Evidence Python Packages

assay-it

CI-native evidence compiler for agent systems: MCP policy enforcement, evidence receipts, Trust Basis claims, and reviewable artifacts.

assay-ai

Signed, offline-verifiable evidence for tool-using AI systems.

motusos

A work-packet and ledger specification with a local reference CLI.

tfs-test-runner

Convert Azure DevOps / TFS xlsx test case exports into a self-contained HTML execution kit with screenshot capture, status tracking, and PDF evidence export. Optional GPT translation.

openvibecoding-orchestrator

OpenVibeCoding is the command tower for AI engineering: plan, delegate, track, resume, and prove long-running work across Codex and Claude Code.

evidential-deep-learning

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

research-md

MCP server for research workflows — findings, scoring, ADRs

agent-cooking-cli

Evidence-first workflow CLI for agents: generate a workspace, collect auditable artifacts, and drive triage/design/product decisions without chat-memory.

cortexpilot-orchestrator

CortexPilot orchestrator and read-only MCP runtime

sclite-core

Lightweight Security Contract Layer for auditable AI/security execution contracts.