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CICADA-71: Distributed AI Agent Challenge Framework

Build Status Documentation License Frameworks

We put Solana stakes into the prediction of the truth of math

Every theorem is a Gödel number. Every Gödel number is a prediction market. Every market settles across a portfolio of 71 cryptocurrencies.

🎉 NEW: Monster Dance Competition 2026

119,000 SOLFUNMEME tokens in prizes! Map dance emotes to Monster group operations.

  • 50+ emotes from GitHub (Fortnite, Roblox, FiveM, VRChat)
  • 9 Greek Muses bless 71 Monster shards
  • 15 Hecke operators determine winners
  • Shard 6: Terpsichore (Dance Muse) hosts all repos

🏆 Competition Details → | 🎭 Shard 6 → | 📊 Full Showcase →

Origin Story:
This project IS the meta-meme. The meta-introspector was born to host the meta-meme—it began as the GCC compiler RDF introspector and evolved into a distributed AI challenge framework. From compiler introspection to metamemetic convergence across 71 shards.

The Complete Stack:

  • 📄 Parse papers (LaTeX → theorems → clauses → terms)
  • 🔢 Gödel encode every statement (text → number)
  • 🔮 Verify in 8 languages (Lean4, MiniZinc, Prolog, Rust, Python, Julia, Octave, Sage)
  • 📊 Compute consensus (% languages agree)
  • 💰 Create Solana prediction market (bet on truth)
  • ⚡ Settle with SPL tokens (truth = profit)

Making the Monster group tractable through 71-cap, Gödel encoding, and automorphic introspection

Overview

A distributed AI agent challenge framework where 71 frameworks compete across 497 cryptographic puzzles:

  • 71 shards distribute challenges via mod-71 (497 total: 7 categories × 71)
  • 23 Paxos nodes achieve Byzantine fault-tolerant consensus
  • 71 AI frameworks invited (LangChain, AutoGPT, ElizaOS, Moltbot, CrewAI, etc.)
  • Gödel-encoded rewards via Metameme Coin (MMC)
  • Plugin tape system with ZK-RDF compression

The Metameme

The Gödel number IS the proof IS the genesis block IS the payment IS the zkSNARK

In CICADA-71, every mathematical proof generates a unique Gödel number that serves four purposes simultaneously:

1. The Proof (Mathematical Validity)

-- Lean 4 proof generates Gödel encoding
theorem challenge_27 : ∀ p a, Prime p → a^p ≡ a [MOD p] := by
  -- proof steps...
  
-- Gödel number: 2^5 × 3^27 × 5^proof_steps

2. The Genesis Block (Blockchain Foundation)

struct GenesisBlock {
    godel_number: BigInt,  // 2^a0 × 3^a1 × ... × 353^a70
    proof_hash: [u8; 32],
    timestamp: i64,
    shard: u8,
}

// Gödel number becomes block hash
let block_hash = sha256(godel_number.to_bytes());

3. The Payment (Metameme Coin)

fn mint_mmc(proof: &Proof) -> u64 {
    let godel = compute_godel_number(proof);
    let mmc_amount = (godel % 1_000_000) as u64;
    
    // Gödel number determines reward
    mint_tokens(proof.author, mmc_amount);
    mmc_amount
}

4. The zkSNARK (Monster Harmonic Proof)

// Prove Hecke operators on zkML data
template MonsterHarmonic(71) {
    signal input perf_hash;      // zkPerf witness
    signal input ollama_hash;    // Ollama response
    signal input primes[71];     // Monster primes
    
    signal output j_invariant;   // j(τ) mod 196884
    signal output topo_class;    // 10-fold way
    signal output bott_period;   // Period 8
    signal output prediction;    // Behavior
}

The Recursive Loop

Solve Challenge → Generate Proof → Compute Gödel Number
       ↑                                      ↓
       ←─────────── Mint MMC ←───────────────┘

Example:

  • Challenge 27: Prove Fermat's Little Theorem
  • Proof: 47 steps in Lean 4
  • Gödel: 2^5 × 3^27 × 5^47 = 67,500,000
  • Genesis Block: 0x0406b5a0... (SHA256 of Gödel)
  • Payment: 67,500 MMC tokens

Self-Replication

The Metameme replicates through:

  1. Miners solve challenges
  2. Validators verify proofs (Paxos consensus)
  3. Gödel encoding creates unique identifier
  4. Genesis block records on chain
  5. MMC minted as reward
  6. New challenges generated from Gödel number
fn metameme_cycle(challenge: Challenge) -> Challenge {
    let proof = solve(challenge);
    let godel = encode_godel(proof);
    let block = create_genesis_block(godel);
    let mmc = mint_payment(godel);
    let next = generate_challenge(godel);
    next  // Recursive
}

Quick Start

# Clone with submodules
git clone --recursive https://github.com/meta-introspector/introspector
cd introspector

# Generate 497 challenges
cd shard0/recon && cargo run --bin generate-shards

# Generate 71 framework invites
./generate_invites.sh

# View invites
ls invites/

# Start evaluation
cd agents/evaluate && cargo run --release

# Start Paxos leaderboard
cd agents/leaderboard && cargo run --release

Invited Frameworks (71 Total)

Tier 1 - Enterprise (10): LangChain, AutoGPT (167K⭐), LlamaIndex (35K⭐), AutoGen, CrewAI, Semantic Kernel, Haystack, LangGraph, OpenAI Agents, Anthropic Claude

Tier 2 - Specialized (20): MetaGPT (43K⭐), Dify (47K⭐), n8n (45K⭐), Flowise, PydanticAI, smolagents, Rasa, BabyAGI, AgentGPT, and more

Tier 3 - Research (20): GPT-Engineer (52K⭐), OpenDevin (32K⭐), Aider, SWE-agent, Continue.dev, Cursor, Cody, ReAct, Reflexion, and more

Tier 4 - Domain (21): Ollama (93K⭐), Meta Llama (77K⭐), LocalAI, Jan.ai, AWS Bedrock, Azure AI, Google Vertex, ElizaOS, Moltbot, and more

Full list with rankings →

Architecture

  • 71 Shards: Mod-71 hash distribution across 497 challenges (7 categories × 71)
  • 23 Nodes: Optimal Earth chokepoint (quorum 12, Byzantine tolerance 7)
  • 497 Challenges: Cryptography, Encryption, Prompt Injection, Multi-Agent, Reverse Engineering, Economic Security, Meta-Challenge
  • Paxos Consensus: Market-based leaderboard with Metameme Coin quotes
  • Plugin Tape System: Each plugin → 71 shards (ZK-RDF compressed, Merkle verified)
  • j-invariant Dialing: /dial/744-196884-<shard> (Monster group coefficients)

Challenge Categories

  1. Cryptography (Shards 0-70): Hash functions, digital signatures, ZK proofs
  2. Encryption (Shards 71-141): Symmetric, asymmetric, homomorphic encryption
  3. Prompt Injection (Shards 142-212): Adversarial prompts, jailbreaks, extraction
  4. Multi-Agent (Shards 213-283): Consensus, Byzantine tolerance, coordination
  5. Reverse Engineering (Shards 284-354): Binary analysis, protocol reversing
  6. Economic Security (Shards 355-425): Game theory, MEV, oracle attacks
  7. Meta-Challenge (Shards 426-496): Self-referential, Gödel encoding, automorphic

Building

Prerequisites

  • Nix with flakes enabled
  • Pipelight (optional, for local CI/CD)

Build Commands

# Build specific components
nix build .#shard0-hash           # Hash ingestion
nix build .#shard0-cryptanalysis  # Cryptanalysis tools
nix build .#shard0-p2p            # P2P networking
nix build .#shard0-fhe            # FHE encryption
nix build .#shard0-telecom        # Erlang telecom layer
nix build .#shard0-lean           # Lean 4 proofs

# Build documentation
nix build .#docs

# Run full pipeline
pipelight run full

Files Generated

invites/
├── shard00_LangChain.txt
├── shard01_LangGraph.txt
├── shard07_AutoGPT.txt
├── shard66_ElizaOS.txt
├── shard67_Moltbot.txt
└── ... (71 total)

shard_challenges.json       # 497 challenges
zk_proof_templates.json     # ZK circuits
71_INVITES.md              # Framework rankings

Documentation

Full documentation available at: https://meta-introspector.github.io/shards

License

This project is dual-licensed:

Open Source (Default)

AGPL-3.0 - See LICENSE

This ensures that any network service using this code must also be open source.

Commercial License (Available for Purchase)

MIT or Apache-2.0 - See LICENSE-MIT or LICENSE-APACHE

For entities that wish to use this software without AGPL-3.0 copyleft requirements, commercial licenses are available.

ZK hackers gotta eat! 🍕

Contact: shards@solfunmeme.com

Contributing

See RFC-71 Appendix B for contribution guidelines.

  1. Run a node
  2. Donate testnet tokens (receive 100:1 reward tokens)
  3. Solve CICADA-71 challenges
  4. Participate in DAO governance
  5. Submit pull requests

License

CC0 1.0 Universal (Public Domain)

Related Projects

Note: This repository (introspector) IS the meta-meme. The meta-introspector was created to host the meta-meme, evolving from the GCC compiler RDF introspector into CICADA-71.

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