# Send Memory Architect to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "memory-architect",
    "name": "Memory Architect",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/kapslap/memory-architect",
    "canonicalUrl": "https://clawhub.ai/kapslap/memory-architect",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/memory-architect",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memory-architect",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "memory-architect",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-02T08:20:34.046Z",
      "expiresAt": "2026-05-09T08:20:34.046Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memory-architect",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=memory-architect",
        "contentDisposition": "attachment; filename=\"memory-architect-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "memory-architect"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/memory-architect"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "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/memory-architect",
    "downloadUrl": "https://openagent3.xyz/downloads/memory-architect",
    "agentUrl": "https://openagent3.xyz/skills/memory-architect/agent",
    "manifestUrl": "https://openagent3.xyz/skills/memory-architect/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/memory-architect/agent.md"
  }
}
```
## Documentation

### Memory Architect

Split a monolithic MEMORY.md into three tiers plus a structured entity graph.

### Architecture

MEMORY.md              → Router (30 lines max). Points to tiers.
memory/protocols.md    → HOT: Stable workflows, shortcuts, procedures. Read on session start.
memory/active.md       → WARM: Current projects, waiting-on, live context. Check before acting.
memory/archive.md      → COLD: Completed work, historical reference. Search when needed.
memory/ontology/graph.jsonl → Structured entities + relations (JSONL append-only)

### 1. Analyze the existing MEMORY.md

Read the full file. Classify each section:

Content typeTierExamplesStable workflow / procedureprotocolsEmoji shortcuts, deploy steps, tool usage rulesActive project / waiting-onactiveCurrent builds, pending replies, live URLsCompleted work / reference dataarchiveDone tasks, contact lists, account tables, old decisionsNamed entity with propertiesontologyPeople, orgs, projects, properties, locations

### 2. Create the tier files

Write each tier file with a header comment explaining its purpose and update frequency.

protocols.md rules:

Only procedures that rarely change
Include the exact commands (copy-pasteable)
No project-specific state

active.md rules:

Only things with a next action or pending status
Include "Waiting On" section at bottom
Prune completed items to archive on each update

archive.md rules:

Completed work grouped by date or category
Reference data (contacts, accounts, chat IDs)
Keep searchable — use headers and tables

### 3. Extract entities to ontology

For each named person, organization, project, property, or location, create a JSONL entry:

{"op":"create","entity":{"id":"p_alice","type":"Person","properties":{"name":"Alice","email":"alice@example.com","role":"Engineer"}},"timestamp":"2026-01-01T00:00:00Z"}
{"op":"relate","from":"p_alice","rel":"member_of","to":"org_acme","timestamp":"2026-01-01T00:00:00Z"}

ID conventions:

People: p_shortname
Organizations: grp_name or org_name
Projects: proj_name
Properties/locations: prop_name or loc_name

Relation types: member_of, owns, collaborates_on, interested_in, guides, uses, listed_by, located_at

### 4. Rewrite MEMORY.md as router

Replace MEMORY.md with a ~25-line index that:

Lists the three tiers with one-line descriptions
Notes the ontology location
Preserves any system directives (NO_REPLY rules, heartbeat instructions)
Contains zero project-specific content

### 5. Verify

wc -l MEMORY.md memory/protocols.md memory/active.md memory/archive.md memory/ontology/graph.jsonl

Targets: MEMORY.md under 30, protocols under 100, active under 80, graph = 1 line per entity/relation.

### On each session

Read memory/protocols.md (always)
Scan memory/active.md (always)
memory/archive.md — only on memory_search or explicit request

### When adding new information

New procedure → protocols.md
New project/active item → active.md
Completed item → move active → archive
New person/org/project → append to graph.jsonl

### Entity queries

grep "p_forrest" memory/ontology/graph.jsonl
grep '"type":"Project"' memory/ontology/graph.jsonl
cat memory/ontology/graph.jsonl | jq -r 'select(.entity?.type=="Person") | .entity.properties.name'
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: kapslap
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-02T08:20:34.046Z
- Expires at: 2026-05-09T08:20:34.046Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/memory-architect)
- [Send to Agent page](https://openagent3.xyz/skills/memory-architect/agent)
- [JSON manifest](https://openagent3.xyz/skills/memory-architect/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/memory-architect/agent.md)
- [Download page](https://openagent3.xyz/downloads/memory-architect)