Mirofish Cli
Description
Multi-agent AI prediction engine - digital sandbox for scenario simulation (fork of 666ghj/MiroFish)
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
MiroFish
A social simulation scenario engine. Feed it documents describing any scenario, and MiroFish simulates AI agents reacting on social media to explore how events might unfold. Designed for agent-driven workflows — outputs include a machine-readable `verdict.json` alongside the full report.
Fork of [666ghj/MiroFish](https://github.com/666ghj/MiroFish) — fully translated to English, CLI-only, Claude/Codex CLI support added.
What it does
- Feed reality seeds — PDFs, markdown, or text files (news articles, policy drafts, financial reports, anything)
- Describe what to predict — natural language requirement
- MiroFish builds a world — extracts entities and relationships into a knowledge graph, generates AI agent personas with distinct personalities
- Agents simulate social media — dual-platform simulation (Twitter + Reddit) where agents post, reply, like, argue, and follow each other
- Get a prediction report — AI analyzes all simulation data and produces a report + machine-readable verdict with confidence scores and signals
Quick start
Prerequisites
- Python 3.11-3.12
- uv (Python package manager)
Setup
cp .env.example .env
# Default: claude-cli (uses your Claude Code subscription)
uv sync
Run a simulation
mirofish run \
--files docs/policy.pdf notes/context.md \
--requirement "Predict public reaction over 30 days" \
--json
# List prior runs (slim summary: run_id, status, created_at, artifact_count)
mirofish runs list --json
# Check run status (full manifest)
mirofish runs status --json
# Export artifacts
mirofish runs export --json
CLI options
mirofish run
--files FILE [FILE ...] Source files (pdf/md/txt) used to ground the
ontology and profiles
--requirement TEXT Plain-English simulation requirement
(e.g. "How would voters react to X?")
Related Skills
Agency Agents
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy inject
AI Awesome Llm Apps
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
AI Firecrawl
🔥 The API to search, scrape, and interact with the web for AI
AI Artifacts Builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web tech
AI Headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agen
AI CrewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewA
AI