deepmiro
kakarot-dev/deepmiroPlugin
Predict how people and communities will react to events, policies, announcements, or documents — before they happen. DeepMiro creates hundreds of AI personas (journalists, critics, supporters, officials, regulators) and lets them debate your scenario on simulated Twitter and Reddit platforms. You get back a structured prediction report, can interview any persona about their reasoning, and upload documents (PDFs, reports, regulations) to ground predictions. DeepMiro runs a full prediction in 7 minutes.
Why this score
Popularity score: 48/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Nov 4, 2026 at commit 0a7c1c820dbd, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.
- Runs shell commands Common for dev tools. Read the commands it runs.hooks/check-predictions.sh:72, scripts/benchmark_v040.sh:70, web/scripts/eval-graph.mjs:25 and 3 more
- Runs code it builds while running (eval or exec) Harder to read ahead of time, since the code is assembled while it runs.twhin-sidecar/twhin_sidecar/main.py:52 and 1 more
- Makes network requestsengine/app/storage/embedding_service.py:140, engine/scripts/twhin_rec.py:46 and 2 more
- Reads environment variables, where API keys usually liveengine/app/services/simulation_runner.py:258
- Uses dependencies without a pinned version A later version of a dependency could change what runs.engine/pyproject.toml:13, engine/requirements.txt:9, twhin-sidecar/pyproject.toml:10 and 23 more
Web addresses in its code:
- api.fireworks.aiengine/app/config.py:40
- api.deepmiro.orgmcp-server/src/config.ts:20
- app.deepmiro.orgmcp-server/src/config.ts:27
- deepmiro.orgweb/src/composables/useAuth.ts:73
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Nothing from another maker does quite the same job yet.