthy	`src/core/persona`
`conversation`	software	healthy	`src/core/conversation`
`hooks`	software	healthy	`src/core/hooks`
`report`	software	healthy	`src/core/report`
`tools`	software	healthy	`src/core/tools`
`profile`	software	healthy	`src/core/profile`
`store`	software	healthy	`src/core/store`
`prompts`	software	healthy	`src/core/prompts`
`scene`	software	healthy	`src/core/scene`
`seed`	software	healthy	`src/core/seed`
`record`	software	healthy	`src/core/record`
`gateway`	software	healthy	`src/gateway`

Label	Layer	Status	Path
`install`	cicd	healthy	`.github/workflows/pr-ci.yml`
`pack`	cicd	healthy	`.github/workflows/pr-ci.yml`
`manifest`	cicd	healthy	`.github/workflows/pr-ci.yml`
`size`	cicd	healthy	`.github/workflows/pr-ci.yml`

Label	Layer	Status	Path
`10.0.1.1`	network	healthy	`openclaw.plugin.json`
`127.0.0.1`	network	healthy	`scripts/install_hermes_memory_tencentdb.sh`
`1.2.3.4`	network	healthy	`scripts/setup-offload.sh`

Label	Layer	Status	Path
`repobility-clone-8zbd0nk_`	software	healthy	`/tmp/repobility-clone-8zbd0nk_`

Label	Layer	Status	Path
`sqlite`	data	healthy	`openclaw.plugin.json`

Label	Layer	Status	Path
`vps::azure`	hardware	healthy	`src/utils/clean-context-runner.ts`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`src/core/store/embedding.ts`

Label	Layer	Status	Path
`gha::pr-ci`	cicd	healthy	`.github/workflows/pr-ci.yml`

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Tencent/TencentDB-Agent-Memory

Complete repo analysis

function 50+

file 50+

class 46

directory 37

job 4

service 3

repo 1

database 1

vps 1

gpu 1

pipeline 1