parallelized discord discrimination seeker

PaymentMandate + ContextBinding + MandateConstraints + open/closed mode discrimination. Three W1 rails (x402, wallet, sponsored-userop). PaymentReceipt asserted into AttestationRegistry per ADR-0023.

A blinded discrimination trial between two language models, on your own prompts. Answers one question: can you actually tell them apart?

HeartFlow (心虫) — AGI Layer 1: the Discriminator. Rule-based engine that checks what AI says before it reaches humans. 45 discrimination dimensions, 12 check layers, 129 modules (logic/decision/cognition/emotion/memory/ethics/collaboration), 130 MCP tools.

Framework-agnostic core for ancora: pin state machine, scroll-source discrimination, anchor math, and list-operation inference for pixel-stable chat/streaming lists.

Typescript-native, declarative DSL for working with binary data

Protocol layer for the pattern system. Base classes, event types, containers, tree utilities, the pitch type system, tuning infrastructure, and type discrimination. This is the extension point for building custom patterns and modifiers.

Assess compliance for AI in insurance underwriting, claims, and pricing. Covers algorithmic fairness, anti-discrimination, EU AI Act, state regulations, and actuarial standards.

Runtime utilities and shared types to drive type-safe API definitions. Powered by Typeweaver 🧵✨

Ark7 model used for both backend and frontend

Client-side session runtime shared by every sema human client (TUI / web / desktop): sema wire frames (AgentEvent) -> CC session vocabulary (SDKMessage) with dual-plane output (transcript/chrome), deterministic transcript ids, lane discipline as a type, a

The official TypeScript library for the Moderation API API

Typescript-native, declarative DSL for working with binary data

Tokens-per-second tracker for pi — see your LLM generation speed after every agent turn

A RETS client (Real Estate Transaction Standard).

Mary's Lab Model Context Protocol server — spectral color science tools for AI agents

A CI test runner for Agent Skills. Measures whether a skill triggers on the right request, stays quiet on the wrong one, produces the artifact it promised, and still does all of that tomorrow.

ctxloom — The Universal Code Context Engine. A local-first MCP server providing intelligent code context via hybrid Vector + AST + Graph search with token-efficient Skeletonization.

Track federal preemption risks and state-federal regulatory friction. Monitor DOJ, Executive Orders, and federal courts for AI regulation challenges affecting Colorado SB 24-205, California SB 1047, and state compliance strategies.

Wallet-request and exchange protocol handling for Interop wallet apps: input classification, VPR parsing, QueryByExample matching, cryptosuite negotiation, VP composition, the App Connect app-key credential, and the VC-API / ephemeral-exchange clients.