Real Skill packageSource verifiedClawHub registry

ai-brain-learning-memory-pro

ai-brain-learning-memory 的进阶工程版，面向 AI 开发者 / 认知科学爱好者 / agent 架构师，用于回答「记忆系统怎么落地成代码」「记忆投毒怎么防」「记忆效果怎么量化」这类问题

Identity and source

Publisher attributionzhaoxinghua09-cellregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 61% rule confidence
Package forminstruction with code9 recorded files
Canonical sourceClawHub registryclawhub:zhaoxinghua09-cell:ai-brain-learning-memory-pro
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 Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/31/2026.claude/skills/ai-brain-learning-memory-pro

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

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/31/2026.agents/skills/ai-brain-learning-memory-pro

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

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/31/2026skills/ai-brain-learning-memory-pro

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 @zhaoxinghua09-cell/ai-brain-learning-memory-pro
clawhub inspect @zhaoxinghua09-cell/ai-brain-learning-memory-pro --version 1.0.1

Security evidence

SkillVetAI static result: high 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
8 / 9 inspected as text
Checked
8/31/2026, 12:46:38 PM
Scanner
0.1.3
Policy
1.0.3
1 automated finding
highRemote content is piped directly to a shellSECURITY_AUDIT.md:38 · confidence 98%curl|bash
1 High/Critical review queue entry
STATIC_DOWNLOAD_PIPE_TO_SHELLpending
Open human review queue →
4 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
1 dependency and API indicators
  • api: clawhub.ai
External clawhub result: clean

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
8/31/2026, 11:48:31 AM
Release binding
Matches this record
  • vt: clean
  • skillspector: suspicious
  • llm: clean

Recorded files

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

Package content hashsha256:ee0b26373b848dfd797a7e09609e8488e458264638657b07a849b08822e1e4a1
Show up to 9 recorded paths
  • LICENSE.md
  • manifest.json
  • references/调研出处与证据.md
  • scripts/memory_eval_battery.py
  • SECURITY_AUDIT.md
  • security_results.json
  • security-radar.svg
  • skill-card.md
  • SKILL.md

Source changelog

**ai-brain-learning-memory-pro 1.0.1 Changelog** - Updated skill metadata to align with SynomosAI/Nomos-Group governance and attribution standards, including new fields for governance, licensing, attestation, and fingerprinting. - Enhanced multilingual support, explicitly listing supported languages and processing rules. - Revised the description and tags for improved clarity and broader discoverability. - Updated author and copyright information to reflect SynomosAI ownership. - Improved documentation on governance principles, AI identity, and legal disclaimers. - Removed redundant or legacy supporting documents to streamline content.

Release security diff

mediumCompared fixed releases 1.0.0 and 1.0.1; 0 finding and 0 permission indicators were added.

Both fixed releases were scanned under the current scanner and policy, so finding, permission and dependency changes are available.

Change reasons and limitations
  • file surface changed
  • content hash changed

Observed release history

These older immutable releases were observed by prior successful syncs. They remain recorded when a newer release becomes current.

1.0.08/26/2026sha256:aeb18fe0aa295e8a480607575356436b338bc6927fe4d00f8933f0b81a8b137c