Celeborn Code

The context your AI agents have been missing.

A small, disciplined memory on disk so AI coding sessions stay light, survive compaction, and keep their place across days or weeks β€” instead of degrading as the context window fills with chatter.

uv tool install git+https://github.com/cloud-dancer-labs/celeborn.git

Free is genuinely complete

The whole engine runs on your machine for $0. You only pay when you want Celeborn Code to carry your context across devices or coordinate a team of agents.

Celeborn Code plan comparison
FeatureFree$0 no accountThe entire local CLI. No account, fully offline.Get started free β†’Most popularPro$8 / seat / moHosted sync across every device, zero setup.Start Pro β†’Team$12 / seat / moEverything in Pro, plus shared, coordinated agents.Start Team β†’EnterpriseCustomSSO, a custom DPA, and self-host support.Contact sales β†’
The local engineFree β€” Python and SQLite only, no account, nothing leaves your machine.
Tiered file memory & auto-rehydration (Orient)βœ“βœ“βœ“βœ“
Per-turn capture + full-text searchβœ“βœ“βœ“βœ“
Local kanban boardβœ“βœ“βœ“βœ“
Token & dollar savings estimateβœ“βœ“βœ“βœ“
Single-tree multi-agent (claim, touches, outbox)βœ“βœ“βœ“βœ“
Every harness adapter (Claude Code Β· Grok Β· Codex)βœ“βœ“βœ“βœ“
git-daemon sync & bring-your-own Supabaseβœ“βœ“βœ“βœ“
Free GitHub App (drift check + thread capture)βœ“βœ“βœ“βœ“
Hosted syncCross-device, real-time, zero-setup β€” the Celeborn Code-hosted backend.
Hosted Supabase sync (cross-device, real-time)β€”βœ“βœ“βœ“
Unlimited projectsβ€”βœ“βœ“βœ“
Rich hosted board at celeborncode.aiβ€”βœ“βœ“βœ“
GitHub App: pull threads into local memoryβ€”βœ“βœ“βœ“
~5 GB / month sync bandwidthβ€”βœ“βœ“βœ“
Team & org
Shared projectsβ€”β€”βœ“βœ“
Org adminβ€”β€”βœ“βœ“
Shared context across the teamβ€”β€”βœ“βœ“
Agent telepathy β€” the multi-agent busβ€”β€”βœ“βœ“
Fleet dashboard across every repoβ€”β€”βœ“βœ“
Enterprise
SSO / SAMLβ€”β€”β€”βœ“
Custom DPA & volume pricingβ€”β€”β€”βœ“
Optional self-host supportβ€”β€”β€”βœ“

Prices are per seat. Team adds shared coordination on top of everything in Pro. Self-hosting on your own Supabase is free.

Built in the open

Every entry below is a real shipped card from Celeborn Code's own task board β€” the same kanban you get on day one. This page is dogfooded all the way down.

    • Settings, on the board

      Board

      A new βš™οΈ Settings page lets you manage Celeborn Code's skills, review the safe auto-allow baseline that cuts permission prompts, and arm a guarded Danger Zone for power users β€” all driven through the audited CLI, never by editing config by hand.

    • Curated skills, kept current

      CLI

      Celeborn Code installs a curated set of Claude Code skills at setup and quietly refreshes them in the background, so your agent's toolkit stays up to date without you babysitting it.

    • One shared board UI

      Board

      The local board and the hosted board now share a single UI package. Every board improvement lands in both places at once, instead of being built twice and drifting apart.

    • Progress bars that pour like sand

      Board

      In-progress cards show a context-derived percent-complete bar that fills with a settling, granular sand animation β€” color-coded green, amber, or red β€” so a single glance at the board tells you the momentum of every card.

    • A little wisdom in the sand

      Board

      Each card's sand bar very subtly embosses an Alan Watts quote that advances as the work progresses. You won't notice it unless you look closely β€” which is the point.

    • A calmer Done column

      Board

      Done is now half-width and collapses long cards to a title with a β€œshow more” toggle, giving the columns that actually matter β€” Doing, To Do, Blocked β€” room to breathe.

    • Remove a project

      Cloud

      You can now remove a project from your hosted board β€” handy when the underlying repo is gone and you want a clean dashboard.

    • Fewer β€œAllow” clicks

      CLI

      An opt-in safe permission baseline pre-approves read-only commands and in-tree file edits, so you stop clicking Allow for ls, grep, git status, and routine writes. Destructive and outward-facing actions still ask, every time.

    • The board stays up

      Board

      The local board now supervises itself and comes back within seconds if it ever drops, instead of going dark in the middle of a session.

    • Codebase graph, zero prompts

      Memory

      Celeborn Code can answer structural questions about your entire codebase β€” call chains, routes, impact, dead code β€” through a pre-approved, never-prompting query surface. No stream of grep and Bash approvals breaking your flow, and your code never leaves your machine.

    • Live hosted board

      Cloud

      The hosted board syncs in real time: edits made on the web reconcile back into your repo's task list, and changes appear without a manual refresh.

    • GitHub App: drift checks & thread ingest

      GitHub

      A new GitHub App posts a non-blocking β€œmemory drift” check on pull requests and captures PR and issue threads into your project journal. Capture is free; pulling threads into local memory is a Pro feature. It never writes your private memory back out to GitHub.

    • Every task gets a Stop condition

      Multi-agent

      Each card now carries a logical β€œclean place to stop.” An agent always knows when it's safe to clear context without losing the thread β€” and the board fills in a sensible default so no card is ever stop-less.

    • Project-qualified task IDs

      Multi-agent

      Tasks are now labeled per project (like CELE-t117), so a fleet of agents working across many repos never confuses one board's cards for another's.

    • Skill Advisor

      CLI

      Celeborn Code coaches your agent on its own workflow β€” recommending tests, review gates, security review, and verification at the right moment β€” and works across Claude Code, Grok, and Codex.

    • Swarm run tracker

      Multi-agent

      celeborn run gives autonomous multi-agent swarms a live heartbeat and a shared blackboard, so one worker's discovery instantly reaches all the others.

    • Self-identifying agents & a savings tally

      Board

      Every file touch and claim is now labeled with which agent and model made it, and the board shows a running total of the tokens and dollars Celeborn Code has saved you.

    • Open-core hardening

      Security

      An install-integrity self-check, a published public contract for the file and CLI formats, and a guiding principle that the server never trusts the client β€” so a tampered local copy can't grant itself a paid tier or read anyone else's data.

    • Fleet dashboard

      Multi-agent

      See live status across every repo at once β€” who's working, who's stuck, and who's idle β€” from a single view.

    • Memory that stays honest

      Memory

      celeborn doctor now flags when your saved notes contradict the repo: a deleted file, a swapped dependency, a renamed module. The trust feature that lets you actually rely on the memory.

    • The $ Wrapped flex card

      CLI

      celeborn flex prints a shareable brag card β€” tokens never re-loaded, restarts avoided, and dollars saved β€” straight from your own usage.

    • Compaction insurance

      Memory

      Panic-save snapshots your project memory the instant the context window is about to be compacted, with a one-command restore. A /clear or a full restart never loses your place.

    • Decision archaeology

      Memory

      celeborn why β€œ<topic>” and celeborn blame <file> surface the decision, its date, and the reasoning from weeks ago β€” your project remembers not just what changed, but why.

    • Multi-agent file touches

      Multi-agent

      Register who's editing which file before a shared edit, so parallel agents see each other coming and don't clobber one another's work.

    • Smart init

      CLI

      celeborn init now reads your repo on first run β€” README, build manifest, git history, top languages β€” to pre-seed its memory in under a minute.

    • Jira integration (beta)

      Cloud

      Connect a Jira project from the board with a guided token setup, and push your Celeborn Code task board to it. Celeborn Code stays the live source of truth; Jira is downstream reporting.

    • Daily standup & changelog

      CLI

      celeborn standup and celeborn changelog generate a mechanical, no-model digest of what shipped β€” pulled from done cards, git commits, and journal entries.

    • Multi-agent kanban

      Multi-agent

      Paste a card's marker into any agent and it claims the work automatically β€” To Do becomes Doing, the owner is set. A per-agent outbox queues work for a specific model.

    • Phases & plans

      CLI

      celeborn plan organizes a body of work into phases with seeded boards, so a long effort has structure instead of a flat pile of cards.

    • The kanban board arrives

      Board

      Celeborn Code's task board ships β€” a local viewer over a markdown source of truth, with drag-and-drop, keyboard shortcuts, fluid animations, and live updates.

    • The tasks engine

      CLI

      The task schema and the celeborn tasks CLI (add, move, edit, show) land. Markdown is the source of truth; the JSON projection is what the board renders.

Celeborn Code β€” memory for your AI coding agents