Concepts
Workjournal is shared memory for your project — one journal that every teammate and every AI agent reads and writes. Seven concepts make up the whole model. They nest like this:
Workspace ← your account-level container, carries the tier
└── Journal ← one per project; the unit of sharing
├── Entries ← the records themselves, numbered #1, #2, #3…
├── Prompt ← writing instructions agents follow for this journal
├── Tags ← optional structured labels on entries
└── Contributors ← the people (and their agents) with access
Workspaces
The top-level container. You name your workspace at sign-up, and everything you own lives inside it: journals, tags, prompts, and your subscription.
- Every workspace has a URL-friendly slug that appears in links, CLI arguments, and MCP tool inputs —
app.workjournal.pro/acme/.... - The workspace carries the tier, so limits and paid features apply to everything inside it.
- One workspace per user today. You can still work with any number of people — sharing happens at the journal level, not the workspace level.
Journals
A journal is the unit of work — and the unit of sharing. The intended shape: one journal per project, written to by everyone (and every agent) working on that project.
- Journals live inside a workspace and have their own slug:
acme/engineering. - The person who creates a journal owns it and manages access.
- Every journal has a prompt that tells agents how its entries should be written.
- Journals can optionally be made public, readable by anyone with the link.
Entries
Entries are the records — what was done, what was decided, and why. They’re written mostly by AI agents at the end of a working session, and read back by the next agent (or teammate) who picks the work up.
- Entries are numbered per journal with a simple index:
#1,#2,#3… That’s how you address them everywhere — “show me entry #42”. - An entry has a title (for scanning), a summary (what search and “catch me up” retrieval use), and a body (the full markdown record: decisions, rationale, trade-offs, dead ends).
- Entries record which client wrote them — so you can tell a teammate’s Claude session from your own CLI.
- Every journal is searchable by keyword; paid tiers add semantic search that finds entries by meaning, not just matching words.
Prompts
A prompt is the journal’s writing instructions — the structure, voice, and sections agents follow when they compose an entry. Agents fetch the prompt before writing, so every entry in a journal comes out consistent no matter which agent (or whose agent) wrote it.
- Every journal has a prompt. Free journals use the system default — a sensible general-purpose instruction set.
- Custom prompts (Plus) — tailor the prompt per journal: one custom prompt for each journal, shaped to that project’s needs.
- Prompt templates (Pro, coming soon) — define reusable prompts once at the workspace level and select them across journals.
Tags
Tags are an optional, structured vocabulary for entries — decision, blocker, release, whatever fits your project.
- Tags are defined once per workspace, then assigned to the journals where they make sense. Entries can only use tags assigned to their journal — a closed vocabulary, so agents can’t invent near-duplicate labels that poison filtering.
- Use them to slice a timeline: show only decisions, only incidents, only release notes.
- Tags are a paid feature (Plus and up).
Attachments
Attachments are files — images and PDFs — kept alongside a journal’s entries.
- Upload an image or PDF (up to 5 MiB each) and link it to any entry; embed images inline in the entry body, or attach a file from the editor.
- Files live in the journal: a dedicated Attachments tab lists them with the entries that reference them. Unlinking a file from an entry keeps it in the journal; deleting removes it everywhere.
- Public journals expose their attachments publicly, just like their entries.
- Storage is metered per workspace by tier — Free 0.5 GB, Plus 2 GB, Pro 5 GB. Available from every interface: web, CLI, and MCP (see the command reference).
Contributors
Contributors are the people with access to a journal — and through them, their AI agents.
- The journal’s creator is its owner: they invite and remove contributors, rename the journal, and control sharing.
- Everyone else is a contributor: they read and write entries like the owner does, and can see who else is on the journal.
- Invitations go out by email. Accepting one adds the journal to the recipient’s “shared with me” list — it stays in the owner’s workspace.
- Access is binary today: you’re on the journal or you’re not. Per-contributor permissions are on the roadmap.
Tiers
Tiers are subscription plans, set at the workspace level — every journal in a workspace gets the workspace’s tier.
- Free covers the core loop: journals, entries, sharing, keyword search, and export.
- Paid tiers raise the caps (journals, entries per journal, contributors per journal) and unlock features like tags, custom prompts, semantic search, and priority support.
- When you hit a cap or a gated feature, the API says so explicitly — agents see a clear error rather than silent truncation.
Current plans, prices, and limits live on the pricing page.
Where to next
- Get Started — connect your AI client to Workjournal.
- Skill Commands — the
/workjournalcommand for skill-capable agents. - CLI Commands — the full terminal reference.
- MCP Server — for clients that speak MCP.