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Agent skill

Ops Fleet

by Lifecycle-Innovations-Limited in Lifecycle-Innovations-Limited/claude-ops

OPS on-demand: This skill should be used when the user asks to "fleet dashboard", "CLIProxy sessions"…

MITAuto-check: notes

Install Ops Fleet

skills CLI
$ npx skills add Lifecycle-Innovations-Limited/claude-ops --skill ops-fleet -a claude-code

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

GitHub CLI
$ gh skill install Lifecycle-Innovations-Limited/claude-ops ops-fleet --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/Lifecycle-Innovations-Limited/claude-ops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/claude-ops/skills/ops-fleet .claude/skills/ops-fleet && 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/

Facts

Skill name
ops-fleet
GitHub stars
542
Token cost
~1.1k tokens
SKILL.md length
500 words
Files
1
Skills in repo
67
Repo updated
First seen
Licence
MIT

At a glance

OPS on-demand: This skill should be used when the user asks to "fleet dashboard", "CLIProxy sessions"…

  • Works in 2 steps: CLAUDE_BIN → command -v claude
  • Asks to fleet dashboard
  • SKILL.md covers Runtime sources, Discovery and configuration, Invocation and Output contract, plus 1 more section
  • Calls claude; needs CLIPROXY_API_KEY and CLIPROXYAPI_API_KEY

What it does

Ops Fleet is an agent skill from Lifecycle-Innovations-Limited/claude-ops. OPS on-demand: This skill should be used when the user asks to "fleet dashboard", "CLIProxy sessions"…

Its SKILL.md is about 1.1k 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: Business operating system for Claude Code — 57 skills, 21 agents, smart daemon. Unified inbox (WhatsApp/Email/Slack/Telegram), autonomous PR merge, full-AWS monitoring, revenue… The licence is MIT.

When your agent uses it

  • Asks to fleet dashboard
  • CLIProxy sessions…

Example prompts

  • “fleet dashboard”
  • “CLIProxy sessions”
  • “/ops-fleet”

Requirements

  • A credential in CLIPROXY_API_KEY
  • A credential in CLIPROXYAPI_API_KEY
  • Pre-approved tools (allowed-tools): Bash, Read

Workflow steps

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

  1. CLAUDE_BIN
  2. command -v claude

What it can do on your machine

Read from SKILL.md and the folder at commit 1aa0928. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Bash
    • Read

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • claude

    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 these keys or tokens, usually read from environment variables:

    • CLIPROXY_API_KEY
    • CLIPROXYAPI_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ops Fleet loads about 1.1k tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 500 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~28
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteRuns commands with sudoSKILL.md:67
    `bin/ops-fleet-pool-snapshot`, which may sudo only the fixed remote executable
  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Bash, Read

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 Lifecycle-Innovations-Limited/claude-ops at commit 1aa0928, republished under its MIT licence (© Lifecycle-Innovations-Limited). 500 words, ~1,150 tokens.

Download SKILL.mdSave it as .claude/skills/ops-fleet/SKILL.md (or your agent's skills folder).
name
ops-fleet
description
OPS on-demand: This skill should be used when the user asks to "fleet dashboard", "CLIProxy sessions"…
allowed-tools
Bash, Read
argument-hint
[--once] [--tui] [--all] [--models] [--no-pool] [--no-color]
effort
low
maxTurns
6

OPS ► FLEET

Load ops-rules before acting. Public repo (no personal data). Outbound: one draft → one approval → one send. If AskUserQuestion / Workflow are missing, follow Rule 10 in ops-rules (Hermes: numbered options / two-turn Telegram card; delegate_task).

Unified, read-only operational dashboard for:

  • local Claude Code sessions and daemon state;
  • the configured CLIProxyAPI gateway;
  • the effective model catalog grouped by provider;
  • the canonical server-side auth-record pool and configured load-balancing policy;
  • recent inference-only request, error, and latency signals;
  • optional legacy local account-rotator utilization.

It renders state and never changes it. It does not consume the CLIProxyAPI usage queue, modify configuration, refresh credentials, switch accounts, or restart services.

Runtime sources

LayerSourceTruth represented
Claude sessionsclaude agents --jsonlive interactive/background session census
Claude daemonclaude daemon statuslocal supervisor/socket state
GatewayGET /CLIProxyAPI server identity, reachability, latency
Modelsauthenticated GET /v1/modelseffective client-visible model catalog
Poolsanitized helper/command JSONenabled/disabled/backup auth records, configured routing/retries, recent inference RED signals
Legacy rotatorlocal state file, opt-incompatibility utilization only; not canonical gateway pool truth

A protected model endpoint returning 401/403 means gateway reachable, auth required — not gateway down. A missing pool collector degrades only the pool panel; session and gateway rows still render.

Discovery and configuration

Claude binary
  1. CLAUDE_BIN
  2. command -v claude
CLIProxyAPI base URL
  1. CLIPROXYAPI_BASE_URL
  2. fleet.cliproxy_base_url in $PREFS_PATH
  3. Claude settings ANTHROPIC_BASE_URL
  4. portable fallback http://127.0.0.1:8317

Client authentication uses CLIPROXY_API_KEY or CLIPROXYAPI_API_KEY. Values are used only as request headers and are never printed.

Server-side pool snapshot

Preferred options, in order:

  1. CLIPROXYAPI_POOL_COMMAND — executable path that prints the sanitized JSON schema below. Shell command strings are rejected.
  2. CLIPROXYAPI_SSH_HOST plus optional CLIPROXYAPI_SSH_USER, or the equivalent fleet.cliproxy_ssh_host / fleet.cliproxy_ssh_user preferences. This invokes bin/ops-fleet-pool-snapshot, which may sudo only the fixed remote executable ${CLIPROXYAPI_REMOTE_HELPER:-/usr/local/libexec/cliproxy-fleet-snapshot}.

The public plugin intentionally has no real host, IP, username, or account identity defaults.

Show full SKILL.md (198 more words)Show less

Invocation

Run and relay its output verbatim, stripping ANSI for a chat code block:

bash
${CLAUDE_PLUGIN_ROOT}/bin/ops-fleet $ARGUMENTS

Flags:

FlagBehavior
--once / --snapshotsingle render
--tui / --watch [secs]live alternate-screen TUI; q quits
--allinclude completed sessions when supported by Claude Code
--modelsexpand all effective model IDs
--no-pool / --no-remote / --no-ec2skip server-side pool collection
--legacy-accountsshow local rotator compatibility rows
--no-colorplain output

In a real terminal the command defaults to the TUI. Captured stdout defaults to one shot.

Output contract

Always render the dashboard first in a fenced code block. Then add one concise summary covering:

  • total sessions and any blocked/waiting sessions;
  • gateway reachability/auth/model count;
  • pool enabled/disabled/backup auth-record counts and configured routing strategy;
  • recent inference error rate, 429/5xx, and p95 latency;
  • any degraded data source.

End with one line noting that the live TUI is ${CLAUDE_PLUGIN_ROOT}/bin/ops-fleet --tui in a real terminal.

Read-only and safety guarantees

  • Never query /v0/management/usage-queue; it pops telemetry records.
  • Never require the remote Management API; lockouts or localhost-only management must not break fleet status.
  • Never print client or management keys.
  • Never return raw proxy logs or account identities.
  • Never treat local rotator state as the canonical remote pool.
  • Never report a missing optional collector as gateway failure.

© Lifecycle-Innovations-Limited, MIT. 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 claude-ops/skills/ops-fleet of Lifecycle-Innovations-Limited/claude-ops.

Open the folder on GitHubat commit 1aa0928

Compare with similar skills

Ops Fleet 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.

Ops Fleet compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ops Fleet this skillLifecycle-Innovations-Limited/claude-ops542—~1.1kAutomated safety check: NotesMIT
Iot Fleetruvnet/ruflo74k—~210Automated safety check: PassMIT
Knowledge Opsaffaan-m/ECC276k2 repos~1.7kAutomated safety check: PassMIT
Research Opsaffaan-m/ECC276k2 repos~902Automated safety check: PassMIT
Terminal Opsaffaan-m/ECC276k2 repos~750Automated safety check: PassMIT
Messages Opsaffaan-m/ECC276k1 repos~724Automated safety check: PassMIT

Similar skills

  • Iot Fleet

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    74k GitHub stars~210 tokensUpdated today
    Auto-check passed

  • Knowledge Ops

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    276k GitHub starsUsed in 2 repos~1.7k tokens
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  • Research Ops

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    276k GitHub starsUsed in 2 repos~750 tokens
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More from Lifecycle-Innovations-Limited/claude-ops

All 67 skills in this repo

  • Ops Dash

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    542 GitHub stars~4.7k tokensUpdated today
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  • Ops Gtm

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    542 GitHub stars~3.7k tokensUpdated today
    Auto-check: notes

  • Ops Marketing

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    OPS on-demand: This skill should be used when the user asks to "klaviyo", "ads spend", or…

    542 GitHub stars~3.5k tokensUpdated today
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  • Ops Socials

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    OPS on-demand: This skill should be used when the user asks to "tweet", "post to linkedin", or…

    542 GitHub stars~3.6k tokensUpdated today
    Auto-check: notes

  • Ops Yolo

    Lifecycle-Innovations-Limited/claude-ops

    OPS on-demand: This skill should be used when the user asks to "yolo mode", "run the business today"…

    542 GitHub stars~4k tokensUpdated today
    Auto-check: notes

  • Ops Monitor

    Lifecycle-Innovations-Limited/claude-ops

    OPS on-demand: This skill should be used when the user asks to "datadog", "APM alerts", or…

    542 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check: notes

Questions about Ops Fleet

What does Ops Fleet do?

OPS on-demand: This skill should be used when the user asks to "fleet dashboard", "CLIProxy sessions"…. Ops Fleet is an agent skill from Lifecycle-Innovations-Limited/claude-ops.

When should I use Ops Fleet?

Ops Fleet fits situations like: asks to fleet dashboard; CLIProxy sessions….

How do I install Ops Fleet in Claude Code?

Run `npx skills add Lifecycle-Innovations-Limited/claude-ops --skill ops-fleet -a claude-code`. Or copy the skill folder (claude-ops/skills/ops-fleet in Lifecycle-Innovations-Limited/claude-ops) into .claude/skills/ops-fleet in your project. Claude Code loads it when a task matches its description.

How do I install Ops Fleet in Codex?

Run `npx skills add Lifecycle-Innovations-Limited/claude-ops --skill ops-fleet -a codex`. Or copy the skill folder (claude-ops/skills/ops-fleet in Lifecycle-Innovations-Limited/claude-ops) into .agents/skills/ops-fleet in your project. Codex loads it when a task matches its description.

Can I use Ops Fleet 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 Lifecycle-Innovations-Limited/claude-ops --skill ops-fleet -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ops-fleet, .gemini/skills/ops-fleet, .github/skills/ops-fleet and .opencode/skills/ops-fleet in your project.

What does Ops Fleet need to run?

Going by SKILL.md and its folder, Ops Fleet needs the command-line tools its instructions call (claude) and credentials named CLIPROXY_API_KEY and CLIPROXYAPI_API_KEY. Our summary lists: A credential in CLIPROXY_API_KEY; A credential in CLIPROXYAPI_API_KEY. Its frontmatter pre-approves these tools: Bash, Read.

Does Ops Fleet 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 Ops Fleet safe to install?

Our automated static check of SKILL.md found notes only (runs commands with sudo; pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Ops Fleet use?

Ops Fleet 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 Ops Fleet use?

About 1.1k tokens (SKILL.md is roughly 4.6k 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 Ops Fleet?

Skills that share tags, products or a category with Ops Fleet: Iot Fleet (ruvnet/ruflo, 74k stars), Knowledge Ops (affaan-m/ECC, 276k stars), Research Ops (affaan-m/ECC, 276k stars) and Terminal Ops (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ops Fleet?

Lifecycle-Innovations-Limited (a GitHub organization) maintains it in Lifecycle-Innovations-Limited/claude-ops, which has 542 GitHub stars. The repository holds 67 skills in this directory. The repository was last updated on October 9, 2026.

Source: Lifecycle-Innovations-Limited/claude-ops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.