ccoalm/ccl-skills · skills/llm-inference-integration/SKILL.md

llm-inference-integration skillA

Name: llm-inference-integration
Author: ccoalm

llm-inference-integration is agent-read markdown (skill) from ccoalm/ccl-skills: Use when designing, implementing, reviewing, debugging, or operating LLM, agent, RAG, prompt, model-routing, streaming, evaluation, replay, shadow, token-cost, or batch inference features across backend products. Product-agnostic; do not depend on prior codebase names, paths, providers, or business domains. Triggers also include "接 LLM", "大模型怎么调", "提示词怎么写", "RAG 怎么实现", "LLM 智能体 / 工具调用怎么搭", "模型评测"..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version

mdr add ccoalm/ccl-skills/llm-inference-integration@git:20260902.04d8916

Exact content

mdr add ccoalm/ccl-skills/llm-inference-integration@sha256:6877a538dc3292e6

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

[![mdr](https://markdownregistry.com/badge/art_dspu3iofhak7bdoq.svg)](https://markdownregistry.com/a/art_dspu3iofhak7bdoq)

0 badge views in 30 days

Versions

version	committed	commit	size	audit
git:20260902.04d8916 latest	2026-09-02	04d8916	22,755 B	A	view · diff
git:20260902.d5919e7	2026-09-02	d5919e7	22,675 B	A	view · diff
git:20260901.1c17028	2026-09-01	1c17028	21,250 B	A	view · diff
git:20260830.050daf6	2026-08-30	050daf6	20,909 B	A	view · diff
git:20260822.05a5b65	2026-08-22	05a5b65	21,042 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Deterministic, no model, same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (22755 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

GitHub

ccoalm/ccl-skills · 6 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_dspu3iofhak7bdoq
GET https://markdownregistry.com/api/v1/resolve?ref=ccoalm/ccl-skills/llm-inference-integration
GET https://markdownregistry.com/api/v1/blob/6877a538dc3292e6ce6b279a43b3e4080d4d9e05b5e971d425547899a1fe515b