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Learning Retrieval - Retrieve and rank relevant learnings based on task context.

Analyzes task context and retrieves, ranks, and presents relevant learnings from the knowledge base using context analysis and search strategies.

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Updated: 2026-09-24

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Analyze task context
  • Search learnings by context
  • Rank learnings by relevance
  • Present actionable learning context

Inputs

  • Task description
  • Working files
  • Requirements documents
  • Search parameters
  • Learning configuration

Outputs

  • Ranked learning Markdown report
  • Structured JSON search results

Requirements

  • Python runtime environment
  • Claude tools Read Grep Glob
  • Access to learnings directory

Source

  • Spec: SKILL.md

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learning-retrieval
context-analysis
knowledge-base
relevance-scoring
search-strategy
Analyze task context
Search learnings by context
Rank learnings by relevance
Present actionable learning context
Task description
Working files
Requirements documents
Ranked learning Markdown report
Structured JSON search results