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---
created: 2026-06-27 12:17
modified: 2026-06-27 12:17
type: note
tags:
- ai
- ai-agents
- tool
- tools
aliases: []
---
# [[Tools to try with AI]]
| Repository / Project Name | GitHub Repository URL | Description |
| :--- | :--- | :--- |
| **OpenMontage** | [calesthio/OpenMontage](https://github.com) | Text-to-video AI editor |
| **codebase-memory-mcp** | [DeusData/codebase-memory-mcp](https://github.com) | Agent context memory |
| **timesfm** | [google-research/timesfm](https://github.com) | Time-series forecasting model |
| **Zapier MCP** | [zapier/zapier-mcp](https://github.com) | App integration gateway |
| **peerd** | [notasithlord/peerd](https://github.com) | Local browser agent |
| **FluidVoice** | [altic-dev/FluidVoice](https://github.com) | Local dictation tool |
| **birdclaw** | [steipete/birdclaw](https://github.com) | Clean X reader |
| **worldmonitor** | [koala73/worldmonitor](https://github.com) | Global event dashboard |
| **penpot** | [penpot/penpot](https://github.com) | Open-source Figma alternative |
| **voicebox** | [jamiepine/voicebox](https://github.com) | Local voice cloner |
| **system_prompts_leaks** | [asgeirtj/system_prompts_leaks](https://github.com) | AI prompt repository |
| **Agent-Reach** | [Panniantong/agent-reach](https://github.com) | Social media connector |

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@@ -33,7 +33,8 @@ An Aldi-style, curated, low-SKU electronics and component marketplace utilizing
* **Picking Logic:** Uniform suction-cup end-effectors pull pre-packed items and drop them into a centralized linear conveyor loop moving past the cells.
## Shipping & Packaging Optimization
* **Skin-Packaging:** Items are vacuum-sealed flat using a Skin Packaging Machine onto 1mm rigid cardboard backings to prevent clustering or bulging.
* **Skin-Packaging:** Items are vacuum-sealed flat using a Skin Packaging Machine onto 1mm rigid cardboard backings to prevent clustering or bulging. Alternatively cardboard sandwiches with the items laid out then the top item pressed down with heat on the edges gluing it shut. This could have the advantage of having the QR codes for scaning, images online for checking delivery quality, tracking etc, item ID numbers, address etc.
* **The 20mm Hack:** Packages are mathematically limited to **20mm thickness** and **under 125g** to exploit the **$3.40 AUD Australia Post Large Letter** stamp rate.
* **Cascading Split-Orders:** Software calculates item volumes. If an order exceeds 20mm, the robot splits it into two flat envelopes ($6.80 total) rather than upgrading to a $10+ parcel rate.
* **Direct Injection:** Finished envelopes are packed into bulk master crates, sea-freighted to Australia, broken open at a local cross-dock, and dumped straight into the domestic letter stream.
@@ -42,3 +43,31 @@ An Aldi-style, curated, low-SKU electronics and component marketplace utilizing
* **Monthly Container Target:** ~36,800 physical units / 7,368 total orders (approx. 246 orders per day).
* **Market Penetration:** Requires capturing just 3% of the active Australian maker/small business pool.
* **Profit Profile:** 50%60% gross profit margins across small packets ($2.50 retail), medium hardware ($9.00 retail), and large tools ($25.00 retail).
## Phased Growth & Global Expansion Roadmap
### Phase 1: Local Market Validation (Australia - Months 1 to 6)
* **Lean Testing Infrastructure:** Bypass initial automation and the China warehouse. Store the top 100 high-volume, maker-grade core SKUs (ESP32s, 12V blocks, auto wire, common relays) locally in a low-rent domestic storage unit or garage.
* **Manual Envelope Compliance:** Hand-pack orders into pre-manufactured 16mm **eBPak / Big Red Packaging Superflat Letter Boxes**. Secure components internally using double-sided adhesive or die-cut cardboard inserts to eliminate internal bulging.
* **Postal Integration:** Drop packed boxes straight into standard Australia Post red street postboxes. Utilize the **$3.40 AUD Large Letter stamp rate** to instantly validate if hobbyists willingly trade a 30-day ocean freight wait for rock-bottom domestic prices.
* **B2B Outreach:** Directly pitch to local micro-engineering firms, custom 4WD canopy auto-electricians, and university robotics departments to secure stable, recurring baseline order volumes.
## Phase 2: The Automation Pivot & Hybrid Scale (Months 6 to 18)
* **Establish the China Hub:** Once local Australian order volume stabilizes past **50 orders per day**, migrate physical inventory to a low-rent industrial fulfillment zone in Shenzhen or Ningbo.
* **Deploy First Robotic Cells:** Build out the first 5 automated picking cells utilizing low-cost 4-DOF robotic arms to manage the top 100 highest-volume parts.
* **Automated Cardboard Sandwich Line:** Implement the pneumatic hot-press cardboard sandwich sealing machine to replace manual boxes, dropping material costs down to cents per package.
* **API Logistics Integration:** Connect the custom Cart Volume/Weight Algorithm directly to cross-border injection couriers (**4PX, YunExpress, or Cainiao International**).
* **The Sea-Freight Pipeline:** Aggregate individual skin-packed envelopes into master shipping crates. Route via Sea DDP (Delivered Duty Paid) cargo to Australia, bypassing air-freight premiums.
* **Local Cross-Dock Injection:** Contract a third-party logistics (3PL) warehouse near Melbourne or Sydney port to break open incoming master crates and dump the pre-labeled, uniform envelopes directly into the Australia Post bulk mail stream.
## Phase 3: Global Footprint Expansion (North America & Europe - Months 18+)
* **The Single Hub Advantage:** Retain the centralized automated robotic factory in China. Do not build physical warehouses overseas; keep capital overhead centralized.
* **Targeting the United States (USPS):**
* Configure the packaging out-feed software to format labels for **USPS First-Class Mail Large Envelopes (Flats)**.
* Enforce a maximum thickness threshold of **19.05mm (0.75 inches)**.
* Direct-inject sea containers into West Coast US marine terminals (e.g., LA/Long Beach) for immediate induction into the domestic US mail network.
* **Targeting the United Kingdom (Royal Mail):**
* Exploit the forgiving **25mm thickness limit** of the Royal Mail Large Letter class to introduce bulkier components like heavy-duty toggle switches, deeper terminal blocks, and cooling fans.
* **Targeting the Eurozone (e.g., Deutsche Post):**
* Format software parameters to meet the **20mm thickness** and 500g weight limits of the German "Grossbrief" and surrounding European cross-border letter classes.
* **Software-Driven Routing:** The core e-commerce engine automatically calculates local currency, localized postal routing rules, and splits orders based on country-specific letter dimensions, running a truly global, lights-out micro-distribution network.