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
