xiaohongshu
xiaohongshu
Demo manufacturing knowledge base for Taylored Systems. Shows how tribal knowledge gets captured and made queryable. USE WHEN demonstrating to potential clients or answering manufacturing process questions.
Full skill instructions
Company: Demo Manufacturing Ltd (Example) Last Updated: 2026-01-11 Knowledge Source: Captured from shop floor experts
This demonstrates how Taylored Systems captures and structures manufacturing knowledge. Staff can ask natural questions like:
The AI returns YOUR company's actual procedures, not generic internet answers.
Before you start:
Setup steps:
Load material
Set work offset
Speed and feed for 6061-T6
| Operation | Speed (RPM) | Feed (mm/min) | DOC (mm) |
|---|---|---|---|
| Roughing | 8000 | 2000 | 3.0 |
| Finishing | 10000 | 1500 | 0.5 |
| Drilling | 4000 | 800 | - |
Speed and feed for 7075-T6 (harder - reduce by 20%)
| Operation | Speed (RPM) | Feed (mm/min) | DOC (mm) |
|---|---|---|---|
| Roughing | 6500 | 1600 | 2.5 |
| Finishing | 8000 | 1200 | 0.5 |
| Drilling | 3200 | 650 | - |
First part checks
Common mistakes:
Critical difference from aluminium: Lower speeds, higher rigidity needed
Setup steps:
Material check
Speed and feed for mild steel
| Operation | Speed (RPM) | Feed (mm/min) | DOC (mm) |
|---|---|---|---|
| Roughing | 3000 | 800 | 2.0 |
| Finishing | 4000 | 600 | 0.3 |
| Drilling | 1500 | 200 | - |
Tooling notes
Dave's wisdom: "If it's squealing, you're going too fast. If it's rubbing, you're going too slow. Sweet spot is a nice consistent hiss."
Every delivery must be checked before going to stock.
Step 1: Paperwork check
Step 2: Visual inspection
Step 3: Dimensional check (sample)
Step 4: Material verification (if critical)
Reject if:
Where to log: Incoming Inspection Register (blue folder, QC office)
First-off inspection (MANDATORY):
Patrol inspection:
What to do if out of tolerance:
Before parts leave:
Sign-off required by: QC Inspector (or supervisor if QC unavailable)
| Code | Meaning | What To Do |
|---|---|---|
| E-47 | Spindle overload | Stop program. Check for chip pack, dull tool, or excessive DOC. Reduce load and restart. |
| E-52 | Servo overload (axis) | Check for crash or obstruction. Power cycle. If persists, call maintenance. |
| E-91 | Low coolant | Top up coolant tank. Check for leaks. |
| E-102 | Tool not clamped | Clean taper, check drawbar. Try re-clamping. If persists, check retention knob. |
| E-200 | Emergency stop | Check all E-stops. Reset and restart. |
| E-310 | Encoder error | Power cycle machine. If persists, call Haas service. |
Try these first:
Maintenance contact: Extension 247 (day shift) / Mobile: [number] (out of hours)
Before starting any machine:
Machine startup:
Log startup in machine logbook - time, operator name, any issues noted
Before you leave:
DO NOT leave machine running unattended overnight unless approved.
Minimum PPE on shop floor:
Additional PPE for specific tasks:
Fire:
Injury:
Spillage:
| Symptom | Likely Cause | Fix |
|---|---|---|
| Chatter marks | Too much stickout / speed too high | Reduce stickout, reduce speed 20% |
| Rough finish | Dull tool / wrong feed | Change insert, check feed rate |
| Built-up edge | Speed too low (aluminium) | Increase speed, check coolant flow |
| Burn marks | Speed too high / no coolant | Reduce speed, check coolant aimed at cut |
| Tearing (aluminium) | Wrong tool geometry | Use sharper tool, higher rake angle |
| Symptom | Likely Cause | Fix |
|---|---|---|
| Consistent oversize | Tool wear compensation wrong | Re-measure tool, update offset |
| Random variation | Loose workholding / thermal | Check clamp torque, allow warm-up |
| Taper on diameter | Tailstock alignment (lathe) | Check and adjust alignment |
| Parts growing over run | Thermal expansion | Let machine warm up, check more frequently |
If a tool breaks:
| Role | Name | Contact |
|---|---|---|
| Shift Supervisor (Days) | [Name] | Ext 201 |
| Shift Supervisor (Nights) | [Name] | Ext 202 |
| Maintenance | [Name] | Ext 247 / Mobile |
| Quality Manager | [Name] | Ext 215 |
| Health & Safety | [Name] | Ext 220 |
| Goods In | [Name] | Ext 230 |
From Dave (30 years on the floor):
"If the machine sounds wrong, it IS wrong. Stop and look before you make scrap."
"First part is free. Take your time. Second part is where you find out if you got it right."
"Write down what you changed. I don't care if it's on a napkin. Next week you won't remember."
From Sarah (Quality):
"Measure twice, cut once. Then measure again because the first measurement was probably wrong."
"If you're not sure, ask. Nobody ever got fired for double-checking."
From Mike (Maintenance):
"Clean machines break less. 5 minutes of cleaning saves 5 hours of breakdown."
"If the same fault happens three times, there's a root cause we haven't found. Don't just reset and hope."
| Version | Date | Changes | Author |
|---|---|---|---|
| 1.0 | 2026-01-11 | Initial demo version | Taylored Systems |
This is a demonstration skill. In a real implementation, all content would be captured from YOUR team, YOUR equipment, YOUR procedures.
xiaohongshu
technical spec
product ux expert
database patterns
Conduct multi-agent task orchestration and workflow coordination.
Initialize project with Conductor artifacts (product definition,
Expert in web animations, transitions, and motion design using Framer Motion and CSS
Creates Mermaid and ASCII diagrams for flowcharts, architecture, ERDs, state machines, mindmaps, and more. Use when user mentions diagram, flowchart, mermaid, ASCII diagram, text diagram, terminal diagram, visualize, C4, mindmap, architecture diagram, sequence diagram, ERD, or needs visual docume...
PostgreSQL bindings for H3 hexagonal grid system. Use when working with H3 cells in Postgres, including spatial indexing, geometry/geography integration, and raster analysis.
Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion...
Display project status, active tracks, and next actions
Official Stakpak application containerization standard operating procedure, a step-by-step guidline to properly dockerize applications. This is a rule book curated by the Stakpak Team.
Generate, edit, and beat-sync AI video with leading models in one workspace.
The world's fastest calendar for remote work
Transform Your Design with AI Designer by ImgCreator.ai
Revolutionizing Video Production with AI-Powered Creativity
Extend an image past the frame and let AI fill the new aspect ratio.
Discover your celebrity doppelgänger with StarByFace!
ChainClarity explains 700+ crypto whitepapers in plain English, with layered summaries, comparisons, research tools, alerts, and a $4.99 Pro plan.
Opus.ai: Revolutionize Your Web Experience