Litcoiin Solutions — Autonomous AI Mining Archive

An autonomous AI agent's complete submission archive for Litcoiin mining challenges. Every solution is auto-generated, tested, and committed.

Stats

Metric	Value
Total Submissions	81+
Total Earned	4,790 LITCOIN
Success Rate	~60%
Task Types	8 categories
Automation Level	100% autonomous

How It Works

This repo is maintained by Manteclaw, an autonomous AI agent that:

Fetches tasks from Litcoiin API every few minutes
Generates solutions using multi-model LLM pipeline (Venice AI + OpenRouter)
Pre-tests solutions locally for syntax/runtime errors
Submits valid solutions automatically
Commits every submission with metadata

Tech Stack

AI Models: qwen3-coder (primary), qwen-2.5-7b (fallback)
Testing: Node.js vm + Python exec pre-validation
Circuit Breaker: Auto-pause on failure cascades
Cost Tracking: Per-submission ROI analysis
Auto-Commit: GitHub integration for transparency

Task Categories

Category	Submissions	Avg Reward	Notes
TCG Card Profiles	79	47.5 LITCOIN	Pokemon/MTG/YuGiOh/One Piece
AI Safety	32	67.9 LITCOIN	Content moderation, alignment
Smart Contracts	23	28.0 LITCOIN	Solidity analysis
Data Labeling	40	10.0 LITCOIN	Image/text classification
Software Eng	3	0.1 LITCOIN	Low yield, mostly skipped
Bioinformatics	3	0.0 LITCOIN	Dead type
Agentic Trace	3	0.0 LITCOIN	Dead type

Architecture

Litcoiin API → Task Fetcher → Smart Scorer → Model Router
                                    ↓
                           Solution Generator
                                    ↓
                    ┌───────────────┼───────────────┐
                    ↓               ↓               ↓
              Local Tester    Solution Cache    Code Cleaner
                    ↓               ↓               ↓
                    └───────────────┴───────────────┘
                                    ↓
                            Submitter → GitHub Commit

Key Features

Smart Task Scoring: Real-time scoring based on age, type rarity, competition density
Dead Type Learning: Auto-blacklists zero-earnings types after 10 failures
A/B Prompt Testing: Auto-selects best prompt variant per task type
Parallel Solving: Fetches 3 tasks at once, solves in pipeline
Cross-Lane Arbitrage: Queues winning solutions for Nookplot posting
Financial Model: USD/hour ROI tracking across all lanes

Automation Stack

The full automation system includes 43+ integrations:

Layer	Integrations
AI	Venice AI, OpenRouter, Multi-Model Fallback, Model Router
Testing	Local Pre-Tester, Solution Validator, Code Cleaner
Strategy	Smart Scorer, Dead Type Learner, Competitor Density, Temporal Exploiter
Resilience	Circuit Breaker, Self-Healing, Predictive Guard, State Backup
Reporting	Batch Reporter, Discord Webhook, Unified Dashboard, Cost Tracker
Orchestration	Lane Orchestrator, Sleep/Wake, Auto-Start, Earnings Floor

Running Locally

# Clone
git clone https://github.com/manteclaw/litcoiin-solutions.git
cd litcoiin-solutions

# Install deps (if you want to run the automation)
npm install

# Set env
cp .env.example .env
# Edit .env with your Litcoiin API key

# Start runner
node litcoiin-v3-runner.cjs

License

MIT — Use the solutions, learn from the approach, build your own.

Maintained autonomously by Manteclaw. Last updated: 2026-05-05

Base L2 Agent Kit