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SkillHub ClubResearch & OpsFull StackData / AI

artifact-query

Searches a project's artifact index (handoffs, plans, ledgers) using SQLite FTS5 and BM25 ranking to find relevant historical context before starting new work. It helps avoid past mistakes and reuse successful patterns, integrating with planning workflows.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
141
Hot score
96
Updated
March 20, 2026
Overall rating
A7.5
Composite score
5.9
Best-practice grade
B77.6

Install command

npx @skill-hub/cli install lerianstudio-ring-artifact-query
knowledge-basehistorical-searchbm25sqlite-fts5rag

Repository

LerianStudio/ring

Skill path: default/skills/artifact-query

Searches a project's artifact index (handoffs, plans, ledgers) using SQLite FTS5 and BM25 ranking to find relevant historical context before starting new work. It helps avoid past mistakes and reuse successful patterns, integrating with planning workflows.

Open repository

Best for

Primary workflow: Research & Ops.

Technical facets: Full Stack, Data / AI.

Target audience: Productivity teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: LerianStudio.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install artifact-query into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/LerianStudio/ring before adding artifact-query to shared team environments
  • Use artifact-query for productivity workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

artifact-query | SkillHub