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logql-generator

logql-generator is a skill for Claude Code from akin-ozer/cc-devops-skills. It costs 25 tokens per session (3,955 once invoked), scanned A, original, Apache-2.0.

A generator for LogQL queries and alert rules for Grafana Loki, a system that stores and searches application logs. LogQL is the language used to select, filter, parse, and measure those logs.

In plain words
What is it for?
Use it to build raw log searches, numeric metric queries, dashboard expressions, Loki alerts, and queries for investigating service problems.
Why use it?
It turns a troubleshooting, dashboard, or alerting requirement into a structured Loki query. It first gathers details such as the goal, log source, output type, and time range.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: names the AskUserQuestion tool; positional $N argument.

Part of the devops-skills-plugin plugin — 31 skills shipped together

not rated 332repo +2 3mo ago A scan Socket: passSnyk: warnSkillSpector: warn 25 tokens original Apache-2.0

Good fit Use it to build raw log searches, numeric metric queries, dashboard expressions, Loki alerts, and queries for investigating service problems.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/akin-ozer/cc-devops-skills/logql-generator
View source ↗ akin-ozer/cc-devops-skills
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 akin-ozer/cc-devops-skills --skill logql-generator
Clone the repo
git clone --depth 1 https://github.com/akin-ozer/cc-devops-skills

Made for: Claude Code.

Or install devops-skills-plugin, the plugin that ships this one along with the rest of its 31 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 logql-generator

README.md
[![agentmods](https://agentmods.dev/badge/skills/akin-ozer/cc-devops-skills/logql-generator/github.svg)](https://agentmods.dev/skills/akin-ozer/cc-devops-skills/logql-generator)
Your own site
<a href="https://agentmods.dev/skills/akin-ozer/cc-devops-skills/logql-generator"><img src="https://agentmods.dev/badge/skills/akin-ozer/cc-devops-skills/logql-generator/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 logql-generator

Your own site · 80×15
<a href="https://agentmods.dev/skills/akin-ozer/cc-devops-skills/logql-generator"><img src="https://agentmods.dev/badge/skills/akin-ozer/cc-devops-skills/logql-generator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,955 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
  • Socket pass 15 Sept 2026
  • Snyk warn 15 Sept 2026
  • 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 analysis-evasion · line 1
    Suspicious Unicode normalization or mixed-script content
    Fix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
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 $0.00025 $0.03955
Opus 5.5 $0.00010 $0.01582
Sonnet 5.5 $0.00005 $0.00791
Haiku 4.5 $0.00003 $0.00396

Measured 2mo ago against content hash 7f2c47a47624, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

logql-generator 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 2mo ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/run_regression_checks.sh, tests/test_loki_runtime_integration.py, tests/test_skill_contract.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.

devops-skills-plugin/skills/logql-generator/SKILL.md · 445 lines

How it starts

The opening of the file, as written. The whole thing — 445 lines — stays where its author put it; the contents beside it link to each section on GitHub.

LogQL Query Generator

Overview

Interactive workflow for generating production-ready LogQL queries. LogQL is Grafana Loki's query language with indexed label selection, line filtering, parsing, and metric aggregation.

Trigger Hints

  • "Write a LogQL query for error rate by service."
  • "Help me build a Loki alert query."
  • "Convert this troubleshooting requirement into LogQL."
  • "I need step-by-step LogQL query construction."

Use this skill for query generation, dashboard queries, alerting expressions, and troubleshooting with Loki logs.

Execution Flow (Deterministic)

Always run stages in order. Do not skip required stages.

Stage 1 (Required): Capture Intent

Use AskUserQuestion to collect goal and use case.

Template:

  • "What is your primary goal: debugging, alerting, dashboard metric, or investigation?"
  • "Do you need a log query (raw lines) or a metric query (numeric output)?"
  • "What time window should this cover (example: last 15m, 1h, 24h)?"

Fallback if AskUserQuestion is unavailable:

  • Ask the same questions in plain text and continue.

Stage 2 (Required): Capture Log Source Details

Collect:

  1. Labels for stream selectors (job, namespace, app, service_name, cluster)
  2. Log format (JSON, logfmt, plain text, mixed)
  3. Known fields to filter/aggregate (status, level, duration, path, trace_id)

Ambiguity and partial-answer handling:

  1. If a required field is missing, ask one focused follow-up question.
  2. If still missing, proceed with explicit assumptions.
  3. Prefix assumptions with Assumptions: in the output so the user can correct them quickly.

Stage 3 (Required): Discover Loki and Grafana Versions

Collect or infer:

  • Loki version (example: 2.9.x, 3.0+, unknown)
  • Grafana version (example: 10.x, 11.x, unknown)
  • Deployment context (self-hosted Loki, Grafana Cloud, unknown)

Version compatibility policy:

  1. If versions are known, use the newest compatible syntax only.
  2. If versions are unknown, use compatibility-first syntax and avoid 3.x-only features by default.
  3. For unknown versions, provide an optional "3.x optimized variant" separately.

Read the full file on GitHub · 445 lines

Files

What ships with it

5 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. 2mo ago First seen · 445 lines · 25 tokens per session scan A 7f2c47a47624

Subscribe to this mod's changes

logql-generator is a skill published in the GitHub repository akin-ozer/cc-devops-skills (332 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 25 tokens to every session and 3,955 once invoked, about $0.0001 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 metrics
Related

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