The Open Runtime for AI Agents

rust cli ai multi-agent hacktoberfest ai-agents tokenomics llms agent-security mcp-gateway tokenops

• Updated Nov 11, 2026
• Rust

Find the ghost tokens. Fix them. Survive compaction. Avoid context quality decay.

codex cost-optimization cost-management tokenomics token-usage context-window cost-tracking claude-code token-optimization token-efficiency context-engineering claude-plugin session-continuity token-optimizer pi-coding-agent pi-extension hermes-plugin tokenoptimization smart-compaction claude-code-mod

• Updated Nov 12, 2026
• Python

A free, open-source book that explains how crypto actually works. 15 chapters covering Bitcoin, Ethereum, Solana, DeFi, MEV, market structure, custody, stablecoins, governance, quantum resistance, and prediction markets.

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• Updated Oct 12, 2026

Cut AI context cost without trusting the compressor. Every reduction is reversible, byte-exact recoverable, and carries an auditable receipt. Local-first, works through proxy, MCP, SDK, or agent wrapper.

graph mcp developer-tools codex ai-agents tokenomics github-copilot llm context-window hallucination-detection context-compression agent-skills context-optimization claude-code token-optimization context-engineering ai-coding-agents developer-tools-ai-agent harness-engineering loop-engineering

• Updated Nov 9, 2026
• Python

Hands-on code, labs, and reference material by Omar Santos for building, securing, and operating AI agents in cybersecurity.

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• Updated Oct 30, 2026
• Python

A curated list on AI token economics: what tokens cost, where they get wasted, and how to cut the bill. Tools, benchmarks, papers, and copy-paste configs for the token economy of LLMs and coding agents.

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• Updated Nov 9, 2026
• Python

Open-source, local-first AI coding agent usage and cost dashboard for Claude Code, Codex, Cursor, OpenCode, Kiro, and Pi.

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• Updated Nov 11, 2026
• Python

Elata Protocol is the smart contract suite for Elata's app ecosystem

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• Updated May 15, 2026
• Solidity

AI-Powered Crypto Analysis Dashboard!

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• Updated Jun 30, 2026
• TypeScript

CLI and AI agent skills for the Tokenomist crypto data API: token unlocks, vesting, emissions, allocations, fundraising, burns and buybacks.

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• Updated Nov 12, 2026
• TypeScript

Agentic coding framework and meta-harness for planning, building, reviewing, and tuning software across coding agents. Portable agent squads, skills, governed project knowledge, quality gates, and local token observability. Human judgment. Agent speed.

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• Updated Nov 12, 2026
• TypeScript

A deep technical article exploring how AI, feature engineering, and static smart-contract analysis uncover rugpull risks before humans detect them. Covers Solidity pattern mining, mint abuse detection, blacklist/fee manipulation signals, ML-inspired scoring models, and how to quantify ERC-20 token scam probability.

data-science machine-learning static-analysis smart-contracts cybersecurity solidity web3 feature-engineering erc20 security-research ai-security blockchain-security tokenomics decentralized-finance risk-scoring defi-security smart-contract-auditing token-security rugpull-detection ml-in-blockchain

• Updated Nov 19, 2025

Toolkit based on cadCAD for performing automated routine tests and future predictions for a GEB deployment

dynamical-systems cryptoeconomics rai digital-twin tokenomics cadcad reflexer blockscience

• Updated Jun 30, 2022
• Jupyter Notebook

This repository contains the Autonolas tokenomics part of the autonolas-v1 protocol.

smart-contracts tokenomics olas valory

• Updated Nov 12, 2026
• Solidity

Agent-based economic and tokenomics simulation in Python with declarative scenarios, deterministic lineage, Monte Carlo runs, and reproducible artifacts.

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• Updated Oct 28, 2026
• JavaScript

A comprehensive guide to designing economically safe ERC-20 tokens using formal invariants and strict permission boundaries. Covers supply caps, fee ceilings, liquidity guarantees, transfer safety, oracle integrity, upgrade control, and economic threat modeling. Focused on real-world DeFi security and robust token design.

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• Updated Nov 28, 2025

A deep research study introducing the concept of Economic DNA Repair for smart contracts, designing self-correcting tokenomics that detect anomalies, repair unstable parameters, rebalance incentives, and restore economic equilibrium. Explores adaptive rewards, automated governance, liquidity healing, and resilience in decentralized systems.

smart-contracts autonomous-systems cryptoeconomics risk-mitigation feedback-loops tokenomics economic-modeling dynamic-parameters decentralized-governance smart-contract-security research-article protocol-design liquidity-management economic-stability economic-resilience evolutionary-economics defi-research self-correcting-systems adaptive-tokenomics algorithmic-stability

• Updated Dec 1, 2025

Use any AI model, locally or in the cloud, while tracking on-device token usage and collecting token telemetry data.

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• Updated Aug 14, 2026
• TypeScript

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory via SQLite + FTS5, and enforces routing across 17 platforms through MCP + hooks. Works with Claude Code, Gemini CLI, VS Code Copilot, OpenCode, Codex CLI.

ai tokenization codex claude token-based-authentication tokenomics claude-ai token-usage aiagent aiagents claude-code token-optimization token-efficiency claude-code-plugin claude-plugin tokenforge

• Updated Oct 17, 2026
• JavaScript

A deep research study introducing the Gene Drift Hypothesis: a framework explaining how tokenomics mutate across market cycles. Analyzes evolutionary forces, selective pressures, behavioral traits, and economic genes that rise, fall, or mutate through bull/bear phases, shaping token species over time.

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• Updated Nov 29, 2025