AI made drafts cheap. Feedback is still scattered across your team.
Spuree Creative Engine · working notes · Claude Code / Codex / OpenClaw
Abstract
Creative Engine pulls client notes into one shared, searchable place your agent reads from Claude Code, Codex, or OpenClaw, then drafts the next version, shares it for review, and stores every approval as brand memory.
01 — The problem
The AI workflow breaks right after generation.
Generation is the easy part. What follows is scattered between your team and your clients — and invisible to your agent.
L1.Drafts get dumped into Slack, email, or Telegram.
L2.Account managers turn into feedback couriers — and every round re-litigates decisions the client already signed off.
L3.Revisions lose the context of what was actually asked.
L4.Your agent can't read any of it — not from Claude Code, Codex, or OpenClaw.
L5.So the next draft makes the same mistake again.
02 — The loop · method
A review loop your agent can actually learn from.
Six steps, one compounding cycle. Every approval feeds the memory your agent reads, so each pass through the loop starts further ahead than the last.
Generate
Your agent drafts from project context and brand memory — right from Claude Code, Codex, or OpenClaw.
Share
One client-safe review link. Not a Slack thread, an email chain, or an attachment.
Comment
Clients and teammates pin feedback directly on the asset — nothing left in someone's memory.
Revise
The agent turns comments into the next version, with the full context of what was asked.
Approve
Every sign-off updates that client's brand and canon memory, automatically.
Reuse
The next draft starts from what's approved. The same mistake never ships twice.
03 — Why it wins · comparison
Not a chat thread. Not a git repo. A client-facing creative system.
A chat window can produce a draft, and a repo can store it. The system around them — review, sign-off, memory per client — is what your clients actually pay for.
A repo of markdown files
> draft the spring hero, warm tones
Here’s a first draft…
> which version did the client see?
stores output — …but clients don't open pull requests.
Creative Engine
Every draft goes out as one client-safe review link, every pinned comment drives a revision, every approval becomes brand and canon memory your agent reads before the next draft — and every client gets its own memory, compounding separately. The version that ships is never in question.
04 — Use cases · applications
Built for creative work that needs approval.
Anywhere AI output meets a client sign-off, the loop applies — and the memory compounds.
A.1Brand campaign assets
Every sign-off locks brand rules into memory before the campaign ships.
A.2Social and ad creative
High volume, fast turnaround — and no client note repeated twice.
A.3Product imagery revisions
Every retouch note goes straight to the agent, with full context.
05 — Why we built it · field notes
“The agent drafts in seconds — then the approval crawls through Slack for a week.”
“Nothing a client signs off on should ever need saying twice.”
06 — Get started · conclusion
Show clients the work. Let every approval compound.
One loop from AI draft to client sign-off — and every approval becomes memory your agent starts from next time.