Mirofish Guide

Companion skill for the MiroFish multi-agent simulation engine. Use when planning or running MiroFish simulations, writing source material or simulation requirements, debugging graph/entity/profile/config/runtime/report stages, evaluating run quality, validating model or proxy routes, interpreting generated artifacts, or maintaining a repository of MiroFish best practices.

14 stars 4 forksAI, LLMs & Agents

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add MOZARTINOS/mirofish-guide --skill mirofish-guide

Manual install

git clone --depth 1 https://github.com/MOZARTINOS/mirofish-guide.git /tmp/mirofish-guide
mkdir -p ~/.claude/skills
cp -r /tmp/mirofish-guide/. ~/.claude/skills/mirofish-guide

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# MiroFish Guide Skill

Use this skill when the task touches MiroFish operations, documentation, experiments, or repository maintenance.

MiroFish is a multi-stage engine:

1. source material is uploaded and chunked;
2. Zep graph extraction runs;
3. entities are filtered for simulation;
4. OASIS profiles are generated;
5. simulation config is generated by an LLM;
6. Twitter and Reddit environments run;
7. a report agent analyzes the result.

The best way to work on MiroFish is to identify the stage first, then inspect the artifacts and constraints for that stage.

## Reference Routing

Load only the file you need:

- `references/workflow.md`
  Use for end-to-end architecture, stage ownership, and code-grounded defaults.

- `references/debugging.md`
  Use for setup problems, missing artifacts, weak runs, report issues, or proxy problems.

- `references/graph-build-runbook.md`
  Use for sparse ontology output, graph build failures, Zep ingestion trouble, or entity-normalization issues.

- `references/seed-templates.md`
  Use for reusable source-material patterns and stronger simulation requirements.

- `references/experiments.md`
  Use for empirical tuning observations, model comparisons, and cost-quality tradeoffs.

- `references/operator-workflow.md`
  Use for the practical operator loop: pilot run, artifact checks, scaling, and post-run audit.

- `references/runtime-forensics.md`

Read the full skill on GitHub

Details

Skill name: mirofish-guide
Repository: MOZARTINOS/mirofish-guide
License: MIT
Repo updated: 9 June 2026

FAQ

What does the Mirofish Guide skill do?

How do I install the Mirofish Guide skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add MOZARTINOS/mirofish-guide --skill mirofish-guide. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Mirofish Guide popular?

It lives in MOZARTINOS/mirofish-guide, which has 14 GitHub stars and 4 forks.

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