MELAIHUB

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Your application is under review. Founders will promote you to full member once accepted — you'll get an email. For now: explore the Dashboard, Notebook, and Guide.
MELAIHUB
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member
Community
Stack Guide

Welcome back, --

Here is what is happening across the hub. Your actions, your projects, and the community pulse -- all in one place.

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My Open Actions
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My Done
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My Projects
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Community
Live bindings · what’s wired up right now
TG Telegram groupHermes ingests ideas → PDFs → NB NotebookLMQuery the roadmap + proposals → PDF Research PDFsDrive-backed proposals → WS Next workshop317/480 Collins · RSVP →
My Actions

Your tasks.

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My Projects

Your work.

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All Projects

What the hub is building.

Browse the living-lab portfolio by human need, capability, and status. Click any project to open the workspace.

Sort by:
Recommended for you
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Workbench

Deep dive on one thing.

Pick a project — see team, actions, deadlines, decisions, comments, and linked research side by side. Ask about it in NotebookLM with one click.

Ask NotebookLM →
Pick a project above to load its workbench.
Personal Notebook

Your thoughts.

A private scratchpad for ideas, meeting notes, and reflections.

Auto-save · local

Every keystroke saves to your browser within half a second. If you close the tab, it's still here next time you sign in on this device.

Optional · cloud

Hit Sync to Cloud to push your notes onto your member record. They follow you between devices, but the cloud copy only updates when you press the button — local is the source of truth.

Privacy

Your notes are stored on your mah_members.metadata.notebook row, RLS-keyed to your email. Other members cannot see them. Founders with service-role access could in principle — treat this as private but not encrypted-at-rest.

When to use

Drafts before posting in Telegram. Notes from a workshop. Lists you'll come back to. Things you'd rather keep out of Google Docs.

0 characters · Saved locally
Messages

Talk to the hub, or to a member.

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Founders post approved internal updates here.

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Live conversation
For real-time chat, the community lives in the MAH Telegram group. Email hello@melbourneaihub.com.au for anything private.

The unmoderated pulse — every event, outcome, shipped action, published artefact, and verified certification across the Hub.

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MAH Builder
Generate, preview, publish, then place apps into projects
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Dev Mode Prime

Member universes.

Each active member can keep a public-in-the-hub dev space: climate, focus, AI hub links, Builder apps, and preview branches.

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Research

Community proposals & PDFs.

Research projects with a linked PDF. Hermes ingests proposals from the Telegram group and partner submissions. Open any proposal in Drive for the full document.

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Total proposals
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NAIC Assessment · Auto-reviewed weekly

AI Opportunity Matrix

Every MAH project scored against the National AI Centre's Identify Opportunities framework. Volume, repetitiveness, data availability, error tolerance, and current cost — five criteria that predict where AI adds the most value.

Fit ↓
Impact →
Low AI Fit (5–14)
High AI Fit (15–25)
High Impact
🟠 Fix the Process First
VASCUSCANA 12
🟢 Priority AI Opportunities
GEO-3B 21 ANOMALYSHI 20 FIRE 18 BLOOMSHIEL 18 🔄 FROSTSCANA 18 🔄 ORCHARDFIR 18 DIET 17 NRG 14 DEX 13
Low Impact
⚪ Deprioritise
WEB 11 PARTNERSHI 11 🔄 MELBOURNE- 11 🔄 FIT 10 WS 8
🟡 Quick Wins
FPRINT 20 BEAN 19 SORT 19 CAF 19 BEAN-BREW 18 ACNM 15 🔄 AI-INT 15 🔄 SYN 15 🔄 B44 15 REVIEW 15 VLAB 13 FIREBOT 13
← Low AI Fit (5–14)
High AI Fit (15–25) →
Framework

Scoring Criteria

Each project is scored 1–5 on five dimensions. AI Fit = sum of all five. Business Impact is a separate strategic judgement. NAIC — Identify Opportunities

Volume
1 Rare · 2–3 Weekly · 4–5 Constant
Repetitiveness
1 Varies · 2–3 Some patterns · 4–5 Consistent
Data Availability
1 None · 2–3 Partial · 4–5 Rich
Error Tolerance
1 Catastrophic · 2–3 Moderate · 4–5 Easy fix
Current Cost
1 Low cost · 2–3 Moderate · 4–5 High cost
Detailed breakdown

All Projects (27)

Project V R D E C Fit Impact Quadrant
MAH-GEO-3B4453521HighPriority
MAH-FPRINT4544320LowQuick Win
MAH-ANOMALYSHI4453420HighPriority
MAH-BEAN3445319LowQuick Win
MAH-SORT4534319LowQuick Win
MAH-CAF4435319LowQuick Win
MAH-FIRE4442418HighPriority
MAH-BLOOMSHIEL 🔄4442418HighPriority
MAH-FROSTSCANA 🔄4442418HighPriority
MAH-ORCHARDFIR4442418HighPriority
MAH-BEAN-BREW3445218LowQuick Win
MAH-DIET3344317HighPriority
MAH-ACNM 🔄3333315MediumQuick Win
MAH-AI-INT 🔄3333315MediumQuick Win
MAH-SYN 🔄3334215LowQuick Win
MAH-B443334215LowQuick Win
MAH-REVIEW2344215LowQuick Win
MAH-NRG2332414HighPriority
MAH-DEX2322413HighPriority
MAH-VLAB2234213LowQuick Win
MAH-FIREBOT2225213LowQuick Win
MAH-VASCUSCANA2231412HighFix First
MAH-WEB2223211MediumDeprioritise
MAH-PARTNERSHI 🔄2223211LowDeprioritise
MAH-MELBOURNE- 🔄2223211LowDeprioritise
MAH-FIT1114310LowDeprioritise
MAH-WS111328LowDeprioritise
V = Volume · R = Repetitiveness · D = Data Availability · E = Error Tolerance · C = Current Cost · AI Fit = V+R+D+E+C (max 25)
🔄 = Auto-scored — manual review recommended
Framework: National AI Centre — Identify Opportunities
Auto-reviewed weekly via MAH-REVIEW
Learning

Your learning state.

Calibration, slide decks, and your stack-setup pillar progress in one place. Tracks ship in Phase 2.

New · Member mini-game
Turing Test — Quick Match
Sixty seconds. One stranger. We'll match you with another MAH member — or with an AI playing one. At the end, a single guess: human or bot?
Play now → Members only. ~1 min per round.
Readiness Check
Open the Learning tab to load your calibration status…
Your Stack Setup
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Slide decks
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Founders crash course
Two paths. Most new founders should start with Path A — bring up your own stack first — then come back for Path B once you understand the shape.
Path A · Recommended · Available now
Build your own stack
Your own GitHub repo, your own Supabase project, your own live URL — all on free tiers. ~1 hour, $0, no credit card, no terminal needed. "Use this template" on the mah-stack-starter repo, connect Cloudflare Pages, deploy. The 10-chapter handbook walks through every step.
Open the handbook (PDF) → mah-stack-starter on GitHub →
When you're done, see chapter 08 to request Tier 2 access (write rights on this repo). The AI assessor for that gate is coming once the OpenRouter / Ollama Cloud wiring lands; until then it's a manual review.
Path B · Available now
Contribute to MAH F&W
The 74-page handbook for getting write access to melbourneaihub.com.au itself — GitHub access, local setup, Claude Code, Cursor, first PR end-to-end, do-not-touch surfaces, OpenRouter, virtual servers, the shared dev URL.
Open handbook PDF (74 pages) → Open slide deck →
Tracks
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Sciences & tools
The Hub's working premise is to apply AI alongside the sciences to solve real-world problems. These domain tools are the practical toolbelt — members-only, but every tool has a stable URL so any project page can link to or embed it.
Chemistry
Periodic table — all 118 elements
Click-to-detail, electron shells, search + category filter. Opens inline — you stay in the members area.
Open inline →
Physics · Biology · ML · Materials · Climate
More tools as projects need them
A project working on AI for drug discovery gets a chemistry toolbelt. AI for weather, a climate one. AI for biology, a protein viewer. Each tool ships once, every project after benefits.
Skills

Community capability matrix.

Declared skills across the hub. Each member can tag themselves; founders can update theirs via Telegram command or master sheet edit. If a skill you need isn't here yet, ask in the Telegram group.

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Your Profile

How you show up on MAH.

This info appears on the public roster (unless you opt out below). Update anything you like — save applies instantly.

Click the avatar to upload PNG / JPG / WEBP / GIF up to 5MB.
Preferences
Member Guide

How MAH actually works.

Melbourne AI Hub is a founder-led AI workshop for Melbourne builders, operators, and sponsors. We build small AI tools in public, publish what fails, and meet on Tuesdays. This guide walks you through the eight things every member uses — read it once, and you'll know where everything lives.

01

Set up your profile.

You signed in with Google, so we already know your name + email. The rest is yours: avatar, role, focus area, skills, bio, location, links. Two minutes here is the difference between an empty seat on the roster and a person another member can actually find.

Privacy. The roster is members-only. If you'd rather not appear, untick "Appear on the public community roster" on your profile — you stay in the directory but your name doesn't surface anywhere external.

02

Find your people, then talk to them.

The Members & Skills directory is the inner ring of MAH — every active member, their role, focus, and declared skills. Click any row to see the full profile. From the profile card, hit "Message this member →" to start a direct message.

Direct messages live in the Messages tab under the "Direct messages" sub-tab. They're private to the two of you (RLS-enforced). For broadcast announcements from the founders, switch to the "Hub feed" sub-tab.

For real-time, many-to-many chat: the MAH Telegram group is still the live conversation channel.

03

Bring an idea — the Hermes bot is listening.

In the Telegram group, just describe a research idea or project the way you'd describe it to a friend. The MAH Hermes bot listens passively and, when it spots a proposal, extracts it into a PDF and queues it for the founder team. You don't fill in a form. You don't title anything. You just talk.

Behind the scenes, founders run mah research hermes-fetch to pull queued PDFs into Google Drive + this dashboard's Research tab. Your name is on it.

Open Telegram group →
04

Commitments turn into actions automatically.

Say "I'll handle X by Friday" in Telegram and Hermes auto-creates an action row tagged with your name. Your live list of open and recent actions lives on the Dashboard tab. The full master sheet (12 tabs of MAH operations) is shared with founders read/write — ask if you need access.

05

Show up — Tuesdays + the May workshop.

Tuesdays are the standing rhythm: we workshop one tool, one idea, one decision, in person at 317/480 Collins. Major workshops (next: May 22–23) run three sessions — AI for Operators (free livestream), Building your AI OS, and Starting an AI agency (VIP).

Take the 5-minute readiness assessment first; the Day 1 agenda is tailored to the room's level.

May workshop info →
06

Use the Notebook for thinking out loud.

The Notebook tab is your private scratchpad. Auto-saves to the browser as you type, optionally syncs to your member record so it follows you between devices. Other members cannot see it. Use it for: workshop notes, draft responses before posting in Telegram, lists of things you keep meaning to do.

07

Trust comes from the Open Ledger.

Every dollar MAH spends — venue, infra, partnerships, refreshments — is published on the transparency page. So is every project status change, every retraction, every internal decision worth a note. The right rail of this dashboard ("Open Ledger") shows the live MAH-table feed: drafts, projects, comments, members.

It's not a brag — it's a discipline. If we drop something, you can see it. If we change a number, you can see when and why.

Public transparency page →
08

Ask the roadmap directly.

All proposals and the Master Operations Roadmap live in a shared NotebookLM notebook. Use your Workspace account to ask it anything: "What's the plan for the workshop?" · "Which projects involve CV?" · "What did we commit to last week?" The notebook is grounded in MAH's actual files, so the answers cite real source.

Open NotebookLM →
09

Founder Ops — admissions, costs, drafts, release lab.

Founder-only. Admissions promotes / declines applicants. Costs is the spend ledger before it lands on the public transparency page. Drafts is where internal posts get authored and approved before they show up in the Hub feed. Release Lab is the artifact-style planning surface for public-page changes — concept catalogue + ideas + discussion.

Under the hood
Stack
· Telegram (MAH group) → Hermes bot (F&W server)
· → Supabase (auth, members, actions, drafts, comments, dms)
· → Google Sheets (Master Operations Roadmap — 12 tabs)
· → Google Drive (PDFs, research artifacts, Obsidian mirror)
· → NotebookLM (AI chat over the roadmap + research proposals)
· → This dashboard (live reads from all of the above)
Content Workbench

Newsletters, drafts, and published assets.

Author email newsletters in the browser; the AI news pipeline (mah newsletter draft) still writes its own drafts here. Founders approve, then broadcast goes out via AWS SES.

Past newsletters
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AI engine path (CLI)
For an AI-synthesised draft (9 sources via GLM-5.1:cloud), run mah newsletter draft on the Mac. Then mah newsletter approve <id> and mah newsletter send <id>. Manual drafts authored above land in Founder Ops → Drafts; approve there.
Roadmap & Milestones

What we’re aiming at.

Milestones feed the public transparency page — everything on track, at risk, or shipped lives here first.

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Workshops & Events

The physical calendar.

Upcoming workshops, meetups and working sessions at 317/480 Collins Street. RSVP so the team knows to expect you — caterers + seating.

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Due Diligence

The network + the submissions.

Network: a force-directed view of members, projects, outcomes and tools — click any node for a dossier. Submissions: every assessment row, filterable by intent.

Release Lab

Plan how the hub ships.

Work lives in ClickUp + the GWS Sheet — this is where you sequence it, see what landed last week, and edit architecture flows in-place. Pick a tab below.

Projects with a ClickUp list seeded. Open in ClickUp or the project rail.
ClickUp workspace GWS Drive Supabase
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Open actions, tagged with a release lane
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Released in the last 14 days
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Upcoming · next 14 days · GCal
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Gmail · threads per project
Pending fanout-gmail-labels worker (see docs/internal/FANOUT-GMAIL-LABELS.md). Will show recent Gmail threads labelled MAH/<project_code>.
Architecture flows · Figma · 13 diagrams
Open in Figma →
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Founders added as editors edit in-place. Others see view-only. No SSO — uses your existing Figma session in this browser.

Founder Ops

Run the hub.

Admissions, costs, content, and system pulse. Promote, decline and archive route through SECURITY DEFINER RPCs and write a row to mah_admin_actions. Reopen and review notes are direct edits to mah_members and are not currently audited.

Founder Ops / Overview
Founder Ops · Overview
Live snapshot of admissions, learning, projects, drafts, costs and pulse. Each card jumps to the relevant surface — no data is edited here.
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Applicants & assessments
Newest first. Promote → status active. Decline → status declined. Archive → status archived. Notes saved to mah_members.metadata.review_notes.
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Workshop registrations
Live feed from mah_registrations. Resend the confirmation, promote a VIP into the member portal, or mark a refund. Newest first.
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VIP signups
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Paid (AUD)
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Planned (AUD)
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Line items
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Categories
Ledger
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Public transparency mirror

Rows with status planned or paid are visible to anon on /transparency.html. Use status only — pricing nuance lives in notes.

Content drafts
Email · LinkedIn · internal broadcast. Approved internal posts surface in the Messages tab for members and founders. v1 is editor + approval only — no send.
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Live triggers — GWS digests
Generates a Google Doc transcript of today's Telegram traffic into the configured GWS Drive folder. Idempotent — re-running for the same day returns the existing doc URL.

                    
Live triggers — GWS sheets mirror
Refreshes the "MAH — Living Mirror" Google Sheet in the Shared Drive (Members / Projects / Actions / Apps / Dev Spaces / Metrics tabs). Reserves three append-only tabs (Plans / Goals / Ideas) for the conversation extractor.

                    
Live triggers — Archive a conversation
Paste a Claude Code session log, Telegram thread, or any conversation. GLM-5.1 extracts plans / goals / ideas → appended to the Living Mirror Sheet, summarised in a new Google Doc.

                    

Reference commands. Run them in your terminal — nothing here triggers execution from the browser.

System Pulse
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Build · Connect · Launch

Melbourne AI Hub is a dedicated workspace for AI builders. We back the people doing serious work — research, product, ventures — and give them the surfaces, the corpus, and the credit trail to ship.

LinkedIn · hello@melbourneaihub.com.au · Team
317/480 Collins Street, Melbourne VIC 3000
Built with Claude Code. Data from Supabase.