scienceswarm-getting-started
Help users install, configure, and run ScienceSwarm.
Skill by slowloris-98
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: backend
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/scienceswarm-getting-started
What's inside
- Skill name
scienceswarm-getting-started- Description
- Help users install, configure, and run ScienceSwarm. Use when someone asks how to set up ScienceSwarm, run the dev server, connect services, or troubleshoot first-run issues.
- License
- MIT
- Instructions
- 55 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# ScienceSwarm — Getting Started
## What is ScienceSwarm?
ScienceSwarm is an open-source research workbench that combines:
- A **study dashboard** for managing research studies
- A **Second Brain** (wiki + RAG + memory) for capturing and retrieving knowledge
- A **Research Radar** for daily personalized briefings from arXiv, bioRxiv, etc.
- An **agent layer** (OpenHands / OpenClaw) for automated research tasks
## Installation
See [README.md](../../../../README.md) → Getting Started for user install. The installer seeds `.env` from `.env.example`, checks for Docker + Ollama, and prints the URL to finish configuration in `/setup`.
## Running
- `./start.sh` — starts all available services + frontend at `https://localhost:${FRONTEND_PORT:-3001}` by default
- `npm run dev` — frontend only
`start.sh` auto-detects and starts:
- **OpenHands** (Docker agent at `http://localhost:${OPENHANDS_PORT:-3000}`) — if Docker is available
- **OpenClaw gateway** — if the `openclaw` CLI is installed
- **Next.js frontend** defaults to HTTPS at `https://127.0.0.1:${FRONTEND_PORT:-3001}` when `FRONTEND_USE_HTTPS=true` (default).
## Key Environment Variables
| Variable | Purpose |
|---|---|
| `OPENAI_API_KEY` | Optional cloud fallback for hosted LLM features. |
| `FRONTEND_USE_HTTPS` | Set to `false` to serve ScienceSwarm over HTTP locally. |
| `OPENHANDS_URL` | OpenHands agent URL (default: `http://localhost:3000`) |
| `BRAIN_ROOT` | Second Brain data directory (default: `${SCIENCESWARM_DIR:-~/.scienceswarm}/brain`) |
| `TELEGRAM_BOT_TOKEN` | Enables Telegram capture + radar via bot |
| `LLM_MODEL` | Optional model override for agent tasks; the repo does not set it in `.env.example` |
## Health Check
Visit `https://localhost:${FRONTEND_PORT:-3001}/api/health` to see which services are connected:
- `openclaw`: connected/disconnected
- `openhands`: connected/disconnected
- `ollama`: connected/disconnected (local LLM)
- `openai`: configured/missing
## Common Issues
- **"No OPENAI_API_KEY"**: Open `https://localhost:${FRONTEND_PORT:-3001}/setup` or add the key to `.env`
- **OpenHands won't start**: Check Docker is running (`docker info`)
- **Port in use**: Override with `FRONTEND_PORT=<port>` (or `PORT`) in `.env`
- **OpenClaw unhealthy**: Run `openclaw doctor --fix` then `openclaw gateway --force`
## Quality Check
Run `npm run quality` to verify the build, lint, types, and tests all pass.From slowloris-98/scienceswarm, MIT.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Apr 27, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/slowloris-98/scienceswarm
- Website
- scienceswarm.ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
scienceswarm-getting-started skill. Agent Mart. https://agentmart.dev/skills/slowloris-98-scienceswarm-getting-started (last updated 2026-10-24)