# Infra Advisor

> Audit the local cluster's hardware/software/MCP setup and recommend changes that cut token cost — GPU upgrades, Hailo NPU for vision, moving the inference node to Linux, running Qdrant locally, wiring MCP — with an ASCII cluster diagram. Also provides an auto one-pass audit (directives + infra + code duplication + skills) on the project. Use when the user asks how to reduce token/usage cost via h…

- **Type:** Skill
- **Install:** `agentstack add skill-zedarvates-botte-secrete-infra-advisor`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [zedarvates](https://agentstack.voostack.com/s/zedarvates)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [zedarvates](https://github.com/zedarvates)
- **Source:** https://github.com/zedarvates/botte-secrete/tree/main/skills/infra_advisor
- **Website:** https://github.com/zedarvates/botte-secrete

## Install

```sh
agentstack add skill-zedarvates-botte-secrete-infra-advisor
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# infra_advisor — cut token cost beyond the code

Most audits only look at code. This looks at the **machine and the local cluster**
and recommends concrete hardware/software/infra changes that move work off paid
cloud models — then bundles a fast one-pass audit of the project.

## Commands

```bash
# Cluster tips + ASCII diagram
python -m skills.infra_advisor.cli tips
python -m skills.infra_advisor.cli tips --subnet --json

# One-pass audit on the project where Botte Secrète is installed
python -m skills.infra_advisor.cli auto .
python -m skills.infra_advisor.cli auto /path/to/project --json
```

## Infra tips (rules, prioritized P0→P3)

- **Install a local LLM** (LM Studio/Ollama) if none — the foundation for any saving.
- **Add/upgrade a GPU** (≥12-16 GB VRAM) → run a 7-14B coder locally.
- **Add a Hailo-8 / 8L / 10 NPU** → vision (detection/OCR/PDF) at ~0 tokens via `media_loader`.
- **Move the always-on inference node to Linux/WSL2** → no forced Windows reboots/updates
  killing the endpoint; more free VRAM/RAM.
- **Run Qdrant locally** → unlock the semantic response cache (-60% repeats).
- **Dedicate the strongest host** as a shared inference node for all projects.
- **Wire the MCP server** (`bootstrap`) so the agent actually uses the local tools.

Each tip carries `why` and an `impact` (expected token/cost effect). An ASCII
cluster diagram is rendered by default (`--json` for machine-readable).

## Auto audit

`auto` combines the cheap, reliable passes into one report:
**directives** health (`directives_audit`) · **infra** tips + diagram · **duplicate
function bodies** across files (stdlib AST, free) · **skill catalog** size · plus
pointers to deeper passes (full `mousquetaires`/fallow pipeline, `skill_project_optimizer`,
`understand-anything`, `botte` terminal compression).

Exposed via [[llm_mcp]] as `infra_tips` and `auto_audit`. Related: [[bootstrap]],
[[llm_backends]], [[directives_audit]], [[skill_finder]].

## Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

- **Author:** [zedarvates](https://github.com/zedarvates)
- **Source:** [zedarvates/botte-secrete](https://github.com/zedarvates/botte-secrete)
- **License:** MIT
- **Homepage:** https://github.com/zedarvates/botte-secrete

Install and usage instructions live in the source repository linked above.

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-zedarvates-botte-secrete-infra-advisor
- Seller: https://agentstack.voostack.com/s/zedarvates
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.