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SubAgent #1 - Diagram

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A) SUBAGENT SUMMARY  
“Ad & Content Creator” generates short ad copy (text) and one 5-second animated MP4 video (referencing the target website and audience channels). It then compiles these outputs into one final summary text file.

B) FINAL TASK OUTPUT  
• promo_materials.txt (short ad copy)  
• promo_video.mp4 (5-second animated video)  
• promo_materials_summary.txt (single text summary of the above)

C) SUBAGENT INPUT  
• {target-website} (the website to reference or feature)  
• [traffic-sources] (JSON listing 2–3 channels, budgets, targeting info)

E) SUBAGENT TASK SUMMARY

1) Receive the two required inputs:  
   - Input A: {target-website}  
   - Input B: [traffic-sources]

2) Generate short ad copy referencing the site and the recommended channels.  
   - Action: Call Skill #190 (Write or rewrite text based on instructions)  
   - Input to Skill #190: “Write 2–3 short ad copy snippets referencing {target-website} and the [traffic-sources] details.”  
   - Output from Skill #190 → “promo_materials.txt”

3) Create a brief 5-second animated video that highlights the site or product.  
   - Action: Call Skill #169 (Create A 5 Second Animated Video From Text Prompt)  
   - Input to Skill #169: “Generate a short 5-second animated video for {target-website}, referencing [traffic-sources] as an advertising theme.”  
   - Output from Skill #169 → “promo_video.mp4”

4) Summarize outputs (the newly generated text + video details) into one text file.  
   - Action: Call Skill #223 (Powerful LLM Prompt-to-Text Response)  
   - Input to Skill #223: “Please summarize the short ad copy from promo_materials.txt and the key points of promo_video.mp4 into a single text overview.”  
   - Output from Skill #223 → “promo_materials_summary.txt”

5) Subagent Returns Final Outputs:  
   - [promo-materials] = promo_materials.txt, promo_video.mp4, promo_materials_summary.txt

F) SILOS

• Silo 1: Short Ad Copy Creation  
  - Skill #190 → Outputs “promo_materials.txt”

• Silo 2: Animated Video Creation  
  - Skill #169 → Outputs “promo_video.mp4”

• Silo 3: Summarization  
  - Skill #223 → Outputs “promo_materials_summary.txt”

These three outputs together form the subagent’s final deliverables.

SubAgent #2 - Diagram

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A) SUBAGENT SUMMARY:  
This subagent takes the traffic sources (JSON) and promotional content (text + video), then generates a basic shell script ("campaign_script.sh") outlining when and where to post each ad.

B) FINAL TASK OUTPUT:  
“campaign_script.sh” (a simple shell script specifying a minimal posting schedule for each selected traffic source, referencing the promo materials).

C) SUBAGENT INPUT:  
• [traffic-sources] (i.e. “traffic_sources.json”)  
• [promo-materials] (i.e. “promo_materials.txt” and reference to “promo_video.mp4”)

E) SUBAGENT TASK SUMMARY:  
1) Gather the traffic source information from “traffic_sources.json” and the promotional content (text snippets + reference to the video).  
2) Pass these inputs as a concise text prompt to Skill #190 (Write or rewrite text based on instructions), instructing it to produce a short, usable shell script describing when and where to post each ad.  
3) The output of Skill #190 becomes the final “campaign_script.sh”.

subagent input → Skill #190 → subagent final output

F) SILOS:  
No separate silos are required. All necessary content (JSON + ad copy + video reference) is consolidated for a single call to Skill #190, which writes the final shell script.

SubAgent #3 - Diagram

Expand Flow

A) SUBAGENT SUMMARY  
"Metrics Aggregator" attempts to gather basic web traffic data (e.g., unique visitors, sessions, referral sources) from the target website, then formats it into a final CSV file.

B) FINAL TASK OUTPUT  
The final deliverable is “traffic_report.csv,” containing the site’s basic metrics (unique visitors, sessions, referral sources, etc.).

C) SUBAGENT INPUT  
{target-website} – The URL of the website to retrieve metrics from.

E) SUBAGENT TASK SUMMARY  
1) Receive the input {target-website}.  
2) Use Skill #226 (Extract Structured Data From 1x URL) to attempt to retrieve any basic metrics available from the site.  
   • INPUT to #226: {target-website}, along with instructions to extract traffic/analytics data if it is present on the page.  
   • OUTPUT from #226: A text summary of any structured data found.  
3) Pass the text summary from step 2 into Skill #190 (Write or rewrite text based on instructions) to reformat it into a CSV suitable for “traffic_report.csv.”  
   • INPUT to #190: The text summary from #226, and instructions to format it as CSV with columns for unique visitors, sessions, referral sources, etc.  
   • OUTPUT from #190: CSV text data.  
4) Save the CSV text from step 3 as “traffic_report.csv.”

F) SILOS  
• Silo 1 (Data Extraction):  
   - Skill #226:  
     → Input: {target-website}, instructions to extract any available metrics.  
     → Output: “structured_data.txt” (text summary).

• Silo 2 (CSV Formatting):  
   - Skill #190:  
     → Input: “structured_data.txt,” instructions to produce CSV columns (visitors, sessions, referral sources).  
     → Output: “traffic_report.csv.”