factcircuit
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
Find local civic intelligence by person, organization, issue, and place.
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Atlas is a source-linked civic discovery platform for finding people, organizations, and initiatives working on public problems throughout the country.
Taken from the repository README
Loading the full README. The saved excerpt is shown below.
A public, source-linked directory of civic actors and the work they do in the
United States.
Atlas helps users search by place, issue, organization, person, initiative, or
civic concern to find who is working on public problems throughout the country.
It connects each record to public sources, so researchers, journalists,
organizers, developers, and residents can inspect the evidence before using the
information.
Visit Atlas at atlas.rebuildingus.org.Read the full README ↗A public, source-linked directory of civic actors and the work they do in the United States.
Atlas helps users search by place, issue, organization, person, initiative, or civic concern to find who is working on public problems throughout the country. It connects each record to public sources, so researchers, journalists, organizers, developers, and residents can inspect the evidence before using the information.
Visit Atlas at atlas.rebuildingus.org.
Public-interest work is everywhere, but it is hard to find. Useful information is split across local news, organization websites, public meetings, nonprofit directories, government records, research reports, podcasts, campaign pages, and other public sources.
Atlas turns that scattered information into records that can be searched, filtered, reviewed, corrected, exported, and used through an API. A profile is useful only when it shows the actor, the place, the issue context, and the source evidence clearly enough for a human to decide what to do next.
The public map is the center of the project. Hosted and workspace features should strengthen that public civic discovery experience, not replace it.
The usage docs are published at atlas.rebuildingus.org/docs. Start there if you want to browse Atlas, understand the data model, use the API, connect an AI assistant, run Scout, or self-host an instance.
| Need | Public Docs |
|---|---|
| Understand the product | Platform overview |
| Browse the public directory | Browse walkthrough |
| Interpret sources and confidence | Trust and provenance |
| Use the API | API guide |
| Connect MCP or agents | MCP overview |
| Run Scout | Scout overview |
| Self-host Atlas | Self-hosting guide |
Use the repo docs when you are setting up a development environment, changing code, reviewing architecture, or checking project standards.
| Need | Repo Docs |
|---|---|
| Run the project locally | Getting Started |
| Understand the codebase | Project Structure |
| Follow the development workflow | Development Workflow |
| Understand architecture | Architecture |
| Follow code and docs standards | Standards |
If you edit the public docs site, validate it from the repo root:
pnpm docs:validate
Prerequisites: Python 3.12+, Node.js 24.18+ in the Node 24 release line, Corepack/pnpm, Git, and Make. See full prerequisites.
git clone https://github.com/RebuildingAmerica/atlas.git
cd atlas
make setup
pnpm dev
| Service | Local URL |
|---|---|
| App | https://atlas.localhost |
| API | https://api.atlas.localhost |
| API docs | https://atlas.localhost/docs/api |
The local stack uses Portless for stable HTTPS URLs. The development docs include app-only and API-only commands for environments where running the full stack is not the right first step.
| Path | Purpose |
|---|---|
app/ | TanStack Start + React app for public discovery and workspace surfaces |
api/ | FastAPI service, catalog domains, discovery jobs, and public API |
scout/ | Local discovery CLI and review/sync workflow |
libs/ | Shared Python models, taxonomy, and discovery engine primitives |
mintlify/ | Source for the public docs site |
docs/ | Contributor, architecture, product, deployment, and standards docs |
Contributors are welcome. Atlas is developed like civic infrastructure: changes should be source-conscious, easy to verify, respectful of the people represented in the directory, and useful to someone trying to understand public work.
Start with CONTRIBUTORS.md for contribution guidance.
Atlas is released under the MIT License. You may use, copy, modify, merge, publish, distribute, sublicense, and sell copies of the software, subject to the terms in LICENSE.