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RB-chrismandich
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learning-loop

Capture structured lessons into a centralized YAML knowledge base.

1|Updated Aug 16, 2025
Search Tags:#knowledge-management#knowledge-base#retrospectives#learning-loop#lessons-learned
One-click install
npx skills add https://github.com/RB-chrismandich/Manifest --skill learning-loop-rb-chrismandich
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: learning-loop
Source: https://github.com/RB-chrismandich/Manifest/tree/main/configs/claude/skills/learning-loop
Command: npx skills add https://github.com/RB-chrismandich/Manifest --skill learning-loop-rb-chrismandich

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Capture structured lessons learned after major tasks to build a reusable knowledge base that informs future work and accelerates onboarding.

Core Features & Use Cases

  • Persistent knowledge: stores entries in .claude/config/knowledge_base.yml and supports queries by language, tool, and category.
  • Structured data: captures fields like title, category, language, description, tags, source, and example.
  • Lifecycle: supports capture, query, list, and stats flows; updates last_referenced for relevance.

Quick Start

Capture a new learning entry describing the lesson learned from the latest task.

Frequently Asked Questions about learning-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I capture lessons learned after completing a major software task?▼

Capture structured lessons learned by executing a retrospective workflow that stores entries with title, category, language, description, tags, source, confidence, and example fields into a centralized YAML knowledge base for future reference.

What is the best way to build a reusable knowledge base from project retrospectives?▼

Building a reusable knowledge base involves storing structured retrospective entries in a centralized YAML file, enabling future software projects and research tasks to query past lessons by language, tool, or category to accelerate onboarding.

How do I query and filter past lessons learned by programming language or category?▼

Query past lessons learned using built-in list and query workflows that filter centralized knowledge base entries by language, tool, or category, while automatically updating the last_referenced field to maintain entry relevance.

Can I run structured retrospectives for both software development and research tasks?▼

Structured retrospectives support both software development and research tasks by capturing practical lessons learned into a centralized knowledge base, allowing cross-project query and statistical analysis of entries.

Does capturing lessons learned require external dependencies or separate database setup?▼

Capturing lessons learned requires no external dependencies or database setup, storing all structured entries locally within a YAML configuration file using safe validations for capture, query, list, and stats workflows.

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