Real Skill packageSource verifiedClawHub registry

Memory Orchestrator

提供跨设备实时同步、多模态输入、情感标注和自我进化能力的全栈智能记忆管理与检索系统。

Identity and source

Publisher attributionWang Youqingregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 56% rule confidence
Package forminstruction with code18 recorded files
Canonical sourceClawHub registryclawhub:822376583-hub:memory-orchestrator
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codeissues found
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/22/2026.claude/skills/<skill-name>
1 structural issue
  • error: SKILL.md does not contain a complete YAML frontmatter envelope. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexissues found
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/22/2026.agents/skills/<skill-name>
1 structural issue
  • error: SKILL.md does not contain a complete YAML frontmatter envelope. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawissues found
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/22/2026skills/<skill-name>
1 structural issue
  • error: SKILL.md does not contain a complete YAML frontmatter envelope. SKILL.md

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @822376583-hub/memory-orchestrator
clawhub inspect @822376583-hub/memory-orchestrator --version 1.0.0

Security evidence

SkillVetAI static result: medium signal

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
18 / 18 inspected as text
Checked
8/22/2026, 1:06:23 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
mediumSKILL.md has no parseable YAML frontmatterSKILL.md:1 · confidence 100%missing frontmatter
4 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
15 dependency and API indicators
  • pypi: faiss-cpu >=1.7.4
  • pypi: sentence-transformers >=2.2.2
  • pypi: torch >=2.0.0
  • pypi: transformers >=4.30.0
  • pypi: whisper >=1.1.10
  • pypi: networkx >=3.1
  • pypi: pyvis >=0.3.2
  • pypi: openpyxl >=3.1.0
  • pypi: pandas >=2.0.0
  • pypi: matplotlib >=3.7.0
  • pypi: seaborn >=0.12.0
  • api: clawhub.ai
  • api: clawhub.com
  • api: github.com
  • api: img.shields.io
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
5/29/2026, 9:26:02 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:fcaebad71f48a46990e2f06fdd368d9ab32b4c582cded2be3dcb0079a5b1642f
Show up to 18 recorded paths
  • install.sh
  • README.md
  • requirements.txt
  • run.sh
  • scripts/auto-commit-memory.sh
  • scripts/build_memory_index.py
  • scripts/conflict_detector.py
  • scripts/emotion_tagger.py
  • scripts/knowledge_graph_builder.py
  • scripts/multimodal_processor.py
  • scripts/search_memory.py
  • scripts/self_evolution_engine.py
  • skill-card.md
  • SKILL.md
  • workflows/memory-activerecommend.yaml
  • workflows/memory-knowledgegraph.yaml
  • workflows/memory-multimodal.yaml
  • workflows/memory-sync.yaml

Source changelog

Memory Orchestrator v1.0.0 – 全栈智能记忆系统首发版 - 提供端到端全自动的智能长期记忆框架，涵盖语义搜索、多模态理解、知识图谱、情感分析与自进化引擎。 - 支持图片、音频等多模态数据的自动处理、文本描述生成和嵌入检索。 - 全面实现跨设备安全同步，敏感信息端到端加密，离线优先。 - 自动情感标记、价值打分与主动推荐，赋能创意写作、项目复盘、个人知识库等多场景。 - 一键安装，附详细使用指南与架构文档。