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librarian - Review and maintain the Forge library

Reviews and maintains the Forge library by detecting duplicates, stale items, quality issues, and orphan references, then producing structured recommendations.

Tags

Updated: 2026-10-07

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Audit library inventory
  • Detect duplicate items
  • Identify stale items
  • Recommend quality promotions
  • Detect orphan references
  • Check core skill overlap
  • Verify evidence currency
  • Produce review reports

Inputs

  • Library catalog
  • Usage log
  • Template role definitions
  • Research source index
  • Core skill definitions

Outputs

  • Inventory summary
  • Duplicate findings
  • Staleness findings
  • Promotion recommendations
  • Orphan reference findings
  • Core overlap findings
  • Evidence-currency findings
  • Structured review report

Requirements

  • Access to Forge library files
  • JSON and JSONL parsing support

Source

  • Spec: SKILL.md

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library curation
deduplication
staleness detection
quality promotion
orphan detection
evidence review
Audit library inventory
Detect duplicate items
Identify stale items
Recommend quality promotions
Library catalog
Usage log
Template role definitions
Inventory summary
Duplicate findings
Staleness findings