Agent skill

Ruview Rvagent

Explore and prototype rvAgent + RVF integration for RuView agentic flows.

MITAuto-check passedDevelopment

Install Ruview Rvagent

skills CLI

$ npx skills add ruvnet/RuView --skill ruview-rvagent -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install ruvnet/RuView ruview-rvagent --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/ruvnet/RuView.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ruview/skills/ruview-rvagent .claude/skills/ruview-rvagent && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "ruview-rvagent" agent skill from https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent into .claude/skills/ruview-rvagent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruview-rvagent", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add ruvnet/RuView --skill ruview-rvagent -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install ruvnet/RuView ruview-rvagent --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ruvnet/RuView.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ruview/skills/ruview-rvagent .agents/skills/ruview-rvagent && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ruview-rvagent" agent skill from https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent into .agents/skills/ruview-rvagent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruview-rvagent", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add ruvnet/RuView --skill ruview-rvagent -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install ruvnet/RuView ruview-rvagent --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ruvnet/RuView.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ruview/skills/ruview-rvagent .cursor/skills/ruview-rvagent && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ruview-rvagent" agent skill from https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent into .cursor/skills/ruview-rvagent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruview-rvagent", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/ruvnet/RuView.git --path plugins/ruview/skills/ruview-rvagent

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add ruvnet/RuView --skill ruview-rvagent -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install ruvnet/RuView ruview-rvagent --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ruvnet/RuView.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ruview/skills/ruview-rvagent .gemini/skills/ruview-rvagent && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "ruview-rvagent" agent skill from https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent into .gemini/skills/ruview-rvagent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruview-rvagent", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install ruvnet/RuView ruview-rvagent

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add ruvnet/RuView --skill ruview-rvagent -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/ruvnet/RuView.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ruview/skills/ruview-rvagent .github/skills/ruview-rvagent && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "ruview-rvagent" agent skill from https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent into .github/skills/ruview-rvagent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruview-rvagent", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add ruvnet/RuView --skill ruview-rvagent -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install ruvnet/RuView ruview-rvagent --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/ruvnet/RuView.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ruview/skills/ruview-rvagent .opencode/skills/ruview-rvagent && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ruview-rvagent" agent skill from https://github.com/ruvnet/RuView/tree/main/plugins/ruview/skills/ruview-rvagent into .opencode/skills/ruview-rvagent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ruview-rvagent", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: ruview-rvagent
GitHub stars: 97k
Token cost: ~962 tokens
SKILL.md length: 370 words
Files: 1
Skills in repo: 24
Repo updated: Oct 8, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Explore and prototype rvAgent + RVF integration for RuView agentic flows.

Works in 3 steps: RVF wire: two new segment types… → Tool surface: BfldEvent → ToolOutput… → Cog subagents: cog-pose-estimation /…
Working on cross-cog coordination
SKILL.md covers Quickstart — published MCP…, When to use this skill, Key surfaces and Research dossier, plus 2 more sections
Calls npx and npm

What it does

Ruview Rvagent is an agent skill from ruvnet/RuView. Explore and prototype rvAgent + RVF integration for RuView agentic flows. Use when working on cross-cog coordination, operator-facing agents reading BFLD / pose / vitals events live, or persisting agent state alongside sensing data in the same RVF container.

Its SKILL.md is about 960 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Development. It works with Model Context Protocol. The repository describes itself as: π RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. The licence is MIT.

When your agent uses it

Working on cross-cog coordination
Operator-facing agents reading BFLD / pose / vitals events live
Persisting agent state alongside sensing data in the same RVF container

Example prompts

“/ruview-rvagent”

Requirements

Node.js

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

RVF wire: two new segment types (SEG_AGENT_STATE = 0x08, SEG_DECISION = 0x09) let rvAgent sessions interleave with RuView sensing sessions…
Tool surface: BfldEvent → ToolOutput shim turns BFLD events into agent context with no new IPC.
Cog subagents: cog-pose-estimation / cog-person-count / cog-ha-matter / cog-bfld register as rvAgent subagents under a queen-agent router.

What it can do on your machine

Read from SKILL.md and the folder at commit 0ef6b96. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
- npx
- npm
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx and npm, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ruview Rvagent loads about 962 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 370 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~68
When it runs · the whole SKILL.md, loaded when a task matches: ~962

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ruvnet/RuView at commit 0ef6b96, republished under its MIT licence (© ruvnet). 370 words, ~962 tokens.

Download SKILL.mdSave it as .claude/skills/ruview-rvagent/SKILL.md (or your agent's skills folder).

name: ruview-rvagent
description: Explore and prototype rvAgent + RVF integration for RuView agentic flows. Use when working on cross-cog coordination, operator-facing agents reading BFLD / pose / vitals events live, or persisting agent state alongside sensing data in the same RVF container.

RuView rvAgent + RVF integration

Surface area for wiring vendor/ruvector/crates/rvAgent/ into RuView so the existing sensing pipeline becomes the substrate an agentic flow can read, reason about, and respond to.

Quickstart — published MCP server (`@ruvnet/rvagent` v0.1.0)

Installing this plugin registers @ruvnet/rvagent as an MCP server. On activation, Claude Code spawns npx -y @ruvnet/rvagent and exposes its tools directly:

Tool	Purpose
`bfld_last_scan`	Most recent BFLD event from the sensing server
`bfld_subscribe`	Stream BFLD events for a window
`presence_now`	Current room-level presence state
`vitals_get_breathing`	Latest breathing-rate sample
`vitals_get_heart_rate`	Latest heart-rate sample
`vitals_get_all`	Composite vitals snapshot
`vitals_fetch`	Historical vitals window

Override the sensing-server URL via the RVAGENT_SENSING_URL env var (default http://localhost:3000). Source lives at tools/ruview-mcp/; ADR-124 captures the design.

Smoke-check the wiring: npm view @ruvnet/rvagent version should return 0.1.0 (or newer).

When to use this skill

"I want an agent that reacts to BFLD presence in the kitchen and pages the carer."
"I need cog-pose-estimation and cog-bfld to negotiate before publishing a synthesized event."
"Can the witness chain attest both the sensing event AND the agent decision in one RVF blob?"
"How do we keep rvAgent's tool outputs class-3 compliant when the source BFLD event is Restricted?"

Key surfaces

Surface	File	Notes
rvAgent core	`vendor/ruvector/crates/rvAgent/rvagent-core/src/agi_container.rs` (627 LOC)	RVF-compatible state container
rvAgent middleware	`vendor/ruvector/crates/rvAgent/rvagent-middleware/`	Witness, sanitizer, SONA, HNSW
Agent personas	`vendor/ruvector/crates/rvAgent/.ruv/agents/rvagent-{queen,coder,tester,security}.md`	Reference patterns
RVF container	`v2/crates/wifi-densepose-sensing-server/src/rvf_container.rs`	Add `SEG_AGENT_STATE`, `SEG_DECISION`
BFLD event	`v2/crates/wifi-densepose-bfld/src/event.rs`	`BfldEvent::to_json()` → `ToolOutput`
BFLD pipeline handle	`v2/crates/wifi-densepose-bfld/src/pipeline_handle.rs`	`BfldPipelineHandle::send`

Show full SKILL.md (136 more words)Show less

Research dossier

Full integration analysis lives at docs/research/rvagent-rvf-integration/README.md.

Three shippable touchpoints, each independent:

RVF wire: two new segment types (SEG_AGENT_STATE = 0x08, SEG_DECISION = 0x09) let rvAgent sessions interleave with RuView sensing sessions in the same blob.
Tool surface: BfldEvent → ToolOutput shim turns BFLD events into agent context with no new IPC.
Cog subagents: cog-pose-estimation / cog-person-count / cog-ha-matter / cog-bfld register as rvAgent subagents under a queen-agent router.

Open questions

Workspace inclusion of vendor/ruvector/crates/rvAgent/ (path dep vs published crate)
Sync ↔ async adapter (BFLD Publish is sync, rvAgent backends are tokio)
Privacy-class composition (does rvAgent's sanitizer consume PrivacyClass?)
Soul Signature ↔ SoulMatchOracle bridge
Whether BfldPipelineHandle::send lands as a public MCP tool via rvagent-mcp

Next decision

ADR-124 (proposed) — "rvAgent + RVF integration for RuView agentic flows" — would capture segment assignments, cog-subagent contract, and the privacy-class composition rule. Land before scaffolding v2/crates/wifi-densepose-agent.

Files

Just SKILL.md in plugins/ruview/skills/ruview-rvagent of ruvnet/RuView.

Open the folder on GitHubat commit 0ef6b96

Compare with similar skills

Ruview Rvagent next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ruview Rvagent compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Ruview Rvagent this skillruvnet/RuView	97k	—	~962	Automated safety check: Pass	MIT	today
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Analyze Logsactivepieces/activepieces	25k	1 repos	~1.6k	Automated safety check: Pass	MIT	today
ReleasePrefectHQ/fastmcp	28k	—	~2.9k	Automated safety check: Pass	Apache-2.0	today
Claude Code Skillcodeaashu/claude-code	3.4k	1 repos	~2.7k	Automated safety check: Pass	Proprietary	1 mo ago
Run Nx Generatornrwl/nx	29k	2 repos	~592	Automated safety check: Notes	MIT	today

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Questions about Ruview Rvagent

What does Ruview Rvagent do?

Explore and prototype rvAgent + RVF integration for RuView agentic flows. Ruview Rvagent is an agent skill from ruvnet/RuView. Explore and prototype rvAgent + RVF integration for RuView agentic flows.

When should I use Ruview Rvagent?

Ruview Rvagent fits situations like: working on cross-cog coordination; operator-facing agents reading BFLD / pose / vitals events live; persisting agent state alongside sensing data in the same RVF container.

How do I install Ruview Rvagent in Claude Code?

Run `npx skills add ruvnet/RuView --skill ruview-rvagent -a claude-code`. Or copy the skill folder (plugins/ruview/skills/ruview-rvagent in ruvnet/RuView) into .claude/skills/ruview-rvagent in your project. Claude Code loads it when a task matches its description.

How do I install Ruview Rvagent in Codex?

Run `npx skills add ruvnet/RuView --skill ruview-rvagent -a codex`. Or copy the skill folder (plugins/ruview/skills/ruview-rvagent in ruvnet/RuView) into .agents/skills/ruview-rvagent in your project. Codex loads it when a task matches its description.

Can I use Ruview Rvagent in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ruvnet/RuView --skill ruview-rvagent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ruview-rvagent, .gemini/skills/ruview-rvagent, .github/skills/ruview-rvagent and .opencode/skills/ruview-rvagent in your project.

What does Ruview Rvagent need to run?

Going by SKILL.md and its folder, Ruview Rvagent needs the command-line tools its instructions call (npx and npm). Our summary lists: Node.js.

Does Ruview Rvagent access the network?

SKILL.md contains no URLs. Its commands use npx and npm, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Ruview Rvagent safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ruview Rvagent use?

Ruview Rvagent is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ruview Rvagent use?

About 962 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ruview Rvagent?

Skills that share tags, products or a category with Ruview Rvagent: Debugging Executions (n8n-io/n8n, 207k stars), Analyze Logs (activepieces/activepieces, 25k stars), Release (PrefectHQ/fastmcp, 28k stars) and Claude Code Skill (codeaashu/claude-code, 3.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ruview Rvagent?

ruvnet (a GitHub user) maintains it in ruvnet/RuView, which has 96,839 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on October 8, 2026.

Source: ruvnet/RuView on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Ruview Rvagent

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

RuView rvAgent + RVF integration

Quickstart — published MCP server (@ruvnet/rvagent v0.1.0)

When to use this skill

Key surfaces

Research dossier

Open questions

Next decision

Files

Compare with similar skills

Similar skills

More from ruvnet/RuView

Related

Questions about Ruview Rvagent

Quickstart — published MCP server (`@ruvnet/rvagent` v0.1.0)