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Semantic Log Clustering

Agent skill
1 skill

Group semantically similar log lines using embeddings despite differences in timestamps and variable fields, to collapse an incident's log volume. Use this skill whenever the user mentions log clustering, log deduplication, semantic grouping, log pattern, embedding, log volume reduction, variable field, or is working with Vector, pgvector, Loki, even if they never say \"semantic log clustering\" explicitly. Routes live lookups through the Log-Clustering-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Group semantically similar log lines using embeddings despite differences in timestamps and variable fields, to collapse an incident's log volume. Use this skill whenever the user mentions log clustering, log deduplication, semantic grouping, log pattern, embedding, log volume reduction, variable field, or is working with Vector, pgvector, Loki, even if they never say \"semantic log clustering\" explicitly. Routes live lookups through the Log-Clustering-API endpoint. Do not use it for unrelated application feature work or general coding questions.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: c36b90c711ffaf8f946e48b6d2ac0737203788da698f9946f8f6894495bfd4c3

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About this listing

Category
General
Reported license
Not specified
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Semantic Log Clustering | Agent Skills Atlas