infrastructure-llm SKILL.md skillA
infrastructure-llm from docxology/template is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add docxology/template/infrastructure-llm@git:20261105.00a79ffPins git:20261105.00a79ff in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- docxology/template
- Path
infrastructure/llm/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261105.00a79ff, committed Nov 5, 2026
- First version recorded
- May 7, 2026
- Size
- 5,341 bytes
- Repository stars
- 23
- License
- Apache-2.0
Skill for the LLM infrastructure module providing local Large Language Model integration via Ollama. Covers client initialization, prompt templates, output validation, manuscript review generation, conversation context, and CLI usage. Use when querying LLMs, generating manuscript reviews, validating LLM outputs, or managing Ollama models.
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
# LLM Module
Local Large Language Model integration for research assistance via Ollama.
## Module Structure
```mermaid
flowchart LR
LLM[llm/]
LLM --> CORE[core<br/>client · config · context]
LLM --> TPL[templates<br/>prompt templates for research]
LLM --> VAL[validation<br/>output quality validation]
LLM --> RV[review<br/>manuscript review generation]
LLM --> PR[prompts<br/>fragment composition system]
LLM --> UT[utils<br/>Ollama server management]
LLM --> CLI[cli<br/>command-line interface]
classDef d fill:#0f172a,stroke:#0f172a,color:#fff
classDef pkg fill:#1e3a8a,stroke:#0f172a,color:#fff
class LLM d
class CORE,TPL,VAL,RV,PR,UT,CLI pkg
```
## LLM Client (`core/client.py`)
```python
from infrastructure.llm import LLMClient, OllamaClientConfig, GenerationOptions
# Initialize with defaults
client = LLMClient()
# Custom configuration
config = OllamaClientConfig(default_model="gemma3:4b", temperature=0.7)
client = LLMClient(config)
# Generate a response
response = client.query(
"Summarize this paper...",
options=GenerationOptions(
max_tokens=2000,
temperature=0.3,
),
)
```
…Read the whole file at its exact version.
How to install
mdr add docxology/template/infrastructure-llm@sha256:4f425197a96bb508The line at the top of this page pins the label git:20261105.00a79ff, 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_jakoxarcaco2dlb6)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between May 7, 2026 and Nov 5, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261105.00a79ff latest | 2026-11-05 | 00a79ff | 5,341 B | A | view · diff |
| git:20260820.0db2afc | 2026-08-20 | 0db2afc | 5,274 B | A | view · diff |
| git:20260612.8db3bb9 | 2026-06-12 | 8db3bb9 | 5,319 B | A | view · diff |
| git:20260606.243a3c4 | 2026-06-06 | 243a3c4 | 5,335 B | A | view · diff |
| git:20260516.97ec6c2 | 2026-05-16 | 97ec6c2 | 5,026 B | A | view · diff |
| git:20260507.a8ed8a2 | 2026-05-07 | a8ed8a2 | 4,859 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 (5341 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
docxology/template · 23 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jakoxarcaco2dlb6 GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/infrastructure-llm GET https://markdownregistry.com/api/v1/blob/4f425197a96bb508a876e93a9a8ab79f2f6e8117391504497806c640bc551a72
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.