automation-pilot-command-review

automation-pilot-command-review is a skill for Claude Code from SAP/automation-pilot-agent-skills. It costs 53 tokens per session (3,452 once invoked), scanned A, original, Apache-2.0.

A review guide for SAP Automation Pilot command and catalog JSON files. It checks their structure, names, security requirements, and required patterns.

In plain words
What is it for?
Use it to review .command.json, .input.json, and .catalog.json files for structural, naming, security, and quality issues.
Why use it?
It helps catch configuration and security problems before commands are used in production. It also prevents invalid comments or unnecessary review suggestions in JSON files.

Skill for Claude Code ✓ vendor

Written for Claude Code: installed under .claude/.

Good fit Use it to review .command.json, .input.json, and .catalog.json files for structural, naming, security, and quality issues.

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Install with agentmods
npx agentmods add skills/sap/automation-pilot-agent-skills/automation-pilot-command-review
About the project

SAP Automation Pilot is an automation engine for SAP Business Technology Platform in which Commands define operational workflows. SAP teams use it to generate, review, deploy, run, monitor, and troubleshoot these automations. The catalogue skills provide an AI-assisted workflow for developing and operating SAP Automation Pilot Commands.

SAP/automation-pilot-agent-skills · 11 stars · on GitHub

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 SAP/automation-pilot-agent-skills --skill automation-pilot-command-review
Clone the repo
git clone --depth 1 https://github.com/SAP/automation-pilot-agent-skills

Made for: Claude Code.

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 automation-pilot-command-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-command-review/github.svg)](https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-command-review)
Your own site
<a href="https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-command-review"><img src="https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-command-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for automation-pilot-command-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-command-review"><img src="https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-command-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,452 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Data Exfiltration · line 274
    Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
    Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
How audits are shown
Origin original 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 $0.00053 $0.03452
Opus 5 $0.00026 $0.01726
Sonnet 5 $0.00011 $0.00690
Haiku 4.5 $0.00005 $0.00345

Measured 11d ago against content hash fbaa8e7f67a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

automation-pilot-command-review 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 11d ago.

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.

.claude/skills/automation-pilot-command-review/SKILL.md · 407 lines

How it starts

The opening of the file, as written. The whole thing — 407 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Code Review

Validate production commands meet structural, security, and quality standards.

AI Assistant Guidelines

⚠️ CRITICAL - When reviewing as an AI assistant:

  • DO NOT suggest or make any changes to expressions, response body transformers, or execution properties unless there is a clear error
  • Review comments should be added ONLY when there is a concern, warning, or an issue. When something is fine, do not add comments or suggest changes
  • Never write code comments in the properties fields of the commands
  • Do not add newline at end of a file - files should end without trailing newline
  • Flag violations immediately - critical issues (file structure, security, naming) must be caught

⚠️ JSON FILES DO NOT SUPPORT COMMENTS:

  • NEVER suggest adding // or /* */ comments - JSON syntax doesn't allow comments
  • NEVER suggest documenting status codes inline - this would break the JSON
  • Standard retry status codes are well-known - do not ask to document them:
    • -1 = Network/connection failure (standard in this codebase)
    • 408 = Request Timeout
    • 429 = Too Many Requests
    • 500, 502, 503, 504 = Server errors
  • If documentation is needed, it belongs in SKILL.md files, not in JSON

WRONG - Never suggest this:

// Consider defining these in a comment
"expression": "$([408, 429, -1] | filter(...))"

CORRECT - This pattern is standard and needs no comment:

"expression": "$([408, 429, 500, 502, 503, 504, -1] | filter(. == $.<httpExecutorAlias>.output.status) | length)"

Standard patterns that should NOT be flagged:

  • semantic: "AND" / semantic: "OR" conditions - these are clear, not "confusing"
  • $({...} | toObject) for building JSON objects - this IS the cleanest approach
  • Empty body checks combined with error message checks - valid error handling
  • NO trailing newlines in JSON files - this is our convention (contrary to POSIX)

Critical File Structure Rules

Read the full file on GitHub · 407 lines

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. 11d ago First seen · 407 lines · 53 tokens per session scan A fbaa8e7f67a6

Subscribe to this mod's changes

automation-pilot-command-review is a skill published in the GitHub repository SAP/automation-pilot-agent-skills (11 stars, last pushed 8d ago), licensed Apache-2.0. It adds 53 tokens to every session and 3,452 once invoked, about $0.0003 per session on Opus 5. 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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