kc-learn

Capture and categorize development learnings into structured knowledge vaults.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/knowz-io/knowzcode --skill kc-learn
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: kc-learn
Source: https://github.com/knowz-io/knowzcode/tree/main/.gemini/skills/kc-learn
Command: npx skills add https://github.com/knowz-io/knowzcode --skill kc-learn

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the challenge of systematically capturing and organizing valuable learnings, decisions, patterns, and conventions encountered during development into a centralized knowledge base.

Core Features & Use Cases

  • Knowledge Capture: Records new insights, design decisions, recurring patterns, and established conventions.
  • Categorization: Automatically classifies captured knowledge into predefined categories like Pattern, Workaround, Decision, Convention, Security, Integration, Performance, and Completion.
  • Vault Routing: Directs captured knowledge to the appropriate vault (code, ecosystem, or finalizations) based on its category, ensuring organized storage.
  • MCP Integration: Seamlessly integrates with the MCP (presumably a knowledge management system) to create knowledge entries.
  • Offline Fallback: Appends pending captures to a local file (pending_captures.md) if MCP is unavailable, preventing data loss.

Quick Start

Use the kc-learn skill to capture the decision to use a specific caching strategy for performance improvements.

Frequently Asked Questions about kc-learn

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

FAQPage Schema
How do I capture development decisions and conventions into a structured knowledge base?▼

You can capture development decisions by categorizing them into predefined types like Pattern, Workaround, or Security, then routing them to specific vaults such as code or ecosystem for organized knowledge base storage.

How does vault routing work when organizing captured development patterns?▼

Vault routing automatically directs captured knowledge to the appropriate storage vault—code, ecosystem, or finalizations—based on its analyzed category, ensuring organized management of your development patterns and conventions.

Can I save knowledge entries to a local file if my MCP knowledge management system is unavailable?▼

Yes, if MCP is unavailable, the system falls back to appending pending captures to a local file named pending_captures.md, preventing data loss during offline periods.

What categories can I use to classify captured learnings and workarounds?▼

You can classify captured learnings and workarounds into predefined categories including Pattern, Workaround, Decision, Convention, Security, Integration, Performance, and Completion.

What's the best way to systematically organize recurring code patterns and design decisions?▼

The best way to organize recurring patterns is to capture them systematically, analyze their category, and route them to dedicated knowledge vaults for centralized management and future reference.

Do I need MCP integration to record new insights and established conventions?▼

No, you do not need MCP integration to record insights and conventions; the system seamlessly integrates with MCP for knowledge creation but supports local file storage as an offline fallback.