swarm 0.1.0

LLM-simulated worlds: an office of LLM employees, a village of 100 LLM villagers, and a multi-persona document reviewer — all driven by local Ollama models.

llmsimulationagentsmulti-agentsocietyofficevillagedocument reviewlocal llmollamapersonas rustbevypythonollamareqwestratatuicargopixiopencv rustpython

what it is

Four self-contained frameworks for simulating social/working groups with local LLMs (Ollama), no cloud. `office` (Rust/Bevy) runs a company of LLM employees who plan, code, review and ship a real product across days; `village` (Rust/Bevy) runs 100 LLM villagers with memories, needs and conversations; `swarm` (Python) reviews a document with a panel of LLM personas and a thinking synthesizer; `companies/` holds per-company configs and seed repos the office sim codes against. Everything talks to local models over HTTP; no API keys or secrets in the source.

files

149 files — expand to browse

assets/

fonts/

DejaVuSans.ttf

companies/

algodojo/

seed/

judge.pypixi.tomlREADME.md

company.toml

lantern/

seed/

src/

agent.rsbrowser.rsevents.rsmain.rsmock.rs

Cargo.tomljudge.shREADME.md

company.toml

sparrow/

seed/

core.pyjudge.pymain.pyoverlay.pypixi.tomlREADME.mdscene.pytopmap.py

company.toml

starter/

work/

deliverables/

aiko-tanaka/

elena-vasquez/

marcus-chen/

omar-hassan/

priya-nair/

t3.md

sofia-lindgren/

t5.md

mail/

aiko-tanaka/

day01-1300_from-dana-reyes.md.readday01-1500_from-dana-reyes.md.readday01-1630_from-dana-reyes.md.read

dana-reyes/

day01-1130_from-elena-vasquez.md.readday01-1230_from-omar-hassan.md.readday01-1430_from-aiko-tanaka.md.readday01-1430_from-priya-nair.md.readday01-1500_from-omar-hassan.md.readday01-1500_from-sofia-lindgren.md.readday01-1600_from-aiko-tanaka.md.readday02-1100_from-aiko-tanaka.md.readday02-1230_from-aiko-tanaka.md.readday02-1230_from-elena-vasquez.md.readday02-1400_from-marcus-chen.md.readday02-1430_from-elena-vasquez.md.readday02-1630_from-marcus-chen.md.readday03-1530_from-sofia-lindgren.md.readday04-1130_from-elena-vasquez.md.readday05-1500_from-omar-hassan.md.read

elena-vasquez/

day01-1000_from-dana-reyes.md.readday01-1430_from-dana-reyes.md.readday02-1300_from-dana-reyes.md.readday04-1000_from-dana-reyes.md.read

marcus-chen/

day01-1530_from-dana-reyes.md.readday01-1600_from-dana-reyes.md.read

omar-hassan/

day01-0930_from-dana-reyes.md.readday01-1330_from-dana-reyes.md.readday05-1330_from-dana-reyes.md.read

priya-nair/

day01-1030_from-dana-reyes.md.read

sofia-lindgren/

day01-1400_from-dana-reyes.md.readday03-1130_from-dana-reyes.md.readday05-1500_from-dana-reyes.md.read

project/

db/

migrations/

004_data_quality_dashboard.sql

docs/

onboarding/

sync-engine-architecture.mdsync-engine-guide.md

runbook/

rollback-v2.3.md

onboarding-t10-sync-engine.mdrollback_v2.3.mdrunbook_rollback_v2.3.mdstatus-page-scope.mdstatus_page_runbook.mdsync-engine-architecture.mdsync-engine-onboarding.md

migrations/

001_data_quality_view.sql005_data_quality_stats.sql

public/

status.html

scripts/

rollback.shrollback_v2.3.sh

src/

api/

status.rs

components/

AuditLogTable.tsxAuditLogViewer.tsxDataQualityDashboard.tsx

console/

components/

__tests__/

EmptySearchResults.test.tsx

DataQualityDashboard.tsxEmptySearchResults.tsxEmptyState.test.tsxEmptyState.tsxSearchEmptyState.tsx

fhir/

validator.rs

migration/

dry_run.rs

sql/

views/

data_quality.sql

sync/

api/

data_quality.rs

load/

generator.rs

migration/

dry_run.rsdry_run_test.rs

fhir_validation.rsfhir_validator.rsingest.rsmetrics.rsmetrics.sqlmigration_runner.rs

tests/

fhir_validation_test.rs

plan.mdtasks.json

company.toml

office/

.cargo/

config.toml

src/

bin/

office-tui.rs

activity.rscompany.rsgitrepo.rslib.rsllm.rsmain.rspanel.rspeople.rsround.rsscene.rsshared.rssim.rstasks.rsverify.rs

Cargo.lockCargo.toml

swarm/

__init__.py__main__.pyactions.pycli.pyconfig.pyevents.pyextract.pyllm.pymemory.pypersonas.pyreview.pyworld.py

village/

src/

agent.rsllm.rsmain.rspersona.rssim.rssim_config.rsworld.rs

Cargo.lockCargo.toml

.ndignorenotdouble.toml

click a file to view it · full files tab ↗

try it

$ cargo build --release (office, village); python3 (swarm, stdlib only + pdftotext for PDFs)

$ office: cargo run --release -- office companies/starter | village: cargo run --release | swarm: python3 -m swarm.review <document.pdf>

vibe log

model: qwen3.5:9b

Built as a family of local-LLM social simulations: an office of coding employees, a village of 100 villagers, and a persona-panel document reviewer.

⑂ fork download bundle (.tar.gz) nd download swarm nd run swarm nd fork swarm /api/projects/swarm/context /api/projects/swarm/context tests recent small · by kenton · 149 files · 1619792 bytes · 15 downloads · 54 views · updated 2026-10-16

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