Real Skill packageSource verifiedClawHub registry

ai-brain-learning-memory

AI 大脑学习记忆方法论（汇总版），用于回答「怎么让 AI 记住我说过的话」「AI 老忘事怎么办」「AI 记忆会不会被投毒」这类问题

Identity and source

Publisher attributionzhaoxinghua09-cellregistry owner unverified by skillvetai
Functional categoryAgent Engineering, Security & Governanceautomatically inferred · 56% rule confidence
Package forminstruction with code7 recorded files
Canonical sourceClawHub registryclawhub:zhaoxinghua09-cell:ai-brain-learning-memory
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

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

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

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
clawhub inspect @zhaoxinghua09-cell/ai-brain-learning-memory --version 2.4.0

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
7 / 7 inspected as text
Checked
8/31/2026, 12:46:38 PM
Scanner
0.1.3
Policy
1.0.3
2 automated findings
highDynamic code or shell execution is presentSECURITY_AUDIT.md:43 · confidence 78%exec(
highEncoded content is decoded and executedSECURITY_AUDIT.md:52 · confidence 90%Base64
2 High/Critical review queue entries
STATIC_DYNAMIC_CODE_EXECUTIONpending
STATIC_OBFUSCATED_EXECUTIONpending
Open human review queue →
3 inferred permission indicators
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — 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, 1:03:53 PM
Release binding
Matches this record
  • vt: clean
  • skillspector: clean
  • 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:e99adb50dce3617b016f366faca4dea4fa5e6905450fc87336a590c8e5e8db1b
Show up to 7 recorded paths
  • LICENSE.md
  • manifest.json
  • references/调研出处与证据.md
  • scripts/memory_eval_battery.py
  • SECURITY_AUDIT.md
  • skill-card.md
  • SKILL.md

Source changelog

- Removed the file skill-card.md from the repository. - No changes to core functionality or documentation in SKILL.md.

Release security diff

mediumCompared fixed releases 2.3.2 and 2.4.0; 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.

2.3.28/25/2026sha256:742b48c40301106484fc86b1727e9588b7ea7e3ddbb16c4285e3a1374ce8dca7