Lollms Cognitive Persistent Memory SKILL.md skillA
Lollms Cognitive Persistent Memory from parisneo/lollms_client is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parisneo/lollms_client/Lollms Cognitive Persistent Memory@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/cognitive_memory/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Jun 28, 2026
- First version recorded
- May 26, 2026
- Size
- 2,920 bytes
- Repository stars
- 13
- License
- Apache-2.0
Teaches the model about the persistent tiered memory system (Level 1 Working, Level 2 Deep, Level 3 Archive), proactive keyword pulling, and the required tagging protocols.
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
# Lollms Cognitive Persistent Memory This skill explains how to utilize and interact with the tiered long-term memory system of the LoLLMS framework. ## 1. The Multi-Tiered Memory Architecture The system prevents context bloating by categorizing information into distinct tiers: - **Level 1 — Working Memory**: Active, high-importance facts injected verbatim into the system prompt context. - **Level 2 — Deep Memory**: Inactive, faded, or lower-importance memories. Verbatims are withheld; only compact 8-character handle stubs (e.g. `[7c8855bf]`) are injected to save token space. - **Level 3 — Archived Memory**: Cold memories slated for permanent forgetting or evaluation during a Dream Consolidation cycle. ## 2. Cognitive Memory Tags (XML Protocol) The model interacts with the memory manager in real-time by emitting XML tags: - `<mem_new importance="0.95">content</mem_new>` — Record a new fact. - `<mem_tag id="8-CHAR-ID" />` — Signal that an active memory has been recognized and used in the reply. This increments `use_count` and boosts its importance score. - `<mem_load id="8-CHAR-ID" />` — Manually load an inactive Deep Memory (Level 2) back into active Working Memory (Level 1). …
Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/Lollms Cognitive Persistent Memory@sha256:c6acf3cf819e4169The line at the top of this page pins the label v1.0.0, 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_vzhamcpxc6nw2nyi)
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Versions
The registry has recorded 2 versions of this file, between May 26, 2026 and Jun 28, 2026, about one every 34 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-06-28 | cc2d83c | 2,920 B | A | view · diff |
| v1.0.0 | 2026-05-26 | 03c41e5 | 2,938 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 (2920 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
parisneo/lollms_client · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vzhamcpxc6nw2nyi GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/Lollms Cognitive Persistent Memory GET https://markdownregistry.com/api/v1/blob/c6acf3cf819e41699d762db72254252907d6f10cc6bb5269f5768eac8c3d2d5f
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.