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sap-log-analyze

Analyze sap-dev JSONL logs to summarize per-skill activity and error patterns.

7|1|Updated May 11, 2026
Search Tags:#reporting#jsonl#log-analysis#kpi#error-class#sap-dev
One-click install
npx skills add https://github.com/sapdev-ai/sap-dev --skill sap-log-analyze
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sap-log-analyze
Source: https://github.com/sapdev-ai/sap-dev/tree/main/plugins/sap-dev-core/skills/sap-log-analyze
Command: npx skills add https://github.com/sapdev-ai/sap-dev --skill sap-log-analyze

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Sap-dev teams generate JSONL logs that are large and hard to interpret manually. This skill provides automated summarization of per-skill activity, success/failure rates, duration statistics, error_class trends, and recent failures to accelerate diagnosis and improvement.

Core Features & Use Cases

  • Resolve log_dir from sap-dev-core/settings.json and locate the configured logs for the workspace.
  • Parse JSONL log lines, aggregate per-skill metrics (runs, statuses, durations, error_class), and filter by optional criteria.
  • Produce a four-section stdout report: Overall, Per-skill summary, Top error_class, and Recent FAILED runs, with optional builds-mode KPI reconstruction via --builds.
  • Supports --since, --skill, --status, --top, and --csv to tailor and export results.

Quick Start

Run the sap-log-analyze skill against the local sap-dev logs to generate a per-skill activity report and error insights.

Frequently Asked Questions about sap-log-analyze

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize SAP development JSONL logs to see per-skill success rates?▼

To summarize SAP development JSONL logs, you can run a log analysis tool that parses per-skill activity and calculates success rates. This skill reads log_dir from settings.json and outputs a report detailing overall metrics and per-skill summaries.

What is the best way to identify top error class trends in sap-dev logs?▼

Identifying top error class trends in sap-dev logs involves aggregating JSONL entries to group and count error_class occurrences. This skill automatically generates a top error_class section alongside recent failed runs for quick diagnosis.

How do I filter sap-dev log analysis results by date, skill, or status?▼

You can filter sap-dev log analysis results by using command-line flags like --since for dates, --skill for specific names, and --status for outcomes. These optional filters tailor the aggregated report to your specific diagnostic needs.

Does this log analysis tool require any external dependencies to run?▼

No, this log analysis tool does not require external dependencies to run. It safely parses local JSONL files resolved from sap-dev-core/settings.json without needing additional libraries or complex environment setups.

Can I export sap-dev log summaries and KPIs to a CSV file?▼

Yes, you can export sap-dev log summaries and KPIs to a CSV file. By using the --csv flag, the skill outputs the tailored results, and the --builds flag reconstructs KPIs for further reporting and analysis.

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