# MiroFish **Entity class:** System, platform, or program **Domain:** Agentic Software ## Definition Swarm-simulation engine using source documents, entity extraction, a knowledge graph, and simulated agents. The article follows its OASIS-based environment, scenario interventions, and reporting as a public software architecture for modeling social propagation. ## Operational role Agentic software turns research methods into loops that plan, collect, compare, revise, and report. Visual analysis, browser orchestration, memory, query evolution, and connected databases supply different implementation layers. The article follows the builders and systems through which civilians can develop useful intelligence work at machine speed. **Architecture connections:** [[wiki/OSINT|OSINT]] · [[wiki/AI Agent|AI Agent]] · [[wiki/Cyber Threat Intelligence|Cyber Threat Intelligence]]. ## Relationships - **simulation framework:** [[wiki/CAMEL-AI OASIS|CAMEL-AI OASIS]]. - **modeled process:** [[wiki/Swarm Simulation|Swarm Simulation]]. - **scenario-control mechanism:** [[wiki/Simulation-Variable Injection|Simulation-Variable Injection]]. - **collection route:** [[collections/The Civilian Intelligence Marketplace|The Civilian Intelligence Marketplace]]. - **counterterrorism architecture:** [[collections/Terrorism, Counterterrorism, and the Intelligence Environment|Terrorism, Counterterrorism, and the Intelligence Environment]]. - **source article:** [[articles/The Coming Market for Civilian Spycraft|The Coming Market for Civilian Spycraft]]. ## Sources / Provenance - [[articles/The Coming Market for Civilian Spycraft#XII. The Agentic OSINT Era: Civilian Intelligence at Machine Speed|The Coming Market for Civilian Spycraft — XII. The Agentic OSINT Era: Civilian Intelligence at Machine Speed]] — October 2026 revision; immediate source for this entry’s place in the marketplace. - [GeoSeer, The AI Agent Era of OSINT: 5 Emerging Tools Redefining Intelligence Gathering in 2026 (March 23, 2026; vendor-authored).](https://geoseeer.com/blog/emerging-osint-tools-ai-agent-era) - [GitHub, MiroFish: A Simple and Universal Swarm Intelligence Engine.](https://github.com/666ghj/MiroFish) ## Connected marketplace roles The source article connects this entry with [[wiki/Swarm Simulation|Swarm Simulation]], [[wiki/Seed-Document Entity Extraction|Seed-Document Entity Extraction]], [[wiki/Knowledge-Graph Construction|Knowledge-Graph Construction]], [[wiki/CAMEL-AI OASIS|CAMEL-AI OASIS]], [[wiki/Simulation-Variable Injection|Simulation-Variable Injection]], [[wiki/Automated Report Agent|Automated Report Agent]], [[wiki/Narrative-Propagation Modeling|Narrative-Propagation Modeling]], [[wiki/Shanda Group|Shanda Group]], [[wiki/Chen Tianqiao|Chen Tianqiao]], [[wiki/GitHub|GitHub]], [[wiki/GNU Affero General Public License|GNU Affero General Public License]]. These routes locate the associated people, implementations, methods, and operational contexts in [[articles/The Coming Market for Civilian Spycraft|The Coming Market for Civilian Spycraft]]. **Collections:** [[collections/The Civilian Intelligence Marketplace|The Civilian Intelligence Marketplace]] · [[collections/Terrorism, Counterterrorism, and the Intelligence Environment|Terrorism, Counterterrorism, and the Intelligence Environment]].