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building-chat-widgets

17.3
C

Build interactive AI chat widgets with buttons, forms, and bidirectional actions.Use when creating agentic UIs with clickable widgets, entity tagging (@mentions),composer tools, or server-handled widget actions. Covers full widget lifecycle.NOT when building simple text-only chat without interactive elements.

Also in: ci cd

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Installation for Agentic Skill

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skilz install mjunaidca/mjs-agent-skills/building-chat-widgets
skilz install mjunaidca/mjs-agent-skills/building-chat-widgets --agent opencode
skilz install mjunaidca/mjs-agent-skills/building-chat-widgets --agent codex
skilz install mjunaidca/mjs-agent-skills/building-chat-widgets --agent gemini

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Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/mjunaidca/mjs-agent-skills
2. Copy the agent skill directory:
cp -r mjs-agent-skills/.claude/skills/building-chat-widgets ~/.claude/skills/

Need detailed installation help? Check our platform-specific guides:

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Agentic Skill Details

Type
Technical
Meta-Domain
development
Primary Domain
github
Market Score
17.3

Agent Skill Grade

C
Score: 77/100 Click to see breakdown

Score Breakdown

Spec Compliance
12/15
PDA Architecture
24/30
Ease of Use
19/25
Writing Style
8/10
Utility
15/20
Modifiers: -1

Areas to Improve

  • 373-line document lacks navigation structure; readers must scroll or manually scan section headers to find content.
  • Uses 'widget', 'WidgetItem', 'widget item', 'widget template' interchangeably; 'backend' and 'server' both used; confuses readers on exact object model.
  • Verification script mentioned but no example output shown; 'If Verification Fails' section only suggests checking one file; no structured feedback loop.

Recommendations

  • Add trigger phrases to description for discoverability
  • Add table of contents for files over 100 lines

Graded: 1/24/2026

Developer Feedback

I've been diving into chat widget implementations, and your approach to handling real-time message state caught my eye—there's a solid foundation here, but I'm noticing some gaps in the progressive disclosure that could be blocking newer developers from getting value quickly.

Links:

The TL;DR

You're at 77/100, solid C-grade territory. This is based on Anthropic's 5-pillar rubric (Spec Compliance, PDA, Ease of Use, Writing Style, Utility). Your strongest area is Spec Compliance (12/15)—the YAML structure and naming are clean. Weakest is Utility (15/20)—you've got great examples, but there's friction in the feedback loop and limited guidance on alternatives to ChatKit.

What's Working Well

  • Excellent spec compliance — Your YAML frontmatter is valid, naming follows hyphen-case perfectly, and structure is sound
  • Solid code examples — The widget patterns and server action handler templates are concrete and practical; developers can actually copy-paste and iterate
  • Good reference separation — Split between widget-patterns.md and server-action-handler.md keeps the main SKILL.md from bloating; nice layering
  • Anti-patterns section is helpful — Calling out common mistakes (missing IDs, unvalidated inputs) shows you've hit real pain points

The Big One: Navigation & Progressive Disclosure

A 373-line document without a table of contents is tough to navigate. Developers skim skills—they want to know "Is this for me? Can I get started in 2 minutes?"—and your TOC is buried in headers scattered across sections.

Fix: Add a Table of Contents right after your frontmatter:

## Contents
- Quick Start
- Widget Lifecycle  
- Action Handler Types (Client vs Server)
- Entity Tagging Patterns
- Composer Tool Integration
- Common Anti-Patterns

This should buy you +2 points and make the skill way more accessible. Current score: 24/30 on PDA; this pushes you toward 26.

Other Things Worth Fixing

  1. Terminology inconsistency — You switch between 'widget', 'WidgetItem', and 'widget item' throughout. Pick one canonical name early (e.g., "A widget is the JSON structure; WidgetItem is the data container") and stick with it. This adds friction at line 44 vs 95. Worth +1 point on Ease of Use.

  2. Verification script is mentioned but underbaked — You say "Run: python3 scripts/verify.py" but don't show expected output or what failures look like. Add a quick "Expected Output" block with both success and a common failure case. This fixes the feedback loop gap. +1 point on Utility.

  3. Repetition between SKILL.md and references — Entity tagging patterns appear in both the main file (lines 193-221) and widget-patterns.md. Consolidate or cross-reference explicitly so readers don't feel like they're reading the same thing twice. Saves tokens and clarifies intent.

  4. Limited alternative context — You assume ChatKit throughout. A single line like "This skill covers ChatKit widgets. For other frameworks, see [alternative patterns]" (even if it's a future reference) signals that you've thought about scope boundaries. Worth +1 point on Utility.

Quick Wins

  • Add TOC → +2 points (Navigation is huge)
  • Lock down terminology → +1 point (Ease of Use)
  • Beef up verification section → +1 point (Utility feedback loop)
  • Consolidate entity examples → Token savings + clarity

These four moves could push you from 77 to ~82, moving solidly into B territory.


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