agentic-memory-architect SKILL.md skillA
agentic-memory-architect from roedyrustam/vibes-plug is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add roedyrustam/vibes-plug/agentic-memory-architect@v4.2.1Pins v4.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- roedyrustam/vibes-plug
- Path
skills/agentic-memory-architect/SKILL.md- Versions recorded
- 7
- Latest version
- v4.2.1, committed Oct 8, 2026
- First version recorded
- Sep 24, 2026
- Size
- 28,190 bytes
- Repository stars
- 112
- License
- MIT
Expert guide for long-term episodic memory integration (Mem0 v2, Letta/MemGPT, Zep v2), memory tier architecture, pgvector HNSW storage, and unified context management for autonomous AI agents / Panduan ahli untuk integrasi memori episodik jangka panjang (Mem0 v2, Letta/MemGPT, Zep v2), arsitektur tier memori, penyimpanan pgvector HNSW, dan manajemen konteks terpadu untuk agen AI otonom.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Agentic Memory Architect & Episodic Memory Guide [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Orchestration & Integration Connects and orchestrates with: - `multi-agent-orchestration` — shared memory state across agent swarms - `pydantic-ai-expert` — type-safe memory injection into Pydantic AI agents - `session-memory-manager` — short-term session checkpoint layer - `vector-db-rag-expert` — pgvector/HNSW for long-term episodic retrieval - `database-orm-expert` — Prisma/Drizzle schema for memory persistence - `ai-llm-integration-expert` — context window injection at inference time - `zero-to-prod-orchestrator` — memory layer provisioned in Phase 2 (Foundation) --- ### Purpose Design and implement persistent, multi-tier memory systems for autonomous AI agents that transcend simple context windows. Enable agents to **remember users across sessions**, recall past decisions, maintain knowledge graphs, and operate with human-like episodic continuity — all while remaining within token budget constraints. --- ### Memory Tier Architecture ``` ┌─────────────────────────────────────────────────────────────────┐ …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/agentic-memory-architect@sha256:78c546c0b6a5e7eaThe line at the top of this page pins the label v4.2.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_43a2tdcbgfxywddz)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Sep 24, 2026 and Oct 8, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v4.2.1 latest | 2026-10-08 | e8e3cf1 | 28,190 B | A | view · diff |
| v4.2.0 | 2026-10-05 | 7a88132 | 28,190 B | A | view · diff |
| v4.2.0 | 2026-10-03 | d8cca2a | 2,809 B | A | view · diff |
| v4.1.0 | 2026-10-03 | 8bb822a | 2,809 B | A | view · diff |
| v4.0.0 | 2026-09-30 | 7be209a | 2,811 B | A | view · diff |
| v3.7.0 | 2026-09-24 | 1ae3575 | 2,811 B | A | view · diff |
| git:20260924.7b9761d | 2026-09-24 | 7b9761d | 2,794 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (28190 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
roedyrustam/vibes-plug · 112 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_43a2tdcbgfxywddz GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/agentic-memory-architect GET https://markdownregistry.com/api/v1/blob/78c546c0b6a5e7ea61fdb3ba063daf54f5242abddbc178f3a84043482bb2291e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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