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cloud-logging

cloud-logging is a skill for Claude Code from gemini-cli-extensions/sre. It costs 42 tokens per session (481 once invoked), scanned A, original, Apache-2.0.

A guide for analyzing Google Cloud Logging and Error Reporting data. Logs are records of events in cloud systems, while Error Reporting groups and summarizes application errors.

In plain words
What is it for?
Use it to focus on serious errors, limit logs to an incident's time window, extract selected fields, or convert JSON logs into Apache-style logs.
Why use it?
It helps investigate system health without loading huge raw log files into the coding agent's working context.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the sre-extension plugin — 16 skills shipped together

not rated 84repo 7d ago A scan SkillSpector: pass 42 tokens original Apache-2.0

Good fit Use it to focus on serious errors, limit logs to an incident's time window, extract selected fields, or convert JSON logs into Apache-style logs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gemini-cli-extensions/sre/cloud-logging
View source ↗ gemini-cli-extensions/sre
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 gemini-cli-extensions/sre --skill cloud-logging
Clone the repo
git clone --depth 1 https://github.com/gemini-cli-extensions/sre

Made for: Claude Code.

Or install sre-extension, the plugin that ships this one along with the rest of its 16 skills.

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 cloud-logging

README.md
[![agentmods](https://agentmods.dev/badge/skills/gemini-cli-extensions/sre/cloud-logging/github.svg)](https://agentmods.dev/skills/gemini-cli-extensions/sre/cloud-logging)
Your own site
<a href="https://agentmods.dev/skills/gemini-cli-extensions/sre/cloud-logging"><img src="https://agentmods.dev/badge/skills/gemini-cli-extensions/sre/cloud-logging/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 cloud-logging

Your own site · 80×15
<a href="https://agentmods.dev/skills/gemini-cli-extensions/sre/cloud-logging"><img src="https://agentmods.dev/badge/skills/gemini-cli-extensions/sre/cloud-logging.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 481 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 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 $0.00042 $0.00481
Opus 5.5 $0.00017 $0.00192
Sonnet 5.5 $0.00008 $0.00096
Haiku 4.5 $0.00004 $0.00048

Measured 1mo ago against content hash 43d6268ce40a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cloud-logging 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 1mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/cloudlogging2apachelogs_test.py, scripts/cloudlogging2apachelogs.py), 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/cloud-logging/SKILL.md · 51 lines

What it actually says

Cloud Logging

This skill provides utilities for analyzing logs, errors, and system health across Google Cloud deployments.

  • Prioritize Logs with severity >= "ERROR" as they tend to be less verbose.
  • Constrain logs around the time of investigation (possibly going back a few hours/days to find smoking guns).

Logs DOs and DONT's

Ingesting Logs into an LMM memory can easily saturate your context.

  • [BAD] DO NOT ingest big files. Antipattern: ReadFile path/to/access_logs_raw.json.
    • It's ok to get raw logs, but also use jq or scripts to read them without polluting your context window.
    • [GOOD] Use simple maniuplation like: jq -r '.[] | .httpRequest.status' to get a list of statuses.
    • [GOOD] Reduce size with scripts such as scripts/cloudlogging2apachelogs.py <big_logfile.json> (provided in the skill)
  • [BAD] Do not call long-running calls without precautions, eg gcloud logging read
    • [GOOD] Rather prepend some reasonable timeout 60 gcloud logging read ..., or
    • [BEST] Use the run_shell_command tool with is_background: true and poll the results being dumped to file periodically.

Bundled Scripts

cloudlogging2apachelogs.py

Converts GCP Cloud Logging JSON exports into a format loosely resembling Apache Combined Log format. This is much more token-efficient for the LLM.

Usage:

python3 scripts/cloudlogging2apachelogs.py path/to/logs.json

Testing: You can verify the script works by running its test:

python3 scripts/cloudlogging2apachelogs_test.py

Bundled Assets

  • assets/sample_logs.json: A small sample of GCP Cloud Logging JSON for testing conversion scripts.
Files

What ships with it

4 files 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. 1mo ago First seen · 51 lines · 42 tokens per session scan A 43d6268ce40a

Subscribe to this mod's changes

cloud-logging is a skill published in the GitHub repository gemini-cli-extensions/sre (84 stars, last pushed 7d ago), licensed Apache-2.0. It adds 42 tokens to every session and 481 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.

Analytics and metricsCloudDevOps and cloud
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