simplicio-prompt 1.13.2

Tuple-Space + Yool safe-speed runtime kernel: lazy 1,000,000+ subagent batch_spawn, adaptive lane concurrency, and a dependency-free OpenAI-compatible provider client for real subagents on DeepSeek / MiMo / OpenRouter / local LLMs.

simplicio-prompt

Tuple-space runtime for real subagent fan-out, consensus, cache-aware prompts, and cost-aware AI execution.
Commands stay in English so they can be copied exactly.

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The short version

Tuple-space runtime for real subagent fan-out, consensus, cache-aware prompts, and cost-aware AI execution.

Quick Start

pip install -U simplicio-prompt
simplicio-subagents --help
npm install simplicio-prompt

What it does

• Separates task contract from execution strategy.
• Runs fan-out profiles from quick to 600-lane max breadth.
• Writes reusable JSON/Markdown evidence reports for orchestrators.
• Keeps the kernel dependency-free for Python runtime usage.

Why this README is built to earn attention

• clear first-screen promise
• language links before installation
• badges and a visual hero for fast trust
• copy-ready quick start
• proof before long reference material
• star history for social proof

How it works

flowchart LR
  mapper["simplicio-mapper
repo context"] --> current["simplicio-prompt
this project"]
  prompt["simplicio-prompt
reasoning runtime"] --> current
  current --> evidence["validated evidence
tests, docs, screenshots"]
  current --> sprint["simplicio-sprint
delivery loop"]

Proof and validation

• The package is dual-published to PyPI and npm.
• The fan-out runtime is used by Simplicio CLI and SendSprint planning paths.
• Changelog documents local Ollama defaults and real-stack evidence routing.

Simplicio ecosystem

• simplicio-mapper supplies repo context before interpretation.
• simplicio-cli executes focused code tasks with verification.
• simplicio-prompt provides fan-out and consensus runtime patterns.
• simplicio-sprint turns cards into draft PR delivery loops.

Documentation standard

• YOOL_TUPLE_HAMT.md
• CONTRIBUTING.md
• docs/readme-globalization-standard.md

Star History

License

MIT. See LICENSE.