Shape Rotator Cohort · Summer 2026 · Draft — awaiting founder sign-off

SMITHERS

Agent workflows you can build fast and trust — durable multi-agent workflows from a single prompt. Describe the job; your agent builds it; a crash never loses work.

What they're building, who they are, and where each claim comes from — drawn only from the four source tiers below. Program sessions stay internal unless the team approves an excerpt.

POSTER / PITCH stated by the team WEB publicly checkable REGISTRY cohort records AI synthesis — challenge it Pending approval needs founder sign-off
Product
Smithersdurable agent workflows · MIT
Creator
Will Corysolo · previously JJHub
Scale
198,295 npm dl/yr336 GitHub stars · live 07-22
Proof
Aomi /buildSmithers in production
See it
smithers.shlive · checked 07-22
01

The problem

"The AI got good. The tools for long-running work did not." POSTER

Agent work now runs for hours, days, weeks. A process that long will crash, take a wrong turn, or need a human's sign-off — and most tooling answers all three with "start over." POSTER AI

Crashes

The laptop dies at transform 23 of 41 — "the process is gone; the work isn't" is the standard nobody meets. POSTER

Wrong turns

Six files migrated with a deprecated codemod. "Retrying won't help; the bad edits are upstream, already in the code." POSTER

Lost work

Without checkpoints, every resume is a restart from zero. POSTER

02

What is it

"Durable multi-agent workflows from a single prompt." Open source, MIT. POSTER

Their approach in three steps: write a prompt → generate a durable workflow → monitor it. Durability, in their words: "It's why you can order an Uber and put your phone in your pocket. Same for agent work: every step checkpointed." The contract on the poster: "a completed task is never re-executed" — resume skips the 23 done transforms and continues to 41 of 41. POSTER

The live site says it plainly: "Agent workflows with time travel … describe the workflow in plain English and your coding agent builds it — no files written by hand. Then watch every step stream live, and rewind, fork, or replay any run from any point." WEB

03

What it does

The poster's key features, verbatim.

Time travel

"Rewind, fork, replay · git for work." POSTER

Zero config

"Plain English in" — no workflow files written by hand. POSTER

Any model, any harness

"Switch freely" — Claude Code, Codex, OpenClaw, Hermes, "+ 9 more CLI harnesses · kimi, opencode, amp, vibe, forge, …". POSTER

Self-improving

"Optimizes its own prompts." POSTER

100 example workflows

"Every orchestration pattern out there, an example of anything we saw twice" — in the repo's examples/. POSTER

04

How it works

Describe the job; the agent authors the workflow; every step lands in a durable store the process can die around.

Describe

One sentence in chatAny coding agent
The smithers run
Agent authors the workflow · ReactEvery step checkpointed Durable store · runs · nodes · eventsSupervisor + heartbeat
RESUMEfresh VM · same run, same store
REPLAYfinished phases never re-run

The time-travel demo on the poster: a zod v3 → v4 migration across 41 files hits a wrong turn; smithers replay … --frame 35 --restore-vcs rewinds to the frame before the bad transforms — code and run state move together. "One crash · one wrong turn · zero lost work." POSTER

Workflows are authored on top of React — "a mature framework agents are already trained to be really good at using" PITCH. In the default runtime "every transition, attempt, and approval is a SQLite row" WEB; in Aomi's production deployment the smithers store runs on Supabase Postgres as "the single durable truth" POSTER.

05

The numbers

The poster's figures, re-checked live against npm and the GitHub API on 2026-07-22.

198,295
npm downloads, past year · smithers-orchestrator
336
GitHub stars · smithersai/smithers
20
Contributors listed on the repo
100
Example workflows in examples/
The poster prints 196,774 downloads · 335 stars · 17 community contributors; the live 07-22 checks read 198,295 · 336 · 20 listed (the contributors endpoint counts the author too). Every poster figure holds or has grown — the page runs the live numbers. Repo created 2026-01-05; last push 2026-07-22. WEB
06

Who's building it

One creator, full time, with an open-source contributor bench behind him. REGISTRY

Will Cory

Creator · Smithers

"Hi, I'm Will, the creator of Smithers" — his own opener at the cohort's demo-day rehearsal. Top contributor on the repo by three orders of magnitude. The cohort profile lists prior work: Tevm, an EVM toolkit backed by an Ethereum Foundation grant, and Guillotine.

github.com/roninjin10 x.com/fucory
PITCHREGISTRYWEB

The lineage

Previously JJHub

Applied to the cohort as JJHub, a collaborative cloud coding platform; pivoted in week 2 to focus solely on Smithers. jjhub.tech is still live as a legacy product of the same org — "collaborative cloud coding for teams and agents."

jjhub.tech Live · 07-22
REGISTRYWEB
07

Who builds on it

"The OSS community builds on it: multiple third-party UIs, a smithers workflow app store, Kubernetes integrations." POSTER

Aomi /build — Exhibit A

The poster's production case: "one prompt → shipped project." Under Aomi's /build page, every build runs as a durable smithers run — supervisor, heartbeat, replay from the store. "Condensed from Aomi's engine architecture doc." POSTER Confirm name use

The awesome list

Six named community projects on the poster — Burns, Ralphinho, Cairo Coder, Agentix, Local Isolated Ralph, VibeAudit — curated at smithersai/awesome-smithers. POSTER WEB

elizaOS

The public cohort profile lists "adoption by elizaOS as a workflow engine" among Smithers' traction. Stated there only; not repeated on the team's own poster. REGISTRY Confirm

08

What's next

From the poster's what's-next panel.

Forward-deployed

"Smithers in real businesses, one workflow at a time." POSTER

Design partners

The ask, verbatim: "Do you know anybody looking to automate their business with workflows?" POSTER

Open source, always

Free and MIT stays the model; the pitch frames enterprise integration as "the last mile." PITCH Pending approval

09

In their own words

How Will tells it — from the cohort's mock demo day rehearsal, 2026-07-17, lightly punctuated from a live transcript.

"A completed task is never re-executed." The durability contract, as printed on the team's cohort poster POSTER

"Smithers makes agent workflows reliable. You build them by simply describing them in human language. They run for days or weeks, survive crashes, pause for a human sign-off, and improve the more you use them — and they never lose work."

PITCHPending approval

"The plumbing is more work than the idea. Smithers ships the plumbing as the framework — durability, retries, approvals, observability, all built in. And you don't write the workflows. Agents write them. You just describe the job; your agent builds it."

PITCHPending approval

"The right way to build agents changes every six months. Frameworks built for today's meta will die with it. But Smithers doesn't change. Workflow automation was already big before agents — after agents, it's only going to get bigger."

PITCHPending approval

"The vast majority of users who use Smithers never churn. They report it being one of their biggest unlocks in their agentic journey — up there with releases like Claude 3.5. They report bugs rather than quietly churning."

PITCHPending approval
10

Try it & links

"Ask any agent to read smithers.sh and install the smithers plugins and skill." POSTER

SurfaceWhereSource
Websitesmithers.sh — "Agent workflows with time travel"WEB Live · 07-22
Docssmithers.sh/guide/get-startedbunx smithers-orchestrator initWEB Live · 07-22
GitHubgithub.com/smithersai/smithers — MIT · 336 stars · pushed 07-22WEB Live · 07-22
npmsmithers-orchestrator — 198,295 downloads, past yearWEB Live · 07-22
Ecosystemsmithersai/awesome-smithers — the full curated listPOSTER Live · 07-22
Xx.com/fucory — the creator's handleREGISTRY
Demo videoDemo-day video on file with the cohort (2026-07-22)TEAM
Contactwill@smithers.shPOSTER Confirm preferred
Hosted demo link
The cohort's demo-day links sheet has no Smithers row yet — the video exists only as a file on record. Add the hosted URL when the team publishes one.
11

Provenance ledger

Every load-bearing claim and where it comes from; decisions live in §12.

ClaimComes fromTierStatus
One-liner, problem framing, features, durability contract, time-travel demoCohort poster, July 2026POSTERTeam's own artifact
Will Cory, solo creator; demo-day presenterCohort registry; his own pitch opener; top contributor on the public repoREGISTRY WEBCorroborated
Public numbers (downloads, stars, contributors)Poster figures re-checked against api.npmjs.org and api.github.com, 2026-07-22POSTER WEBVerified live
Open source · MITPoster header; repo license field, checked 07-22POSTER WEBVerified live
Aomi /build production deployment (Exhibit A)Poster — names a cohort peer and quotes its engine doc; not independently checkedPOSTERConfirm name use
elizaOS adoptionPublic cohort team profile only; not on the team's poster or siteREGISTRYConfirm
Prior work (Tevm, EF grant; Guillotine)Public cohort team profile; star counts there not re-checked, so left off the pageREGISTRYSelf-reported — confirm
JJHub lineage (applied as JJHub, week-2 pivot; legacy site)Cohort records; jjhub.tech fetched 2026-07-22REGISTRY WEBVerified live
Links (site, docs, repo, npm, awesome list)Poster + registry, all live-checked 2026-07-22REGISTRY WEBAll live
Pitch excerpts (§09)Mock demo day rehearsal, 2026-07-17; lightly punctuated, two ASR garbles decoded in a hover notePITCHPending approval
Demo videoTeam's demo-day asset on file, 2026-07-22; no hosted link in the cohort's links sheetTEAMOn file
12

Founder review

Five things before this page goes public.

The cohort peers named — keep both?Aomi's /build is your poster's Exhibit A, so the page follows the poster; the elizaOS line comes from the public cohort profile only. Strike either and it comes off.
Open
Contact and handles, listed right?will@smithers.sh from the poster; github.com/roninjin10 and x.com/fucory from cohort records. Confirm these are the ones you want public.
Open
The pitch excerpts in §09 — approve all four?Including the retention line and the Claude 3.5 comparison. Each is lightly punctuated from the 07-17 rehearsal transcript; two garbles are decoded in a hover note.
Open
Live numbers over poster numbers — OK?The page shows 198,295 downloads · 336 stars · 20 contributors as fetched 07-22 where your poster prints 196,774 · 335 · 17. Say the word and it reverts to the poster's figures.
Open
Anything you'd cut or fix?Likely spots are marked "Pending approval": the pitch excerpts, the enterprise last-mile framing, the contact email.
Open