Agent-Skills.md

Agent Skills: Multi-Model Writer

Unified writing system with intelligent model routing. Default: Claude. Options: GLM-4.7 (cheapest), GPT-4o/mini, Gemini, Grok. Includes browser automation for web interfaces. Cost-aware routing based on task complexity.

UncategorizedID: drshailesh88/integrated_content_OS/multi-model-writer
2

Install this agent skill to your local

pnpm dlx add-skill https://github.com/drshailesh88/integrated_content_OS/tree/HEAD/skills/cardiology/multi-model-writer

Skill Files

Browse the full folder contents for multi-model-writer.

Download Skill

Loading file tree…

skills/cardiology/multi-model-writer/SKILL.md

Skill Metadata

Name
multi-model-writer
Description
"Unified writing system with intelligent model routing. Default: Claude. Options: GLM-4.7 (cheapest), GPT-4o/mini, Gemini, Grok. Includes browser automation for web interfaces. Cost-aware routing based on task complexity."

Multi-Model Writer

Intelligent model routing for all writing tasks. Default is Claude (you), with fallback to other models when requested or when specific capabilities are needed.

Model Arsenal

┌─────────────────────────────────────────────────────────────────────────┐
│                        MULTI-MODEL WRITING SYSTEM                        │
├─────────────────────────────────────────────────────────────────────────┤
│                                                                          │
│  ┌────────────────┐                                                     │
│  │  DEFAULT       │                                                     │
│  │  Claude        │ ← All writing goes here first                       │
│  │  (You)         │   Best quality, medical accuracy                    │
│  └───────┬────────┘                                                     │
│          │                                                               │
│          ▼                                                               │
│  ┌─────────────────────────────────────────────────────────────────┐   │
│  │                    ALTERNATIVE MODELS                            │   │
│  ├──────────────┬──────────────┬──────────────┬──────────────────┤   │
│  │  GLM-4.7     │  GPT-4o      │  Gemini      │  Grok            │   │
│  │  $0.10/M     │  $10/M       │  FREE tier   │  $15/M           │   │
│  │  Bulk drafts │  Quality     │  1500/day    │  Real-time       │   │
│  │  Comparison  │  Editorial   │  Research    │  X/Twitter       │   │
│  └──────────────┴──────────────┴──────────────┴──────────────────┘   │
│                                                                          │
│  ┌─────────────────────────────────────────────────────────────────┐   │
│  │                    BROWSER AUTOMATION                            │   │
│  │  ChatGPT Web │ Gemini Web │ Uses your Pro subscriptions         │   │
│  └─────────────────────────────────────────────────────────────────┘   │
│                                                                          │
└─────────────────────────────────────────────────────────────────────────┘

When to Use Which Model

Claude (DEFAULT) - Use for Everything

  • All medical/cardiology content
  • YouTube scripts (Hinglish)
  • Twitter/X content (English)
  • Editorials and newsletters
  • Anything requiring accuracy

GLM-4.7 (Z.AI) - Bulk & Comparison

Cost: $0.10/M tokens (100x cheaper than Claude) Use when:

  • Generating multiple draft variations
  • A/B testing content angles
  • Bulk social media post generation
  • First drafts for quick iteration
  • Cost is a primary concern
/write-glm "Generate 5 different hooks for a video about statin myths"

GPT-4o / GPT-4o-mini - Quality Alternative

Cost: $0.60/M (mini) or $10/M (4o) Use when:

  • You want to compare Claude vs GPT style
  • Specific OpenAI capabilities needed
  • User explicitly requests "GPT style"
/write-gpt "Write an editorial on SGLT2 inhibitors" --model=4o-mini

Gemini - Research & Free Tier

Cost: FREE (1500 requests/day via AI Studio) Use when:

  • Web research integration
  • Fact-checking
  • You want Google's knowledge
  • Budget is zero
/write-gemini "Summarize recent GLP-1 agonist research"

Grok (xAI) - Real-time & X/Twitter

Cost: $15/M tokens (expensive) Use when:

  • Real-time X/Twitter trends
  • Content specifically for X platform
  • You want Grok's "unfiltered" style
/write-grok "What's trending in cardiology on X right now?"

API Configuration

All APIs are configured in .env:

# Check which APIs are configured
cat .env | grep -E "API_KEY|_KEY"

Required Environment Variables

| Variable | Model | Get From | |----------|-------|----------| | ANTHROPIC_API_KEY | Claude | console.anthropic.com | | ZAI_API_KEY | GLM-4.7 | z.ai | | OPENAI_API_KEY | GPT-4o | platform.openai.com | | GOOGLE_API_KEY | Gemini | aistudio.google.com (FREE) | | XAI_API_KEY | Grok | console.x.ai |

Python Integration

Direct API Calls

from multi_model_writer import ModelRouter

router = ModelRouter()

# Default (Claude via current session)
response = router.write("Your prompt here")

# Specific model
response = router.write("Your prompt", model="glm-4.7")
response = router.write("Your prompt", model="gpt-4o-mini")
response = router.write("Your prompt", model="gemini")
response = router.write("Your prompt", model="grok")

# Cost-optimized (auto-selects cheapest)
response = router.write("Your prompt", optimize="cost")

# Quality-optimized (auto-selects best for task)
response = router.write("Your prompt", optimize="quality")

Batch Comparison

# Generate same content across multiple models for comparison
results = router.compare(
    prompt="Write a tweet about the EMPEROR-Preserved trial",
    models=["claude", "glm-4.7", "gpt-4o-mini"]
)

for model, output in results.items():
    print(f"\n=== {model} ===")
    print(output)

Browser Automation (Web Interfaces)

For using your ChatGPT Plus and Gemini Advanced subscriptions:

Setup

# Ensure Playwright is installed
pip install playwright
playwright install chromium

Usage

See browser-automation skill for detailed instructions.

/browser-chat "Your prompt" --target=chatgpt
/browser-chat "Your prompt" --target=gemini

Cost Tracking

Per-Task Estimates

| Task | Tokens | GLM-4.7 | GPT-4o-mini | GPT-4o | Claude | |------|--------|---------|-------------|--------|--------| | Tweet | 200 | $0.00004 | $0.00012 | $0.002 | $0.003 | | Thread (10 tweets) | 2,000 | $0.0004 | $0.0012 | $0.02 | $0.03 | | Article (1500 words) | 2,500 | $0.0005 | $0.0015 | $0.025 | $0.0375 | | YouTube Script | 8,000 | $0.0016 | $0.0048 | $0.08 | $0.12 | | Newsletter | 5,000 | $0.001 | $0.003 | $0.05 | $0.075 |

Monthly Budget Planning

With $5/month on each:

| Model | Monthly Output | |-------|----------------| | GLM-4.7 | ~20,000 articles | | GPT-4o-mini | ~3,300 articles | | GPT-4o | ~200 articles | | Grok | ~130 articles | | Gemini | UNLIMITED (free tier) |

Slash Commands

| Command | Action | |---------|--------| | /write [prompt] | Write with Claude (default) | | /write-glm [prompt] | Write with GLM-4.7 | | /write-gpt [prompt] | Write with GPT-4o-mini | | /write-gemini [prompt] | Write with Gemini | | /write-grok [prompt] | Write with Grok | | /compare [prompt] | Compare outputs across models | | /browser-chat [prompt] | Use browser automation |

Workflow Examples

1. Draft Iteration (Cost-Optimized)

Step 1: Generate 5 hook variations with GLM-4.7 ($0.001)
Step 2: Pick best 2, refine with Claude (default)
Step 3: Final polish with Claude

2. Quality Comparison

Step 1: Write same content with Claude, GPT-4o, GLM-4.7
Step 2: Compare outputs side-by-side
Step 3: Learn which model suits which content type

3. Bulk Social Media

Step 1: Generate 50 tweet variations with GLM-4.7 ($0.001)
Step 2: Filter top 10 manually
Step 3: Polish top 3 with Claude
Step 4: Schedule via your social tools

Model Characteristics

Writing Style Comparison

| Model | Style | Best For | |-------|-------|----------| | Claude | Precise, nuanced, follows instructions exactly | Medical content, accuracy-critical | | GLM-4.7 | Efficient, code-oriented, concise | Bulk generation, structured content | | GPT-4o | Conversational, creative, verbose | Editorials, storytelling | | Gemini | Research-integrated, factual | Summaries, fact-based content | | Grok | Direct, irreverent, real-time aware | Twitter/X content, trending topics |

Integration with Existing Skills

This skill works WITH your existing cardiology skills:

1. Use `youtube-script-master` → Routes to Claude by default
2. Use `cardiology-editorial` → Routes to Claude by default
3. Add `--model=glm-4.7` → Overrides to cheaper model
4. Use `/compare` → See all models side-by-side

This skill gives you a full arsenal of AI models while keeping Claude as your primary, trusted writing partner.