How to build software with agents that don't remember anything.
Project description
Living Projects
How to build software with agents that don't remember anything.
Living Projects is a small set of files and skills that lets a project remember itself across sessions, so the agent picks up where you left off and you stop carrying the project in your head.
I built this after a year of building Levelang across more than a hundred Claude Code sessions, where every session began with the same warmup of retyping context and re-explaining decisions. The full argument is in MANIFESTO.md.
Quickstart
Install into a new or existing project directory:
uvx living-projects init
The installer asks for the project name and your name, refuses to overwrite existing state on disk, and writes the substrate skeleton to .product/, .claude/, and .living-project/. uvx resolves and runs the latest release from PyPI in an ephemeral environment — no clone, no global Python footprint, no install to remember.
For non-interactive runs:
uvx living-projects init --project-name myproject --principal "My Name"
After init, three moves get the project remembering:
- Open
.product/context/and fill in the stub files. Start withprincipal.md,product.md, andprinciples.md— they shape every recommendation the substrate makes after that. Most files are short. - Open the directory in Claude Code and run
/planfor a tactical recommendation on what to work on first. - Run
/statusany time for a quick orientation.
What ships with init
Eleven skills land as slash commands in Claude Code:
/plan— tactical recommendation on what to work on next./status— lightweight dashboard of git state, backlog, decisions, and freshness./backlog— add, update, list, close, and archive backlog items./decide— capture an architectural or product decision./research— web research that produces a sourced brief./draft— draft prose in the project's voice./refine— refine existing prose against the project's voice rules./audit— deep self-assessment of project state, producing a persistent artifact./review— review the history and current state of a specific scope./retro— activity summary across a time window./close— session close-out: archive completed items, journal work, verify git state.
Plus two rules the agent reads:
bash-commands.md— shell conventions (nocd, no;outside control flow keywords, one construct per call).session-init.md— what the agent reads first when a session begins.
What's not here yet
v0.1 ships the install path and the skills. The following are explicit follow-ups, not omissions:
- Retrieval substrate — opt-in
enable-retrievalfor embedding-based recall over.product/. Deferred to v0.2 (DEC-006). updatesubcommand — propagate substrate changes into existing installs without overwriting your customizations.- Brand-asset pack — separate skill pack for projects that need style asset management.
- Onboarding skills — guided first-session experiences that walk you through the stub context files.
doctorhealth checks beyond presence — v0.1 only verifies the four substrate paths exist.
Where to look around
- MANIFESTO.md — the longer argument: why this exists and what it's trying to do.
- .product/ — the substrate dogfooding itself. Worked example of what a filled-in
.product/looks like. - .claude/ — the skills and rules that ship with init, in source form.
- Backlog — what's open, what's deferred, what's been archived.
- Decisions — the architectural calls and why they were made.
If something breaks or feels wrong, the issue tracker is the right place. The substrate is new in public, and the install path has not yet seen wide use.
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