karvifi/foundation/continuous-learning

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Learn from every project — capture patterns, build knowledge base, improve frameworks

Install

npx vskill@latest install karvifi/foundation/continuous-learning

SKILL.md

The same SKILL.md was published earlier as karvifi/os/continuous-learning.

SKILL: Continuous Learning

Capture Learning

After each project, answer:

markdown
# Project Learning — [Project Name]
## What Worked Well (keep doing this)
1.[Practice]: [Specific benefit]
2.[Practice]: [Specific benefit]
3.[Practice]: [Specific benefit]
## What Didn't Work (avoid doing this)
1.[Practice]: [Problem it caused]
2.[Practice]: [Problem it caused]
## New Pattern Discovered
[Pattern]: [When to use it] | [How it works]
## Tools That Helped
-[Tool]: [Why useful] | [When to use]
## One Thing to Change Next Time
[Specific practice to change]: [How to change it]
## Metrics
-Actual timeline vs estimate: [comparison]
-Quality: [what percentage passed tests first try]
-Learning: [new things learned]

Knowledge Base

Add learnings to:

docs/PATTERNS.md
- [Pattern 1]: [When/How/Why]
- [Pattern 2]: [When/How/Why]
docs/PITFALLS.md
- [Pitfall 1]: [How to avoid]
- [Pitfall 2]: [How to avoid]
docs/TOOLS_REFERENCE.md
- [Tool]: [Use case] | [Setup time] | [Cost]

Quarterly Review

Every 3 months:

markdown
# Q1 2024 Learning Review
## Most useful pattern discovered
[Pattern]: [Used in N projects] | [Save X time]
## Biggest mistake
[Mistake]: [How to prevent]
## Framework improvements
-[Improvement 1]: [Impact]
-[Improvement 2]: [Impact]
## New tools to evaluate
-[Tool]: [For what task]
## Next quarter focus
-[Area to improve]

Quality checks

  • [ ] Learning captured after every project
  • [ ] Patterns documented with use cases
  • [ ] Pitfalls recorded to avoid repeating
  • [ ] Knowledge base updated quarterly
  • [ ] Metrics tracked (time, quality, learning)
  • [ ] Feedback loop: learn → improve → verify

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

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Source

Popularity

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Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
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