ahmed3elshaer/everything-claude-code-mobile/continuous-learning-v2

Claude Code and agent skill by ahmed3elshaer/everything-claude-code-mobile

Trust tier 2
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LLM review pending
Source check pending

Checking that the SKILL.md file is still in the repository.

Instinct-based learning system with confidence scoring for mobile patterns. Automatically extracts and evolves patterns.

Install

npx vskill@latest install ahmed3elshaer/everything-claude-code-mobile/continuous-learning-v2

SKILL.md

Continuous Learning v2

Instinct-based learning with confidence scoring.

Instinct Structure

json
{
  "id": "compose-state-hoisting",
  "type": "pattern",
  "description": "Always hoist state to caller in Composables",
  "confidence": 0.85,
  "examples": [...],
  "context": "jetpack-compose",
  "lastUsed": "2026-02-02"
}

Confidence Scoring

ScoreMeaning
0.0-0.3Experimental
0.3-0.6Validated
0.6-0.8Established
0.8-1.0Best practice

Confidence increases with:

  • Successful application
  • User acceptance
  • Consistency across sessions

Commands

bash
/instinct-status        # View with confidence
/instinct-import <file> # Import from others
/instinct-export        # Export for sharing
/evolve                 # Cluster related instincts

Mobile-Specific Instincts

Pre-configured patterns for:

  • Compose recomposition optimization
  • MVI state management
  • Koin module organization
  • Ktor error handling
  • Espresso test patterns

Remember: Instincts evolve. Low confidence patterns may become best practices.

Security

  • Security scanPassed, 100 of 100Pattern checks on the skill's files.
  • Model reviewNot runA model review is scheduled for the next rescan.

See the full security report

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

See evaluation results

Source

Popularity

Repository stars
46
Repository forks
8
7-day trend score
19

Stars and forks are for the whole GitHub repository, not this skill alone. Refreshed 14 May 2026, 5 months ago.

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