operate

operate is a skill for Claude Code, Codex from zapgun-ai/clawback. It costs 0 tokens per session (748 once invoked), scanned A, original, no licence file.

A monitoring skill for an already detached clawback proxy, reporting important log events and proxy failure.

In plain words
What is it for?
Use it to watch for errors, warnings, HTTP 4xx or 5xx responses, crashes, rebinds, runtime-mode changes, and the proxy process going down.
Why use it?
It prevents a quiet log stream from hiding errors or a stopped proxy process.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to watch for errors, warnings, HTTP 4xx or 5xx responses, crashes, rebinds, runtime-mode changes, and the proxy process going down.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zapgun-ai/clawback/operate
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add zapgun-ai/clawback --skill operate
Clone the repo
git clone --depth 1 https://github.com/zapgun-ai/clawback

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for operate

README.md
[![agentmods](https://agentmods.dev/badge/skills/zapgun-ai/clawback/operate.svg)](https://agentmods.dev/skills/zapgun-ai/clawback/operate)
Your own site
<a href="https://agentmods.dev/skills/zapgun-ai/clawback/operate"><img src="https://agentmods.dev/badge/skills/zapgun-ai/clawback/operate.svg" alt="Measured on agentmods" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 748 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00000 $0.00748
Opus 5 $0.00000 $0.00374
Sonnet 5 $0.00000 $0.00150
Haiku 4.5 $0.00000 $0.00075

Measured 8d ago against content hash 87f6942485cb, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

operate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/operator_watch.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.skills/operate/SKILL.md · 56 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 56 lines · 0 tokens per session scan A 87f6942485cb

Subscribe to this mod's changes

operate is a skill published in the GitHub repository zapgun-ai/clawback (5 stars, last pushed 2mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 748 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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