# Send OpenClaw Memory Core to your agent
Use the source page and any available docs to guide the install because the item currently does not return a direct package file.
## Fast path
- Open the source page via Open source listing.
- If you can obtain the package, extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the source page and extracted files.
## Suggested prompts
### New install

```text
I tried to install a skill package from Yavira, but the item currently does not return a direct package file. Inspect the source page and any extracted docs, then tell me what you can confirm and any manual steps still required. Then review README.md for any prerequisites, environment setup, or post-install checks.
```
### Upgrade existing

```text
I tried to upgrade a skill package from Yavira, but the item currently does not return a direct package file. Compare the source page and any extracted docs with my current installation, then summarize what changed and what manual follow-up I still need. Then review README.md for any prerequisites, environment setup, or post-install checks.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "openclaw-memory-core",
    "name": "OpenClaw Memory Core",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/homeofe/openclaw-memory-core",
    "canonicalUrl": "https://clawhub.ai/homeofe/openclaw-memory-core",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/openclaw-memory-core",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-core",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "package-lock.json",
      "package.json",
      "scripts/scan-secrets.sh",
      "src/embedding.ts"
    ],
    "downloadMode": "manual_only",
    "sourceHealth": {
      "source": "tencent",
      "slug": "openclaw-memory-core",
      "status": "source_issue",
      "reason": "not_found",
      "recommendedAction": "review_source",
      "checkedAt": "2026-05-02T22:05:07.834Z",
      "expiresAt": "2026-05-03T22:05:07.834Z",
      "httpStatus": 404,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-core",
      "contentType": "text/plain",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=openclaw-memory-core",
        "contentDisposition": null,
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "openclaw-memory-core"
      },
      "scope": "item",
      "summary": "Known item issue.",
      "detail": "This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.",
      "primaryActionLabel": "Open source listing",
      "primaryActionHref": "https://clawhub.ai/homeofe/openclaw-memory-core"
    },
    "validation": {
      "installChecklist": [
        "Open the source listing and confirm there is a real package or setup artifact available.",
        "Review SKILL.md before asking your agent to continue.",
        "Treat this source as manual setup until the upstream download flow is fixed."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/openclaw-memory-core",
    "downloadUrl": "https://openagent3.xyz/downloads/openclaw-memory-core",
    "agentUrl": "https://openagent3.xyz/skills/openclaw-memory-core/agent",
    "manifestUrl": "https://openagent3.xyz/skills/openclaw-memory-core/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/openclaw-memory-core/agent.md"
  }
}
```
## Documentation

### OpenClaw Memory Core

Shared library powering OpenClaw's memory plugins (openclaw-memory-brain and openclaw-memory-docs). Provides three core modules:

### Redaction

Automatically detects and redacts secrets before they reach memory storage. Covers:

API keys (OpenAI, Anthropic, Stripe, Google, GitHub PATs)
AWS credentials (access keys, secret keys)
Azure storage keys, HashiCorp Vault tokens
JWTs, Bearer tokens, PEM private key blocks

Usage: pipe any text through the redactor before storing — secrets are replaced with safe [REDACTED:TYPE] placeholders.

### JSONL Store

Local file-based memory store using append-only .jsonl files. Features:

CRUD for memory items (kinds: fact, decision, doc, note)
Expiration support (expiresAt field)
Semantic search via cosine similarity on embeddings
No external database required — everything lives in flat files

### Embeddings

Deterministic, offline, dependency-free text embedder (HashEmbedder):

FNV-1a hash-based vector generation (default 256 dimensions)
L2 normalization for cosine similarity search
No API calls, no model downloads — works fully offline
Not SOTA semantics, but stable and fast for local vector search

### Integration

This is a dependency library, not a standalone plugin. Install it as a package dependency:

npm install @elvatis_com/openclaw-memory-core

Used internally by openclaw-memory-brain (auto-capture) and openclaw-memory-docs (explicit capture).
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: homeofe
- Version: 0.1.1
## Source health
- Status: source_issue
- Known item issue.
- This item's current download entry is known to bounce back to a listing or homepage instead of returning a package file.
- Health scope: item
- Reason: not_found
- Checked at: 2026-05-02T22:05:07.834Z
- Expires at: 2026-05-03T22:05:07.834Z
- Recommended action: Open source listing
## Links
- [Detail page](https://openagent3.xyz/skills/openclaw-memory-core)
- [Send to Agent page](https://openagent3.xyz/skills/openclaw-memory-core/agent)
- [JSON manifest](https://openagent3.xyz/skills/openclaw-memory-core/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/openclaw-memory-core/agent.md)
- [Download page](https://openagent3.xyz/downloads/openclaw-memory-core)