Tokenomics Python Packages

entroly-core

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.

entroly

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.

chocobot

🌱 CCPoC - a decentralized Proof-of-Capacity network

prsm-network

PRSM: Protocol for Recursive Scientific Modeling

savi-sdk

Lightweight observability SDK for LLM cost, latency, and PII, that wraps OpenAI, Anthropic, Bedrock, Cohere, Mistral & Vertex AI. Local mode needs no account and makes no network call.

ctx-harness

An artifact-backed context harness for Antigravity that intercepts unbounded tool execution, enforces deterministic digest boundaries, and guarantees zero token bloat in model transcripts.

forge-cu-mcp

Tirami — distributed LLM inference where compute is currency. 1 TRM = 10^9 FLOPs. 21B supply cap, yield halving, staking, collusion resistance. 100% Rust, OpenAI-compatible, no token, no ICO. "tira mi su" = pull me up.

tokenlab

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

forge-sdk

Tirami — distributed LLM inference where compute is currency. 1 TRM = 10^9 FLOPs. 21B supply cap, yield halving, staking, collusion resistance. 100% Rust, OpenAI-compatible, no token, no ICO. "tira mi su" = pull me up.

tokstat-observatory

AI Developer Telemetry Observatory & Token Tracker

reflexer-digital-twin

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