llm-finops-router SKILL.md skillA
llm-finops-router 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/llm-finops-router@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/llm-finops-router/SKILL.md- Versions recorded
- 7
- Latest version
- v4.2.1, committed Oct 8, 2026
- First version recorded
- Sep 24, 2026
- Size
- 21,932 bytes
- Repository stars
- 122
- License
- MIT
Expert guide for AI FinOps, dynamic model routing (LiteLLM, Portkey, RouteLLM), cost optimization, budget enforcement, semantic caching, and latency-based fallback architectures / Panduan ahli untuk AI FinOps, routing model dinamis, optimasi biaya, penegakan anggaran, semantic caching, dan arsitektur fallback berbasis latensi.
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 FinOps & Dynamic Model Router [English](#english) | [Bahasa Indonesia](#bahasa-indonesia) --- <a name="english"></a> ## English ### Orchestration & Integration Connects and orchestrates with: - `ai-llm-integration-expert` — base LLM integration patterns - `vercel-ai-sdk-expert` — streaming + tool-call routing on the edge - `multi-agent-orchestration` — per-agent budget allocation - `cloud-hosting-expert` — gateway deployment (Vercel, Cloudflare, AWS) - `llm-observability-expert` — Langfuse traces + cost dashboards - `adaptive-model-cascade` — complexity-scored model selection - `kv-cache-prefix-optimizer` — KV-cache hit maximization to cut costs --- ### Purpose Optimize operational costs, reliability, and latency of multi-model LLM architectures using dynamic routing, provider fallback chains, semantic caching, and real-time FinOps analytics. Target: **40–70% reduction in monthly LLM spend** without degrading output quality. --- ### 1. LiteLLM v1.x — Deep Configuration Guide LiteLLM provides a unified OpenAI-compatible interface across 100+ LLM providers with built-in fallback, retries, and budget management. #### Install & Start Proxy ```bash …
Read the whole file at its exact version.
How to install
mdr add roedyrustam/vibes-plug/llm-finops-router@sha256:fc986c4c8eb5c9beThe 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_25rr7rputlsyeo7k)
3 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 | 21,932 B | A | view · diff |
| v4.2.0 | 2026-10-05 | 7a88132 | 21,939 B | A | view · diff |
| v4.2.0 | 2026-10-03 | d8cca2a | 2,732 B | A | view · diff |
| v4.1.0 | 2026-10-03 | 8bb822a | 2,732 B | A | view · diff |
| v4.0.0 | 2026-09-30 | 7be209a | 2,734 B | A | view · diff |
| v3.7.0 | 2026-09-24 | 1ae3575 | 2,734 B | A | view · diff |
| git:20260924.7b9761d | 2026-09-24 | 7b9761d | 2,717 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 (21932 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 · 122 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_25rr7rputlsyeo7k GET https://markdownregistry.com/api/v1/resolve?ref=roedyrustam/vibes-plug/llm-finops-router GET https://markdownregistry.com/api/v1/blob/fc986c4c8eb5c9beb2dcbfc2d4316e4d786d5e06865ba7b4b90411cb4550e1dc
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.
More from roedyrustam/vibes-plug
Every file in roedyrustam/vibes-plug