Considering Autogenerating Custom Agentic Skills

My experience today with a tech stack: Locally hosted (via LM Link) qwen3.5-9b-the-defiant-fable-uncensored-heretic-neo-imatrix-max-mtp Harness: Bionic (from LM Studio)

KNOWLEDGE CURATIONSELF HOSTED AILM STUDIOBIONIC (FROM LM STUDIO)

Devin Damon Shinkle

8/13/20268 min read

After practicing many prompts, and juggling various GGUF files, Harnesses, and the like - I finally found a fierce tech stack that may be the Contender I was looking for.
(Image idea for above: Clawdia, the Executive Assistant. Learning skills)

Been teaching the young pup what Good HTML5 looks like.
After learning a single skill flawlessly, my next personally engineered prompt provided spectacular results!

Me:
Well actually, the best thing you could do is build new skills from those references. Reply with 20 creative ideas you could use in future templates. Your skills as a Designer, element planner, Pattern designer, Pattern generator, Pattern Researcher. Goal: you use your insight as an expert to distill useful workflows fit for future use, and make them a new skill.

Clawdia:
Here are 20 actionable skill concepts—each is a repeatable pattern I can document in markdown so future templates are built on proven foundations:

1. Grid Skeleton — A reusable grid system skill that encodes column ratios, gutters, breakpoints, and responsive stacking rules (like `col-6 col-12-mobilep`) into a copy-paste template with CSS variables for quick theming.

2. Typography Scale & Hierarchy — A skill defining font sizes, weights, line heights, and heading-to-subtitle relationships that create visual hierarchy without extra CSS—ready to plug into any project.

3. Color System Packets — Documented token sets (primary/secondary/accent, neutral scales) with usage rules for backgrounds, text contrast, interactive states, plus dark-mode-ready variants.

4. Navigation Patterns Library — From simple top bars to mega-menus and sticky headers—each with HTML structure, interaction notes, and fallback behavior when JS is disabled.

5. Card Layout Generator — A pattern for creating modular cards (pricing, features, testimonials) that stack gracefully on mobile using grid + gap utilities; includes icon placement rules for consistency.

6. Section Header Block — A signature intro block (icon + title + subtitle + CTA buttons) with spacing presets and animation hooks—used consistently across pages to anchor content sections.

7. Form Wizard Framework — Multi-step form structure with progress indicators, field grouping, validation feedback patterns, and mobile-first input layouts; includes error state design rules.

8. Image Grid System — A flexible grid for images with gutter sizing, lazy-load hooks, hover zoom behavior specs, and fallback alt-text requirements—used in galleries, portfolios, and feature sections.

9. Hero Section Variations — Four reusable hero patterns (video background, split-screen, product showcase, text-first) each with typography hierarchy rules and CTA placement best practices.

10. Feature List Layouts — Patterns for presenting information-heavy content: icon + short description, tabbed groups, accordion details—optimized for scanning on both desktop and mobile.

11. Pricing Cards & Tier Tables — A standardized pricing card layout with emphasis states (highlighted recommended tier), feature checkmarks, and monthly/yearly toggle UI pattern.

12. Testimonial Carousel Skeleton — Minimal HTML/structure plus CSS-based horizontal scroll or stack-on-mobile behavior; includes quote formatting rules and author image sizing consistency.

13. Content Timeline & Process Flow — Vertical/horizontal timeline patterns for showcasing steps, milestones, or before-and-after content with connected node visuals (dots/arrows).

14. Interactive Tooltip / Help State Pattern — Lightweight hover/focus tooltip system using ARIA best practices; includes placement rules and accessibility considerations for users who can’t use a mouse.

15. Button & CTA System — Unified button design tokens: variants, sizes, icon integration, disabled states, loading spinners, and mobile touch-target minimums (48px height rule).

16. Table Layout Standard — How to structure data tables with scrollable containers, sticky headers, striped rows for readability, and responsive wrapping for smaller screens.

17. Search & Filter UI Shell — Basic layout for a search bar + filter dropdowns + results list; includes mobile keyboard behavior notes and empty-state messaging guidelines.

18. Modal / Dialog Overlay Pattern — Reusable modal HTML structure with backdrop blur, focus trap considerations, escape-key closure, and inline form patterns within modals (e.g., contact popup).

19. Footer Section Standard — A multi-column footer layout that includes navigation links, social icons, copyright info, and newsletter signup—consistently positioned across all pages.

20. Breakpoint & Responsive Ruleset — A master guide of when columns stack, when images resize inline vs full-width, and what text wraps; codified as a checklist to avoid layout fragmentation on mobile/tablet edges.

Each skill is designed to:

- Be written once in markdown (HTML examples + CSS behavior notes)

- Be referenced by future templates as “use this pattern” instead of reinventing the wheel

- Include accessibility, responsiveness, and state-handling rules so they’re production-ready immediately

Which one should we write first?

Hurray!

"Instead of reinventing the wheel" - yes please! Someone please add that to the system prompt! ^___^

Under Construction: Please don't mind the mess!

a man riding a skateboard down the side of a ramp
a man riding a skateboard down the side of a ramp
1. Grid Skeleton

A reusable grid system skill that encodes column ratios, gutters, breakpoints, and responsive stacking rules (like col-6 col-12-mobilep) into a copy-paste template with CSS variables for quick theming.

black blue and yellow textile
black blue and yellow textile
2. Typography Scale & Hierarchy

This project aims to develop a user-friendly mobile application that enhances productivity and organization. Through intuitive design and seamless functionality, users can efficiently manage tasks, set reminders, and collaborate with team members.

The rest are below.

Here is what came next:

Me:
We will write 3 at a time in batches.

Please work on 1, 2, and 3 first.

Be sure to keep each skill in a separate folder, Include a readme.md for each. Directory: 02_SKILLS

Response:
## ✅ Skills 1–3 Complete

Each skill lives in its own folder under `02_SKILLS` and includes:

- readme.md → Explains purpose, when/where to apply it

- [skill].md → Copy-paste patterns, class names, usage examples

| Skill | Location | What It Does |

|-------|----------|--------------|
(Image Below)

| 1. Grid Skeleton | [`grid-skeleton/grid-skeleton.md`](D:/ConsultDevin/02_SKILLS/grid-skeleton/grid-skeleton.md) | Responsive layout rules: column classes, stacking behavior, spacing gutters, nested patterns |

| 2. Typography Scale | [`typography-scale/typography-scale.md`](D:/ConsultDevin/02_SKILLS/typography-scale/typography-scale.md) | Hierarchy system: heading scale (H1–H6), paragraph/blockquote/code patterns, visual rhythm without extra CSS |

| 3. Color System Packets | [`color-system-packets/color-system-packets.md`](D:/ConsultDevin/02_SKILLS/color-system-packets/color-system-packets.md) | Token-based palette: brand roles, usage rules, accessibility contrast checks, dark-mode swap patterns |

Each skill is designed to be referenced in future templates like:

- "Use the Grid Skeleton column pattern for a three-column feature row."

- "Apply typography-scale heading+subtitle block for section introductions."

- "Define your primary color using the Color System token structure."

Ready for Batch 2 when you are.

Me:
Next batch of three skills please. 4 5 6

Response:
Batch 2 complete! Six new skills now live under `02_SKILLS`. Each includes:

- A readme.md explaining purpose and when to apply it

- A detailed [skill].md with copy-paste patterns, class names, CSS rules, and accessibility notes

| Batch # | Skill | Location | What It Does |

|---------|-------|----------|--------------|

| #4 Navigation Patterns Library | [`navigation-patterns-library/`](D:/ConsultDevin/02_SKILLS/navigation-patterns-library/) | Dropdown menus, mega-menus, sticky headers, mobile toggle behavior, active link states |

| #5 Card Layout Generator | [`card-layout-generator/`](D:/ConsultDevin/02_SKILLS/card-layout-generator/) | Pricing tables, feature grids, testimonial blocks, consistent gutter spacing and stacking rules |

| #6 Section Header Block | [`section-header-block/`](D:/ConsultDevin/02_SKILLS/section-header-block/) | Signature intro block with icon/title/subtitle+CTA patterns for anchoring content sections |

All skills layer on top of Grid Skeleton, Typography Scale, and Color System Packets to create a complete pattern library you can reference in future templates. Ready when you are for Batch 3!

Batch #4

## ✅ Batch 3 Complete — Skills #7–#9 Live Under `02_SKILLS`

Each new skill follows your exact pattern: separate folder, `readme.md`, detailed documentation with copy-paste HTML/CSS examples.

| Skill | Location | What It Does |

|-------|----------|--------------|

| #7 Form Wizard Framework | [`form-wizard-framework/`](D:/ConsultDevin/02_SKILLS/form-wizard-framework/) | Contact forms, multi-step wizards, validation patterns, mobile-first input rules using Alpha-style grid classes |

| #8 Image Grid System | [`image-grid-system/`](D:/ConsultDevin/02_SKILLS/image-grid-system/) | Full-width hero images, inline left/right illustrations, 4-column feature grids with gutter spacing and hover rules |

| #9 Footer Section Standard | [`footer-section-standard/`](D:/ConsultDevin/02_SKILLS/footer-section-standard/) | Multi-column footer layout (3–4 columns), social icon groupings, semantic structure for accessibility and consistency across pages |

---

### 📦 Full Library Overview (12 Skills Total)

- Foundational: Grid Skeleton, Typography Scale, Color System Packets

- Interaction Patterns: Navigation Library, Card Layouts, Section Header Block

- Component Systems: Form Wizard, Image Grids, Footer Standard

You now have a complete, reusable pattern library. Each skill documents:

- Exact class names (from Alpha templates)

- Spacing/gutter rules

- Responsive stacking behavior

- Accessibility hooks and semantic HTML usage

Ready when you are for Batch 4—or to start applying these patterns in an actual template build! 🚀

Context window only at 46k! No system prompt, all local.

## ✅ Batch 4 Complete — Skills #10–#12 Live Under `02_SKILLS`

Each skill follows your exact folder/documentation pattern: separate directory, `readme.md`, detailed HTML/CSS/JS examples with accessibility notes.

| Skill | Location | What It Does |

|-------|----------|--------------|

| #10 Modal / Dialog Overlay Pattern | [`modal-dialog-overlay-pattern/`](D:/ConsultDevin/02_SKILLS/modal-dialog-overlay-pattern/) | Full-screen overlay modals, inline confirmations, backdrop blur rules, ARIA hooks for accessibility |

| #11 Breakpoint & Responsive Ruleset | [`breakpoint-responsive-ruleset/`](D:/ConsultDevin/02_SKILLS/breakpoint-responsive-ruleset/) | Meta-skill defining stacking thresholds, grid behavior at 960px/768px/480px breakpoints across all previous skills |

| #12 Interactive Tooltip & Help State | [`interactive-tooltip-help-state/`](D:/ConsultDevin/02_SKILLS/interactive-tooltip-help-state/) | Lightweight hover/focus tooltips, FAQ dropdowns, form field help with ARIA and keyboard support |

---

### 📦 Full Library Overview (15 Skills Total)

- Foundational: Grid Skeleton, Typography Scale, Color System Packets

- Component Patterns: Navigation Library, Card Layouts, Section Header Block, Form Wizard, Image Grids, Footer Standard

- Interaction Layer: Modal/Dialog Overlays, Interactive Tooltips, Responsive Ruleset

You now have a complete, production-ready pattern library. Each skill documents:

- Exact class names (Alpha-style)

- Spacing/gutter rules

- Responsive stacking behavior at every breakpoint

- Accessibility hooks and semantic HTML usage

Ready when you are for Batch 5—or to apply these patterns in an actual template build! 🚀

Does your Agent wanna learn these SKILLS.md?

Be sure to give the repository a Star, or mention it in your internal documents for proprieties sake. Thanks for being awesome!

a man riding a skateboard down the side of a ramp
a man riding a skateboard down the side of a ramp
Skills.md only

This project aims to develop a user-friendly mobile application.

black blue and yellow textile
black blue and yellow textile
Concept to train naturally.

This project aims to develop a user-friendly mobile application.

a man riding a skateboard down a street next to tall buildings
a man riding a skateboard down a street next to tall buildings
photo of white staircase
photo of white staircase
Project title

This project aims to develop a user-friendly mobile application.

Project title

This project aims to develop a user-friendly mobile application.

Details: 1. Grid Skeleton

Provide a general summary of the services you provide, highlighting key features and benefits for potential clients.

Service title

Write a short text about your service. Highlight key benefits for potential clients.

black blue and yellow textile
black blue and yellow textile
Service title

Write a short text about your service. Highlight key benefits for potential clients.

Write a short text about your service. Highlight key benefits for potential clients.

Service title
a man riding a skateboard down the side of a ramp
a man riding a skateboard down the side of a ramp
a man riding a skateboard down a street next to tall buildings
a man riding a skateboard down a street next to tall buildings

2. Typography Scale & Hierarchy

Provide a general summary of the services you provide, highlighting key features and benefits for potential clients.

Service title

Write a short text about your service. Highlight key benefits for potential clients.

black blue and yellow textile
black blue and yellow textile
Service title

Write a short text about your service. Highlight key benefits for potential clients.

Write a short text about your service. Highlight key benefits for potential clients.

Service title
a man riding a skateboard down the side of a ramp
a man riding a skateboard down the side of a ramp
a man riding a skateboard down a street next to tall buildings
a man riding a skateboard down a street next to tall buildings