Atlas / Skills / ruvnet / Vector Setup

Vector SetupCAUTION

skills/ruvnet/vector-setup

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
73,288
01

Overview

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Read from source at commit ef7d4f0535e5OBSERVED · 2026-09-26
02

Install

Commands as the repository documents them. They are shown, not run.

npm install [email protected]
npm install ruvector-onnx-embeddings-wasm \
npm install ruvector-onnx-embeddings-wasm \
claude mcp add ruvector -- npx -y [email protected] mcp start
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: vector-setup
description: First-run setup for [email protected] — installs ONNX/Brain/SONA add-ons, registers the MCP server, and verifies the install via `doctor`
argument-hint: "[--full]"
allowed-tools: Bash Read
---

# Vector Setup

Bootstraps `[email protected]` and its optional add-ons so every `/vector` subcommand actually works on first run.

## Why this exists

Out of the box, several `/vector` subcommands fail with a confusing dep error:

| Error | Missing package |
|-------|-----------------|
| `ONNX WASM files not bundled. The onnx/ directory is missing.` | `ruvector-onnx-embeddings-wasm` |
| `Brain commands require @ruvector/pi-brain` | `@ruvector/pi-brain` |
| `SONA not available. Native error: Cannot find module '/.../@ruvector/sona/index.js'` | `@ruvector/ruvllm` (JS fallback) |
| `LLM commands require @ruvector/ruvllm` | `@ruvector/ruvllm` |

This skill installs them in one pass.

## Steps

1. **Pin ruvector**:
   ```bash
   npm install [email protected]
   ```
2. **Install the add-ons** (idempotent — only what's missing):
   ```bash
   npm install ruvector-onnx-embeddings-wasm \
               @ruvector/pi-brain \
               @ruvector/ruvllm
   ```
   For a leaner install, pass `--full` to also pull `@ruvector/graph-node` and `@ruvector/router`:
   ```bash
   npm install ruvector-onnx-embeddings-wasm \
               @ruvector/pi-brain \
               @ruvector/ruvllm \
               @ruvector/graph-node \
               @ruvector/router
   ```
3. **Verify the binary**:
   ```bash
   npx -y [email protected] doctor
   npx -y [email protected] info
   ```
4. **Register the MCP server**:
   ```bash
   claude mcp add ruvector -- npx -y [email protected] mcp start
   claude mcp list | grep ruvector
   ```
5. **Sanity check** the most common subcommands:
   ```bash
   npx -y [email protected] hooks route "test"
   npx -y [email protected] attention list
   npx -y [email protected] rvf examples
   ```
6. **(Optional) Generate a pi identity** for brain + edge:
   ```bash
   npx -y [email protected] identity generate
   npx -y [email protected] identity show
   ```

## Smoke test

For a deterministic verification of the install, run the plugin's bundled smoke script:
```bash
bash plugins/ruflo-ruvector/scripts/smoke.sh
```

It checks: version pin, top-level subcommand visibility, `hooks ast-analyze`, `hooks route`, `attention list`, `rvf examples`, and `info`. Exits non-zero if any drift from the contracted surface is detected.

## What this does not install

- Native Rust toolchain (optional; only needed for source builds)
- Platform-specific native bindings (auto-detected by `@ruvector/core`)
- `@ruvector/sona` native binding (the JS fallback via `@ruvector/ruvllm` is sufficient on macOS arm64; Linux x64 has its own native binding)

If `doctor` still reports a problem after this skill runs, paste its output verbatim and ask.
04

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryWARN
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (4)

MEDIUMInventory / provenance · inv.symlink · CWE-1104
crates
crates
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
plugin/agents
plugin/agents
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
plugin/commands
plugin/commands
Why it matters. link not followed
MEDIUMInventory / provenance · inv.symlink · CWE-1104
plugin/skills
plugin/skills
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-09-26 · audit v0.4.1 · source sha ef7d4f0535e5full audit observations/trust-audit/skill/ruvnet__vector-setup.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-09-26ef7d4f0535e5CAUTIONB89first audit
06

Questions

What does the Vector Setup skill do?

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Is Vector Setup safe to install?

With care. The audit graded it B (89/100) and found 4 things worth knowing before you trust this skill, listed below with the exact line each was found on.

What can Vector Setup access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

What do I need installed to use Vector Setup?

Its own instructions reference doctor. Dependencies are pinned to exact versions.

How current is this page?

The grade is for one exact copy of the source (ef7d4f0535e5), read on 2026-09-26. The repository is watched, and a new audit runs when it changes — this is the first audit.

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