Evidence Python Packages

assay-it

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

motusos

Local event-backed work ledger and Store/run/event/projection reference CLI.

assay-ai

AI evidence that's harder to fake and easier to verify

sclite-core

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

qs-dmss

Evidence-first QuantumScalar DM simulation suite for reproducible runs, decision campaigns, and PyPI installs.

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.

qorx

AI-native context language, compiler, and local runtime

research-md

MCP server for research workflows — findings, scoring, ADRs

cra-sbom-evidence

CRA Article 14 evidence pack from your SBOM and VEX feeds. Every clause cited verbatim. Every output hashed.

agent-cooking-cli

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

evidential-deep-learning

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

cortexpilot-orchestrator

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

openvibecoding-orchestrator

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