automation-pilot-command-generation

automation-pilot-command-generation is a skill for Claude Code from SAP/automation-pilot-agent-skills. It costs 53 tokens per session (3,664 once invoked), scanned A, original, Apache-2.0.

A development guide for creating SAP Automation Pilot commands, which automate operations on SAP BTP, SAP's cloud platform. It covers single actions, multi-step workflows, expressions, and data transformations.

In plain words
What is it for?
Use it to create atomic or composite commands, combine executors, process data with jq, and build workflows using Bash, Python, Node.js, or PowerShell.
Why use it?
It provides patterns for building commands from existing components instead of designing every operation from scratch. New commands remain in draft status until they are tested and explicitly released.

Skill for Claude Code ✓ vendor

Written for Claude Code: installed under .claude/.

Good fit Use it to create atomic or composite commands, combine executors, process data with jq, and build workflows using Bash, Python, Node.js, or PowerShell.

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Install with agentmods
npx agentmods add skills/sap/automation-pilot-agent-skills/automation-pilot-command-generation
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-generation
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-generation

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-command-generation"><img src="https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-command-generation.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 3,664 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
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 $0.03664
Opus 5 $0.00026 $0.01832
Sonnet 5 $0.00011 $0.00733
Haiku 4.5 $0.00005 $0.00366

Measured 12d ago against content hash ceeff84d1dd5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

automation-pilot-command-generation scanned grade A with 1 finding 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 12d 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
.claude/skills/automation-pilot-command-generation/SKILL.md · 479 lines

How it starts

The opening of the file, as written. The whole thing — 479 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SAP Automation Pilot Command Development

This skill provides guidance for creating SAP Automation Pilot commands by composing existing reference commands from the content library.

Command Release Policy

Deployed commands start in DRAFT state. Do not release automatically — only release when:

  1. The command has been tested and works correctly
  2. The user explicitly requests release

Draft state allows safe iteration without affecting production.

Overview

SAP Automation Pilot commands are JSON definitions that automate operations on SAP BTP. Commands can be:

  • Atomic: Execute a single operation (e.g., HttpRequest, SendEmail)
  • Composite: Orchestrate multiple steps using executors

Reference Materials

  • examples/ — Pattern examples (HTTP, ForEach, polling workflows)
  • references/patterns.md — Common implementation patterns
  • references/expressions.md — Expression language reference

Discovering Available Executors

Use the catalog-explorer skill to discover available executors via API:

# List available catalogs
curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/catalogs?own=false"

# Find commands in a catalog
curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/commands?catalog=applm-sapcp"

# Get full command definition (inputs, outputs, executors)
curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/commands/applm-sapcp:RestartCfApp:1"

This ensures you always use valid executor names and correct parameters, even for newly added catalogs.

Dry Run

dryRun is always present on every executor. Set it to null unless you have a specific reason to provide mock output.

"dryRun": null

The dryRun: {output: {...}} form (with mock values) is only needed if a downstream executor references this executor's output AND you want dry-run mode to propagate realistic values through the chain. In practice, null is the standard.

Read the full file on GitHub · 479 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. 12d ago First seen · 479 lines · 53 tokens per session scan A ceeff84d1dd5

Subscribe to this mod's changes

automation-pilot-command-generation 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 3,664 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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