samsarix

Samsarix Story Studio — local-first, bring-your-own-provider multi-agent fiction workshop with a complete no-key demo.

Provider-neutral Python harness for deterministic, bounded multi-agent workflows

Read-only environment contracts and actionable readiness checks for Python agent projects.

A no-account decision workbench for comparing and piloting public Samsarix projects.

Deterministic explicit-choice consensus and bounded async fan-out for Python agents

Small FastAPI room-chat service with SQLite persistence and live WebSocket delivery.

Samsarix Portfolio Board — a read-only GitHub portfolio operations dashboard with explainable repository standards.

Async Python SDK for validated LLM endpoint routing, retries, fallback, cancellation, and bounded concurrency.

Local, deterministic policy gate for autonomous agent actions

Samsarix Policy Engine: local, deterministic, explainable guardrails for Python agents and automation.

Dependency-free typed Python tool runtime and MCP stdio server from Samsarix LLC

Samsarix Agent Engine: a bounded Python agent layer for OpenAI-compatible model endpoints; prerelease consolidation candidate.

Local-first Python library and CLI for deterministic application-owned workflow DAGs.

Deterministic Python runner for reviewable JSON workflows, local validation, and data shaping.

Local-first Python SDK and CLI for inspectable narrative workflows, editable run bundles, and blinded evaluations.

Samsarix Discord Operator Bot — bounded, private service health checks through Discord slash commands.

Samsarix Agent Readiness Registry — local-first agent inventory, A2A/MCP imports, evidence review, and CI policy enforcement.

Local-first CLI and Python library for deterministic social campaign QA, semantic review, approvals, and portable exports.

Local protocol library and CLI for transparent coordination-health observations and scores.

Offline, inspectable Python project scaffolding with safe local team template packs.