Prediction-market directory

MiroShark

Explore the product, inspect its sources and compare the evidence. Company contributions and retained historical observations stay clearly dated.

VK-3774b0bd42272553 · Not assessed · First-party product research available

AI Agents & Research

github.com (opens in a new tab)

What MiroShark does

Open-source swarm simulator that spawns 100+ LLM personas across a mock X, Reddit and Polymarket-style market to see how a scenario shifts probabilities. About $1 per run; AGPL-3.0.

Historical catalogue statement · Snapshot: . Source snapshot (opens in a new tab)

Historical category
AI Agents & Research
Reported venues
Polymarket (simulated)
Historical pricing
About $1 per simulation (self-hosted API costs)
Documentation (opens in a new tab)Source repository (opens in a new tab)Product details and sources ↓Evidence and history ↓

Product details and sources

Research checked:

Documentation ↗ (opens in a new tab)[1]Pricing ↗ (opens in a new tab)[1]Source repository ↗ (opens in a new tab)[1]
In the source's own words · short excerpt
“Simulate anything, for $1 & less than 10 min - Universal Swarm Intelligence Engine”[1]

Public page content was obtained during the dated check. Reachability does not establish continuing service availability. Product descriptions reflect public source statements. Classification and summaries are by Vultax; capabilities have not been tested as part of this listing.

Research sources, dates and retained evidence (1)

  1. [1]Homepage (opens in a new tab)

    https://github.com/MiroShark/MiroShark

    Collected:

    Retained page digest

    SHA-256 9d0a802a443adcf1c25e6d37cb2eeec5bf2d5d23ff980d8c39718f77f0d343c7

Your saved profiles →

Select two to four records to compare. Your selection stays while browsing.

Explore related profiles

Shared category or platform context · unpaid order

Historical product profile and catalogue sources

Historical product profile

Catalogue snapshot: · Catalogue's own check date:

Open-source swarm simulator that spawns 100+ LLM personas across a mock X, Reddit and Polymarket-style market to see how a scenario shifts probabilities. About $1 per run; AGPL-3.0.

Name in the historical catalogue
MiroShark
Reported category
AI Agents & Research
Reported venues
Polymarket (simulated)
Historical pricing statement
About $1 per simulation (self-hosted API costs)
Execution claim
Source says it does not execute trades
Open-source claim
Source says yes
Backer statement
Not stated
Historical status statement
live

Source status note: Repo loaded 2026-08-27 (redirects from aaronjmars/MiroShark), 1.4k stars, 619 commits.

Repository links reported by the catalogue:

https://github.com/MiroShark/MiroShark (opens in a new tab)

These are the catalogue contributors' dated statements, including their qualifications. They do not establish present availability, total cost, legal ownership or licensing. Read the exact source snapshot (opens in a new tab).

Additional references listed by the catalogue

Linked technical evidence

Profile history and sources

Source dates and collection dates are distinct. The catalogue snapshots retain what the source reported; repeated identical snapshots are not presented as product changes. Company contributions and claim decisions enter the history only after publication.

  1. Collected:

    Homepage researched

    Product research source; retained body SHA-256 9d0a802a443adcf1c25e6d37cb2eeec5bf2d5d23ff980d8c39718f77f0d343c7. Collection is not an assessment or product launch date.

    View source (opens in a new tab)MiroShark

  2. Source date:

    Package prepared:

    Historical catalogue snapshot

    Source verification date: 2026-08-27. About $1 per simulation (self-hosted API costs).

    View source (opens in a new tab)MiroShark

  3. Source date:

    Package prepared:

    Historical catalogue snapshot

    Source verification date: 2026-08-27. About $1 per simulation (self-hosted API costs).

    View source (opens in a new tab)MiroShark
Record evidence and export

Catalogue dataset SHA-256: 81e91f65ba7ff67a205fa6ff367bce66cd74934c25d200996572a34b02054506

The digest identifies the retained source bytes. A link may now serve a different page; a digest alone does not provide access to the retained evidence.

Download this profile as JSON

Send a free factual correction. Buying a review does not change directory inclusion or purchase a favourable result.

Historical descriptions and catalogue claims: Kairos contributors, CC BY 4.0. Vultax adds source matching, presentation and factual comparisons. Attribution, licences and coverage.