Starlane

A small operating system around a folder of Markdown notes (an Obsidian-style vault) and Claude Code. It checks your notes, writes you a daily digest, runs scheduled routines, and gives you a roster of read-only specialist agents behind a local dashboard.

It never edits your notes (the one exception is the opt-in git-pull routine, off by default, which updates a vault that is a git checkout). Agents can read; they cannot write, run commands or push anything.

Honest note. This is a personal tool made public, not a framework and not production software. It is stdlib-only Python, a single-user, single-machine design, and it is shared as is, without warranty (see LICENSE). Read docs/security.md before you point it at notes you care about.

The command is starlane (the short form aos does the same, and so does python -m aos; the guides use the latter).

What you get

You can add your own agents (dashboard "New agent", aos agent-new, or a Markdown file) and your own skills. Both are read-only by construction.

Quickstart (5 minutes)

Requirements: Python 3.11 or newer (check with python3 --version; on macOS and Linux the command is usually python3, and some long-term-support systems still ship 3.10). For agents and skills also the Claude Code CLI (claude) on your PATH, logged in. Digest, vault check and dashboard need nothing else.

# 0. Get the code (clone or download it into any folder except ~/starlane, which `aos setup` makes), open a terminal in it and install it
python -m pip install .       # adds the `aos` command; no dependencies. macOS / Linux: python3 -m pip install .

# 1. One folder for your setup: ~/starlane (or the folder in $AOS_HOME). Never overwrites a file.
aos setup                     # config, routines, agents, skills, docs and the demo vault in examples/vault
cd ~/starlane               # work from there; open `claude` there for the guided prompts

# 2. Self-test, then your first digest and vault check
aos doctor
aos digest                    # writes examples/vault/AI/Digest/latest.md (in that folder)

# 3. The dashboard: open the link it prints (http://127.0.0.1:8765/?k=..., the key changes on every start)
aos serve

# 4. Your first agent task (needs the claude CLI)
aos agent research "What are my active projects and when are they due?"

Rather have Claude Code do it? Open claude in the folder of this repository and paste:

Install Starlane from this folder with python -m pip install . (use pipx or a virtual environment if pip refuses it), run aos setup, then aos doctor and aos digest from ~/starlane. Tell me for each step whether it worked, start aos serve and give me the link. Do not change anything outside this folder and ~/starlane.

Good to know:

• pip refuses ("externally-managed-environment")? Recent Debian, Ubuntu and Homebrew Pythons do. Use pipx install . (run pipx ensurepath once if aos is then not found), or a virtual environment (sudo apt install python3-venv first on Debian and Ubuntu): python3 -m venv ~/.venvs/aos && ~/.venvs/aos/bin/python -m pip install ., then run ~/.venvs/aos/bin/aos.
• aos not found after installing? pip printed the folder it put aos in: add that folder to your PATH, or use python -m aos ... with the same Python (every command works that way).
• Working on the code, or just looking? Skip the install and run from the clone: python -m aos doctor (and the other commands, python3 -m aos on macOS and Linux) uses the aos.toml in that folder. That is a different setup than ~/starlane: pick one and stay with it. The guides write commands as python -m aos ...; after pip install they are aos ... (and aos next prints them that way).
• Safe to repeat. aos setup only adds files that are missing and never changes one that exists, edited or not, so running it again after pip install --upgrade . cannot lose anything. For the same reason it does not update files you already have: to see what a new version ships, run aos setup ~/aos-new and compare.
• Another folder? aos setup ~/somewhere makes it there (a new or empty folder, never your notes folder). Then put the option before the command: aos --config ~/somewhere/aos.toml doctor, or set AOS_HOME=~/somewhere once for every command.

The demo vault belongs to a fictional illustrator who gardens, learns Spanish and draws a zine; it is set in week 2026-W41, so on a later date the digest reports the current week note as missing and some tasks as overdue: that is the demo getting old, not a broken setup. Its CLAUDE.md lists more questions it can answer. You can also open Atlas in the dashboard and ask.

aos install-task schedules the routines (every 5 minutes, only routines that are due run). On Windows it registers one task named "Starlane tick" for your user (running it from another folder replaces it; aos uninstall-task removes it); on macOS and Linux it changes nothing and prints two lines for crontab -e. In a clone on Windows, start-dashboard.bat also starts the dashboard, with the clone's own setup.

Use your own notes

When you are ready, point Starlane at your own folder of Markdown notes:

• Existing notes (an Obsidian vault works as is): set [vault] path in aos.toml to that folder. Use / also on Windows; a relative path is relative to aos.toml.
• No notes yet: aos init ~/notes creates a small starter vault, then set [vault] path = "~/notes".

Then run aos doctor again. Note that aos digest writes into the vault: latest.md, a daily archive copy and vault-check.md go into its digest folder ([digest] dir, default AI/Digest). It never touches any other note.

Next: aos next. It shows a checklist of the remaining setup (Obsidian, routines, your own agent, ...) with a ready prompt for Claude Code for each step. The full guide: docs/getting-started.md.

Make it yours

• Your name and language: [user] in aos.toml (name, language). Agents reply in that language.
• Your vault's structure: if your notes use other frontmatter keys, folders or headings (or another language), set [conventions] once instead of renaming notes. See docs/vault-conventions.md.
• Your agents: docs/agents.md. The shipped catalog (agents.toml) has eight; yours go to agents.local.toml and agents/local/, which are git-ignored.
• Your skills: docs/skills.md.

Safety model

• Read-only agents. Tools come from a fixed whitelist: vault (Read, Grep, Glob) or web (WebSearch, WebFetch), never both unless an agent opts in with mixed = true. Anything else is rejected when the file loads.
• Never writes into your notes. The only place the system writes inside the vault is the digest folder (the opt-in git-pull routine is the exception: it runs git pull --rebase there, which updates files to match your remote).
• Whitelisted routines. routines.toml names commands from a fixed list; they run without a shell, with a time limit, a daily cap and a circuit breaker. Risky ones (git pull, Claude, skills) are off by default.
• Local only. The server listens on 127.0.0.1, requires a per-start token, checks Host and Origin, and sends a Content Security Policy with a script nonce.
• Secrets are redacted from tasks and answers before anything is stored or shown.

Details, limits and what this does not protect against: docs/security.md.

Layout

aos/            the code (Python, stdlib only); aos/web/dashboard.html is the whole frontend
agents.toml     shipped agent catalog      agents/    their prompts
skills/         shipped skills             routines.toml  the schedule
aos.toml        your configuration         docs/      guides, architecture, security
examples/       the demo vault, a custom agent   tests/  unittest suite

aos setup makes the same layout (minus the code) in your folder. Run the tests from a clone: python -m unittest discover -s tests -t ..

More: getting started · architecture · design · agents · skills · vault conventions · running on a server · contributing

License

MIT, provided "as is". See LICENSE.