client_creation_and_profiles SKILL.md skillB
client_creation_and_profiles 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/client_creation_and_profiles@git:20260924.391072ePins git:20260924.391072e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parisneo/lollms_client
- Path
skills/client_creation_and_profiles/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260924.391072e, committed Sep 24, 2026
- First version recorded
- Sep 22, 2026
- Size
- 9,753 bytes
- Repository stars
- 13
- License
- Apache-2.0
Authoritative doctrine for configuring and instantiating LollmsClient across all modalities using the Two-Tier Profile Architecture, global configuration files, and fast token estimation.
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
# LollmsClient Creation & Profile Architecture
The `LollmsClient` is the unified gateway to all large language model (LLM), vision, speech, audio, video, and communication backend engines in the LOLLMS ecosystem.
---
## 1. Universal Two-Tier Profile Architecture
To prevent duplicate connection definitions and enable lazy-loaded multi-model routing without wasting VRAM, `LollmsClient` separates configurations into two distinct layers:
```
┌────────────────────────────────────────────────────────┐
│ 1. Connection Layer (*_binding_profiles) │
│ • Host address, API key, SSL cert, backend library │
│ • Declared ONCE per server/provider │
└───────────────────────────┬────────────────────────────┘
│ Referenced by binding_profile_name
┌───────────────────────────▼────────────────────────────┐
│ 2. Execution Layer (*_model_profiles) │
│ • Specific model name, vision flags, context budget │
│ • Lazy-loaded: instantiated on first use │
└────────────────────────────────────────────────────────┘
```
### Supported Modalities
Both layers exist across all seven modalities:
…Read the whole file at its exact version.
How to install
mdr add parisneo/lollms_client/client_creation_and_profiles@sha256:9a48476bbd227fbcThe line at the top of this page pins the label git:20260924.391072e, 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_z2bdquqefbjcbfvg)
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Versions
The registry has recorded 3 versions of this file, between Sep 22, 2026 and Sep 24, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260924.391072e latest | 2026-09-24 | 391072e | 9,753 B | B | view · diff |
| git:20260922.8c1f2f5 | 2026-09-22 | 8c1f2f5 | 9,052 B | B | view · diff |
| git:20260922.2bfcb5b | 2026-09-22 | 2bfcb5b | 7,189 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (9753 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
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_z2bdquqefbjcbfvg GET https://markdownregistry.com/api/v1/resolve?ref=parisneo/lollms_client/client_creation_and_profiles GET https://markdownregistry.com/api/v1/blob/9a48476bbd227fbc4f6b36a877a7a8d3fd4d1e690856e19808f2d3f3c1b7ea19
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.