Ops Fleet
Lifecycle-Innovations-Limited/claude-ops
OPS on-demand: This skill should be used when the user asks to "fleet dashboard", "CLIProxy sessions"…
Run read-only queries across multivendor device groups with explicit per-device outcomes.
Apache-2.0Auto-check passed
Install Multivendor Fleet Ops
$ npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install automateyournetwork/netclaw multivendor-fleet-ops --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/workspace/skills/multivendor-fleet-ops .claude/skills/multivendor-fleet-ops && rm -rf skills-srcUse ~/.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/
Install the "multivendor-fleet-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-ops into .claude/skills/multivendor-fleet-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multivendor-fleet-ops", 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 install https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-opsType 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.
$ npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install automateyournetwork/netclaw multivendor-fleet-ops --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/workspace/skills/multivendor-fleet-ops .agents/skills/multivendor-fleet-ops && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "multivendor-fleet-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-ops into .agents/skills/multivendor-fleet-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multivendor-fleet-ops", 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.
$ npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install automateyournetwork/netclaw multivendor-fleet-ops --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/workspace/skills/multivendor-fleet-ops .cursor/skills/multivendor-fleet-ops && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "multivendor-fleet-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-ops into .cursor/skills/multivendor-fleet-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multivendor-fleet-ops", 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 https://github.com/automateyournetwork/netclaw.git --path workspace/skills/multivendor-fleet-ops--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install automateyournetwork/netclaw multivendor-fleet-ops --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/workspace/skills/multivendor-fleet-ops .gemini/skills/multivendor-fleet-ops && rm -rf skills-srcUse ~/.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/
Install the "multivendor-fleet-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-ops into .gemini/skills/multivendor-fleet-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multivendor-fleet-ops", 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.
$ gh skill install automateyournetwork/netclaw multivendor-fleet-opsInstalls 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).
$ npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/workspace/skills/multivendor-fleet-ops .github/skills/multivendor-fleet-ops && rm -rf skills-srcUse ~/.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/
Install the "multivendor-fleet-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-ops into .github/skills/multivendor-fleet-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multivendor-fleet-ops", 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.
$ npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install automateyournetwork/netclaw multivendor-fleet-ops --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automateyournetwork/netclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/workspace/skills/multivendor-fleet-ops .opencode/skills/multivendor-fleet-ops && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "multivendor-fleet-ops" agent skill from https://github.com/automateyournetwork/netclaw/tree/main/workspace/skills/multivendor-fleet-ops into .opencode/skills/multivendor-fleet-ops/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "multivendor-fleet-ops", 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
multivendor-fleet-ops- GitHub stars
- 676
- Token cost
- ~819 tokens
- SKILL.md length
- 428 words
- Files
- 1
- Skills in repo
- 120
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Run read-only queries across multivendor device groups with explicit per-device outcomes.
- The same operational question covers a fleet
- SKILL.md covers run_fleet, Reading results — the…, Cross-vendor comparison — the… and Caveat: CLI reach is not full…, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Multivendor Fleet Ops is an agent skill from automateyournetwork/netclaw. Run read-only queries across multivendor device groups with explicit per-device outcomes. Use when the same operational question covers a fleet.
Its SKILL.md is about 820 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: An AI agent that claws through your network. The licence is Apache-2.0.
When your agent uses it
- The same operational question covers a fleet
Example prompts
- “/multivendor-fleet-ops”
What it can do on your machine
Read from SKILL.md and the folder at commit aa90e7d. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Multivendor Fleet Ops loads about 819 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 428 words of instructions outside code blocks.
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 automateyournetwork/netclaw at commit aa90e7d, republished under its Apache-2.0 licence (© automateyournetwork). 428 words, ~819 tokens.
Download SKILL.mdSave it as
.claude/skills/multivendor-fleet-ops/SKILL.md (or your agent's skills folder).- name
- multivendor-fleet-ops
- description
- Run read-only queries across multivendor device groups with explicit per-device outcomes. Use when the same operational question covers a fleet.
Multivendor Fleet Ops
Ask one question of many devices at once — across mixed vendors — and get per-device answers.
MCP server: multivendor-cli-mcp · Tools: run_fleet, get_facts
run_fleet
target is a group name, a comma-separated device list, or all. Supply exactly one of:
command— raw CLI, only for platforms this server ownsgetters— NAPALM normalized facts, permitted read-only on any platform
run_fleet(target="edge", getters=["get_facts","get_interfaces"])
run_fleet(target="srl1,srl2", command="show version")Reading results — the invariant that matters
requested always equals returned. Every targeted device appears, including failures. A
silently absent device would read as success, which is the most dangerous possible output for a fleet
query — you'd scan the list and see no problem where there is one.
summary counts by status. One device failing never aborts the others.
Defaults: 10 concurrent workers, 30s per-device timeout, both overridable. Ten rather than Nornir's own 20 because each worker holds an SSH session and devices commonly cap concurrent management sessions at 5–15.
Cross-vendor comparison — the reason this exists
get_facts returns one shape across vendors, which no other NetClaw server can do. pyATS and
junos-mcp each answer well for their own platform, but their shapes differ, so a question spanning
vendors otherwise needs reconciling by hand.
Where a platform has no NAPALM driver — SR Linux, FRR, VyOS, MikroTik — you get a row with
available: false and a gap_reason, not a missing row. That distinction is deliberate: "this
platform cannot tell us" and "there are none" are different answers, and conflating them produces a
wrong one. provenance is never faked as napalm for scraped output.
Verified live: get_facts across IOS-XE and SR Linux returns rows with identical keys — one is data,
one is a reported gap.
Show full SKILL.md (159 more words)Show less
Caveat: CLI reach is not full vendor support
netmiko also drives Fortinet, Palo Alto PAN-OS and Check Point, so this server gives CLI-level reach to them today. That is not equivalent to their dedicated API integrations:
| Vendor | What CLI gives you | What it does NOT give you |
|---|---|---|
| Fortinet | FortiOS CLI reads | FortiManager policy packages, ADOM model, install preview |
| Palo Alto | PAN-OS CLI reads | Panorama device groups, templates, commit validation |
| Check Point | GAiA CLI reads | Management API policy layers, threat intel |
Roadmap items R3 (Fortinet) and R4 (Palo Alto) are still needed. Do not treat CLI reach as completing them.
SSH trust and write boundary
SSH host keys are verified by default. If an unknown or changed key is refused,
verify the identity through a trusted console/administrator and follow
docs/MULTIVENDOR-SSH-MIGRATION.md; never disable checking as an automatic retry.
Raw commands remain read-only even when write tools are enabled. Configuration
must use the gated apply_config path with the required approvals and baseline.
© automateyournetwork, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in workspace/skills/multivendor-fleet-ops of automateyournetwork/netclaw.
Open the folder on GitHubat commit aa90e7d
Compare with similar skills
Multivendor Fleet Ops 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Multivendor Fleet Ops this skillautomateyournetwork/netclaw | 676 | — | ~819 | Automated safety check: Pass | Apache-2.0 | |
| Ops FleetLifecycle-Innovations-Limited/claude-ops | 542 | — | ~1.1k | Automated safety check: Notes | MIT | |
| Iot Fleetruvnet/ruflo | 74k | — | ~210 | Automated safety check: Pass | MIT | |
| ClickHouse Query Performance Validationcomet-ml/opik | 22k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Analyzing Experiment Query PerformancePostHog/posthog | 40k | — | ~3.7k | Automated safety check: Pass | Custom licence | |
| Frontend Query Mutationlangflow-ai/langflow | 155k | — | ~979 | Automated safety check: Pass | MIT |
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Measures what a ClickHouse query change actually costs, turning a suspicion that a query is slow into numbers a reviewer can act on before it merges.
- Official
Analyzing Experiment Query Performance
PostHog/posthog
Pull and interpret production experiment query-performance data from the staff-only /api/debugchqueries endpoints backing the /experiments/staff scene: slowest experiment queries, precompute…
Frontend Query Mutation
langflow-ai/langflow
Guide for implementing Langflow frontend query and mutation patterns with Axios and TanStack React Query v5.
- Official
Studio Queries
supabase/supabase
React Query conventions for data fetching in Supabase Studio.
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Questions about Multivendor Fleet Ops
What does Multivendor Fleet Ops do?
Run read-only queries across multivendor device groups with explicit per-device outcomes. Multivendor Fleet Ops is an agent skill from automateyournetwork/netclaw. Run read-only queries across multivendor device groups with explicit per-device outcomes.
When should I use Multivendor Fleet Ops?
Multivendor Fleet Ops fits situations like: the same operational question covers a fleet.
How do I install Multivendor Fleet Ops in Claude Code?
Run `npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a claude-code`. Or copy the skill folder (workspace/skills/multivendor-fleet-ops in automateyournetwork/netclaw) into .claude/skills/multivendor-fleet-ops in your project. Claude Code loads it when a task matches its description.
How do I install Multivendor Fleet Ops in Codex?
Run `npx skills add automateyournetwork/netclaw --skill multivendor-fleet-ops -a codex`. Or copy the skill folder (workspace/skills/multivendor-fleet-ops in automateyournetwork/netclaw) into .agents/skills/multivendor-fleet-ops in your project. Codex loads it when a task matches its description.
Can I use Multivendor Fleet Ops 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 automateyournetwork/netclaw --skill multivendor-fleet-ops -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/multivendor-fleet-ops, .gemini/skills/multivendor-fleet-ops, .github/skills/multivendor-fleet-ops and .opencode/skills/multivendor-fleet-ops in your project.
What does Multivendor Fleet Ops need to run?
SKILL.md names no scripts, command-line tools or credentials: Multivendor Fleet Ops is instructions for the agent only.
Does Multivendor Fleet Ops access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Multivendor Fleet Ops 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 Multivendor Fleet Ops use?
Multivendor Fleet Ops is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Multivendor Fleet Ops use?
About 819 tokens (SKILL.md is roughly 3.3k 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 Multivendor Fleet Ops?
Skills that share tags, products or a category with Multivendor Fleet Ops: Ops Fleet (Lifecycle-Innovations-Limited/claude-ops, 542 stars), Iot Fleet (ruvnet/ruflo, 74k stars), ClickHouse Query Performance Validation (comet-ml/opik, 22k stars) and Analyzing Experiment Query Performance (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Multivendor Fleet Ops?
automateyournetwork (a GitHub user) maintains it in automateyournetwork/netclaw, which has 676 GitHub stars. The repository holds 120 skills in this directory. The repository was last updated on October 9, 2026.
Source: automateyournetwork/netclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.