Why This Exists
I grew up watching 'Skilled' people do extraordinary work — at warehouses, construction sites, workshops, enterprise systems. They were and are real people. They carried 40, 50 years of knowledge in their hands, their heads and in their hearts. They loved and love their art, their Work.
And when they stepped away, it all disappeared...I couldn't let that keep happening,
so I'm building SkillDelivery — AI built on real-world domain experience, not scraped from the internet. It's early stage. Four verticals. 810+ hand-curated training sets drawn from decades of industry work. And I'm looking for people who also believe! This matters! This is important!
Come join us and help build what is —
for-people!, by-people!, with-people!
Tap a domain — see the difference
🏗️
Civil Construction
40+ yrs expertise
🧵
Stitching & Apparel
65 yrs mastery
🖥️
IBM i / iSeries
20+ yrs legacy IT
👆 Tap any domain to see practitioner-level AI in action
Question
How do you track project health on a government construction site using EVM?
SkillBot response
On government projects, Earned Value Management goes beyond textbook CPI/SPI ratios. You track physical progress against the BoQ approved in the NIT. The real signal is the variance between certified measurements and planned milestones. For PWD/CPWD projects, map this to the Running Account Bill cycle: if your RA Bill is lagging 2+ cycles behind physical progress, that's your early warning — the project is healthy on-site but bleeding cash flow.
✓ Practitioner-depth — not textbook theory
Question
How do you handle inventory discrepancies in a high-volume 3PL warehouse?
SkillBot response
In a high-volume 3PL, cycle count accuracy is your lifeline. Don't rely on annual physical inventories — implement ABC classification and count A-items weekly. The real trick: set up system-triggered counts when variance hits your threshold (usually ±2% for A-items). When discrepancies appear, check receiving first — 70% of warehouse inventory errors originate at the dock door, not in storage. Track ASN-to-receipt matching rates as your leading indicator.
✓ Operations-level insight — not definitions
Question
What's the most common quality failure in small-scale garment production?
SkillBot response
In MSME garment units, the #1 quality failure isn't stitching defects — it's fabric handling before the needle touches it. Improper relaxation of knitted fabrics causes 2–4% shrinkage post-wash. Most small units skip the 24-hour relaxation period to save time. The result: garments that pass QC but fail after first customer wash. Train your cutters to check roll tension and always relax knits for minimum 12 hours on a flat surface.
✓ Shop-floor wisdom — not classroom theory
Question
What's the best approach to modernize RPG programs on iSeries?
SkillBot response
Don't rewrite everything — that's the trap. Start with RPG IV free-format conversion of your most-maintained programs. The 80/20 rule applies: 20% of your programs handle 80% of business logic. Modernize those first. Use SQL instead of native I/O for data access — it makes future migration possible. Keep the business rules on the IBM i where they're proven. Wrap RPG programs as services using ILE and expose them via REST APIs. The machine isn't legacy — the interface is.
✓ Modernization strategy — not "replace everything"
