automation-pilot-debugger

automation-pilot-debugger is a skill for Claude Code, Codex from SAP/automation-pilot-agent-skills. It costs 47 tokens per session (1,775 once invoked), scanned A, original, Apache-2.0.

A troubleshooting guide for SAP Automation Pilot, a service that runs automated executions.

In plain words
What is it for?
Investigating failed executions, checking recent success and failure summaries, and matching errors to suggested fixes.
Why use it?
It helps identify why executions failed by checking their status, logs, and recurring error patterns.

Skill for Claude CodeCodex ✓ vendor

Written for no agent in particular: nothing here depends on one.

Good fit Investigating failed executions, checking recent success and failure summaries, and matching errors to suggested fixes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/sap/automation-pilot-agent-skills/automation-pilot-debugger
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 · 13 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-debugger
Clone the repo
git clone --depth 1 https://github.com/SAP/automation-pilot-agent-skills

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 automation-pilot-debugger

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-debugger"><img src="https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-debugger.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,775 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 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 16
    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 $0.00047 $0.01775
Opus 5.5 $0.00019 $0.00710
Sonnet 5.5 $0.00009 $0.00355
Haiku 4.5 $0.00005 $0.00178

Measured 2mo ago against content hash d9ad77fc8033, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

automation-pilot-debugger 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 2mo 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" \
skills/automation-pilot-debugger/SKILL.md · 217 lines

How it starts

The opening of the file, as written. The whole thing — 217 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SAP Automation Pilot Debugging & Troubleshooting

Debug failed Executions, check recent execution health, and investigate error patterns. Use this skill when things go wrong — not for normal operations.

Quick Diagnostics

Check Recent Executions Summary

# Last 10 executions summary
curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/executions?limit=10"

# Last 5 failed executions
curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/executions?status=FAILED&limit=5"

# Last 5 successful executions
curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/executions?status=FINISHED&limit=5"

Investigate a Specific Execution

EXEC_ID="your-execution-id"

curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/executions/$EXEC_ID"

curl -s -u "$AUTOPI_USERNAME:$AUTOPI_PASSWORD" \
  "https://$AUTOPI_HOSTNAME/api/v1/executions/$EXEC_ID/logs"

Error Pattern Reference

"Parameter 'X' is required but not provided"

Error: API returns 400 with message like "Parameter 'smtpHost' is required but not provided" even when the parameter IS provided in the JSON payload.

Root Cause: Known issue (possibly canary environment specific or permission-related) where the execution API fails to recognize required input parameters passed at trigger time.

Workaround:

  1. Avoid required input parameters - make all inputs optional with default values, OR
  2. Hardcode values in command definition - put the values directly in the executor input mappings instead of using $(.execution.input.paramName)
  3. Commands with NO required inputs (empty inputKeys: {} or all required: false) work correctly

Example - Before (fails):

"inputKeys": {
  "smtpHost": { "type": "string", "required": true }
},
"executors": [{
  "input": { "host": "$(.execution.input.smtpHost)" }
}]

Example - After (works):

"inputKeys": {},
"executors": [{
  "input": { "host": "mail.example.com" }
}]

Read the full file on GitHub · 217 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. 2mo ago First seen · 217 lines · 47 tokens per session scan A d9ad77fc8033

Subscribe to this mod's changes

automation-pilot-debugger is a skill published in the GitHub repository SAP/automation-pilot-agent-skills (13 stars, last pushed 2d ago), licensed Apache-2.0. It adds 47 tokens to every session and 1,775 once invoked, about $0.0002 per session on Opus 5.5. 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.

Related

Other skills, from other repositories

systematic-debugging

Use when debugging a failing test, build error, or runtime issue that isn't immediately obvious. Guides a 4-phase root cause analysis instead of random fix attempts.

open-metadata/OpenMetadata · 37 tokens

log-error-digest

Analyze log files to troubleshoot errors, identify peak error periods, and produce error clustering, frequency statistics, and time distribution reports. Supports JSON, syslog, and Nginx formats with automatic detection. Use when a user uploads a .log file and asks to analyze errors, find patterns, debug issues, or…

zebbern/claude-code-guide · 71 tokens

cwv-optimizer

Diagnose and fix Core Web Vitals issues on AEM Edge Delivery Services pages. Goes deeper than generic CWV advice by understanding EDS-specific performance patterns including the 100KB LCP budget, E-L-D loading phases, block rendering behavior, and third-party script impact. Produces specific fixes for LCP, CLS, and…

adobe/skills · 112 tokens

incident-response-incident-response

Coordinate production incident triage, mitigation, investigation, recovery, and follow-up. Use when responding to outages or other incidents that require structured operational coordination.

rmyndharis/antigravity-skills · 36 tokens

ci-fixer

CI failures - read error, minimal fix, verify.

sipyourdrink-ltd/bernstein · 15 tokens

diagnosing-missing-recordings

Diagnoses why a session recording is missing or was not captured. Use when a user asks why a session has no replay, why recordings aren't appearing, or wants to troubleshoot session replay capture issues for a specific session ID or across their project. Covers SDK diagnostic signals, project settings, sampling…

PostHog/posthog · 76 tokens