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.

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

Local, deterministic policy gate for autonomous agent actions

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

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

Local deterministic policy engine for explainable allow-or-deny decisions before agent and automation actions.

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

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

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

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

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

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

Python SDK and CLI for bounded, inspectable multi-stage short-story drafting.

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

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

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.

Local-first coordination-design workbench and portable contract reference for the Samsarix role model.