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Cloud Challenges

cloud-challenges

Flow Nexus coding challenges and gamification. Use for browsing challenges, submitting solutions, tracking achievements, and competing on leaderboards.

SKILL.md

Full skill instructions

Cloud Challenges

Engage with coding challenges, earn credits, track achievements, and compete on leaderboards in Flow Nexus.

Quick Start

// Browse available challenges
const challenges = await mcp__flow-nexus__challenges_list({
  difficulty: "intermediate",
  category: "algorithms",
  status: "active"
});

// Get challenge details
const challenge = await mcp__flow-nexus__challenge_get({
  challenge_id: "challenge_id"
});

// Submit solution
await mcp__flow-nexus__challenge_submit({
  challenge_id: "challenge_id",
  user_id: "user_id",
  solution_code: "function solve(input) { return input.sort(); }",
  language: "javascript"
});

// Check leaderboard
const leaderboard = await mcp__flow-nexus__leaderboard_get({
  type: "global",
  limit: 10
});

When to Use

  • Finding coding challenges to improve skills
  • Submitting solutions for validation and scoring
  • Tracking personal achievements and badges
  • Competing on global and challenge-specific leaderboards
  • Earning rUv credits through challenge completion
  • Following learning paths for skill development

Prerequisites

  • Flow Nexus account with active session
  • Basic programming knowledge
  • Sandbox access for testing solutions

Core Concepts

Difficulty Levels

LevelDescriptionCredits
BeginnerBasic concepts, simple algorithms10-50
IntermediateData structures, moderate complexity50-100
AdvancedComplex algorithms, optimization100-250
ExpertSystem design, cutting-edge problems250-500

Challenge Categories

CategoryFocus
AlgorithmsClassic algorithm problems
Data StructuresImplementation and optimization
System DesignScalable architecture
OptimizationPerformance-focused problems
SecurityCryptography, vulnerability analysis
ML BasicsMachine learning fundamentals

Gamification Features

  • Dynamic Scoring: Based on code quality, efficiency, creativity
  • Achievement Badges: Progressive unlocks for accomplishments
  • Learning Streaks: Rewards for consistent engagement
  • Leaderboards: Global, weekly, monthly, per-challenge

MCP Tools Reference

Challenge Discovery

// List challenges
mcp__flow-nexus__challenges_list({
  difficulty: "intermediate",  // beginner, intermediate, advanced, expert
  category: "algorithms",      // algorithms, data_structures, system_design, etc.
  status: "active",            // active, completed, locked
  limit: 20                    // Max results (1-100)
})
// Returns: { challenges: [{ id, title, difficulty, category, credits }] }

// Get challenge details
mcp__flow-nexus__challenge_get({
  challenge_id: "challenge_id"
})
// Returns: { id, title, description, examples, constraints, credits, time_limit }

Solution Submission

mcp__flow-nexus__challenge_submit({
  challenge_id: "challenge_id",
  user_id: "user_id",
  solution_code: "function solve(input) { /​* solution */ }",
  language: "javascript",       // javascript, python, go, rust, etc.
  execution_time: 45            // Optional: time taken in ms
})
// Returns: { passed, score, test_results, credits_earned, feedback }

Challenge Completion

mcp__flow-nexus__app_store_complete_challenge({
  challenge_id: "challenge_id",
  user_id: "user_id",
  submission_data: {
    solution_code: "...",
    time_taken: 120,
    attempts: 2
  }
})
// Returns: { completed, credits_awarded, achievements_unlocked }

Achievements

mcp__flow-nexus__achievements_list({
  user_id: "user_id",
  category: "speed_demon"       // Optional category filter
})
// Returns: { achievements: [{ id, name, description, earned_at }] }

Leaderboards

mcp__flow-nexus__leaderboard_get({
  type: "global",              // global, weekly, monthly, challenge
  challenge_id: "id",          // Required for type="challenge"
  limit: 10                    // Max entries (1-100)
})
// Returns: { rankings: [{ rank, user, score, challenges_completed }] }

Earning Credits

mcp__flow-nexus__app_store_earn_ruv({
  user_id: "user_id",
  amount: 100,
  reason: "Challenge completion: Binary Search Tree",
  source: "challenge"
})
// Returns: { new_balance, credits_earned }

Usage Examples

Example 1: Finding and Solving a Challenge

// Browse available challenges for your skill level
const challenges = await mcp__flow-nexus__challenges_list({
  difficulty: "intermediate",
  category: "algorithms",
  status: "active",
  limit: 10
});

console.log("Available Challenges:");
for (const c of challenges.challenges) {
  console.log(`- ${c.title} (${c.difficulty}): ${c.credits} credits`);
}

// Get details for a specific challenge
const challenge = await mcp__flow-nexus__challenge_get({
  challenge_id: challenges.challenges[0].id
});

console.log(`
Challenge: ${challenge.title}
--------------------------
${challenge.description}

Examples:
${challenge.examples.map(e => `Input: ${e.input} → Output: ${e.output}`).join('\n')}

Constraints:
${challenge.constraints.join('\n')}

Time Limit: ${challenge.time_limit}ms
Credits: ${challenge.credits}
`);

// Test solution in sandbox first (recommended)
const sandbox = await mcp__flow-nexus__sandbox_create({
  template: "node"
});

const testResult = await mcp__flow-nexus__sandbox_execute({
  sandbox_id: sandbox.sandbox_id,
  code: `
    function solve(input) {
      // Your solution here
      return input.sort((a, b) => a - b);
    }
    console.log(solve([3, 1, 4, 1, 5, 9]));
  `,
  language: "javascript"
});

// Submit solution
const submission = await mcp__flow-nexus__challenge_submit({
  challenge_id: challenge.id,
  user_id: "your_user_id",
  solution_code: "function solve(input) { return input.sort((a, b) => a - b); }",
  language: "javascript"
});

if (submission.passed) {
  console.log(`\nChallenge Passed! Score: ${submission.score}`);
  console.log(`Credits Earned: ${submission.credits_earned}`);
} else {
  console.log("\nSome tests failed:");
  for (const result of submission.test_results) {
    if (!result.passed) {
      console.log(`- Test ${result.id}: ${result.feedback}`);
    }
  }
}

Example 2: Tracking Progress and Achievements

// Get your achievements
const achievements = await mcp__flow-nexus__achievements_list({
  user_id: "your_user_id"
});

console.log("Your Achievements:");
for (const a of achievements.achievements) {
  console.log(`🏆 ${a.name} - ${a.description}`);
  console.log(`   Earned: ${a.earned_at}`);
}

// Achievement categories
const categories = ["speed_demon", "problem_solver", "streak_master", "explorer"];

for (const category of categories) {
  const catAchievements = await mcp__flow-nexus__achievements_list({
    user_id: "your_user_id",
    category: category
  });

  console.log(`\n${category.replace('_', ' ').toUpperCase()}:`);
  console.log(`- Earned: ${catAchievements.achievements.length} achievements`);
}

Example 3: Competing on Leaderboards

// Global leaderboard
const globalBoard = await mcp__flow-nexus__leaderboard_get({
  type: "global",
  limit: 10
});

console.log("🌍 Global Leaderboard:");
for (const entry of globalBoard.rankings) {
  console.log(`#${entry.rank} ${entry.user} - ${entry.score} pts (${entry.challenges_completed} challenges)`);
}

// Weekly leaderboard
const weeklyBoard = await mcp__flow-nexus__leaderboard_get({
  type: "weekly",
  limit: 10
});

console.log("\n📅 This Week's Top Performers:");
for (const entry of weeklyBoard.rankings) {
  console.log(`#${entry.rank} ${entry.user} - ${entry.score} pts`);
}

// Challenge-specific leaderboard
const challengeBoard = await mcp__flow-nexus__leaderboard_get({
  type: "challenge",
  challenge_id: "specific_challenge_id",
  limit: 10
});

console.log("\n🎯 Challenge Leaderboard:");
for (const entry of challengeBoard.rankings) {
  console.log(`#${entry.rank} ${entry.user} - ${entry.score} pts (${entry.execution_time}ms)`);
}

Example 4: Learning Path Progression

// Start with beginner challenges
const beginnerChallenges = await mcp__flow-nexus__challenges_list({
  difficulty: "beginner",
  category: "algorithms"
});

console.log("📚 Learning Path: Algorithms");
console.log("Step 1: Beginner Challenges");

let completedCount = 0;
for (const challenge of beginnerChallenges.challenges.slice(0, 5)) {
  console.log(`- ${challenge.title} (${challenge.credits} credits)`);
}

// Progress to intermediate after completing beginner
if (completedCount >= 5) {
  const intermediateChallenges = await mcp__flow-nexus__challenges_list({
    difficulty: "intermediate",
    category: "algorithms"
  });

  console.log("\n🎯 Step 2: Intermediate Challenges Unlocked!");
  for (const challenge of intermediateChallenges.challenges.slice(0, 5)) {
    console.log(`- ${challenge.title} (${challenge.credits} credits)`);
  }
}

Execution Checklist

  • Browse challenges matching your skill level
  • Read challenge description and constraints carefully
  • Test solution in sandbox before submitting
  • Submit solution for validation
  • Review feedback if tests fail
  • Collect credits on successful completion
  • Check for unlocked achievements
  • Review leaderboard position

Best Practices

  1. Start at Your Level: Begin with beginner challenges, progress gradually
  2. Understand First: Read problem statement completely before coding
  3. Test Locally: Use sandbox to test before submitting
  4. Optimize After: Get it working first, then optimize
  5. Learn from Failures: Use feedback to improve solutions
  6. Maintain Streaks: Consistent daily practice builds skills

Scoring Criteria

CriterionWeightDescription
Correctness50%All test cases pass
Efficiency25%Time and space complexity
Code Quality15%Clean, readable code
Creativity10%Novel approaches

Error Handling

ErrorCauseSolution
challenge_not_foundInvalid challenge_idUse challenges_list to find valid IDs
submission_failedRuntime error or timeoutCheck code syntax and efficiency
time_limit_exceededSolution too slowOptimize algorithm complexity
wrong_answerIncorrect outputReview logic and edge cases
compilation_errorInvalid syntaxFix syntax errors

Metrics & Success Criteria

  • Completion Rate: Target >70% first-attempt success
  • Average Score: Target >80/​100 on solved challenges
  • Streak Days: Maintain 7+ day streaks
  • Rank Progress: Improve leaderboard position weekly

Integration Points

With Sandboxes

// Test solution in isolated environment
const sandbox = await mcp__flow-nexus__sandbox_create({
  template: "node"
});

await mcp__flow-nexus__sandbox_execute({
  sandbox_id: sandbox.sandbox_id,
  code: solutionCode
});

With Payments

// Credits earned from challenges
const balance = await mcp__flow-nexus__check_balance();
console.log(`Total credits from challenges: ${balance.challenge_earnings}`);

Related Skills

References

Version History

  • 1.0.0 (2026-01-02): Initial release - converted from flow-nexus-challenges agent