Prompt:
Day: Thu | days_elapsed=10
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=1.569 sends=0.720 saves=0.684
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["recovery", "financial literacy", "marketing strategy"], "trending_tags": ["makeup", "chatgpt", "wanderlust", "backtoschool", "genai"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [], "avg_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ],
  "notes": "Discover trending topics and competitor insights to inform content creation and scheduling."
}


Prompt:
Day: Fri | days_elapsed=11
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=0.000 sends=0.000 saves=0.000
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: rest reward=0.15
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}}
  ]
}


Prompt:
Day: Fri | days_elapsed=11
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=0.000 sends=0.000 saves=0.000
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: rest reward=0.15
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}}
  ]
}


Prompt:
Day: Fri | days_elapsed=11
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=0.000 sends=0.000 saves=0.000
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: rest reward=0.15
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}}
  ]
}


Prompt:
Day: Fri | days_elapsed=11
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=0.000 sends=0.000 saves=0.000
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: rest reward=0.15
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["gym transformation", "sneaker culture", "street photography"], "trending_tags": ["travel", "leadership", "reels", "oscars", "election"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Gym Transformation Journey: From Fat to Fit",
      "tags": ["gym", "transformation", "fitness", "motivation", "gymjunkie"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Street Photography Tips for Beginners",
      "tags": ["street_photography", "photography_tips", "beginners_guide", "snapchat", "instastories"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 Sneaker Culture Moments of 2023",
      "tags": ["sneakers", "sneaker_culture", "footwear", "culture", "nike"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and leveraging the Global Night Owls' preference for reels and stories. The chosen topics align with their affinity for tech, photography, travel, and lifestyle, while also targeting their peak activity hours."
}


Prompt:
Day: Fri | days_elapsed=11
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=0.000 sends=0.000 saves=0.000
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: rest reward=0.15
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["gym transformation", "sneaker culture", "street photography"], "trending_tags": ["travel", "leadership", "reels", "oscars", "election"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Gym Transformation Journey: From Fat to Fit",
      "tags": ["gym", "transformation", "fitness", "motivation", "gymjunkie"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Street Photography Tips for Beginners",
      "tags": ["street_photography", "photography_tips", "beginners_guide", "snapchat", "instastories"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 Sneaker Culture Moments of 2023",
      "tags": ["sneakers", "sneaker_culture", "footwear", "culture", "nike"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and leveraging the Global Night Owls' preference for reels and stories. The chosen topics align with their affinity for tech, photography, travel, and lifestyle, while also targeting their peak activity hours."
}


Prompt:
Day: Fri | days_elapsed=11
Energy: 1.00 | Followers: 12580
Engagement: 1.260 | Queue: 0
Signals: watch=0.000 sends=0.000 saves=0.000
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-1: rest reward=0.15
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["gym transformation", "sneaker culture", "street photography"], "trending_tags": ["travel", "leadership", "reels", "oscars", "election"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Gym Transformation Journey: From Fat to Fit",
      "tags": ["gym", "transformation", "fitness", "motivation", "gymjunkie"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Street Photography Tips for Beginners",
      "tags": ["street_photography", "photography_tips", "beginners_guide", "snapchat", "instastories"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 Sneaker Culture Moments of 2023",
      "tags": ["sneakers", "sneaker_culture", "footwear", "culture", "nike"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and leveraging the Global Night Owls' preference for reels and stories. The chosen topics align with their affinity for tech, photography, travel, and lifestyle, while also targeting their peak activity hours."
}


Prompt:
Day: Sat | days_elapsed=12
Energy: 1.00 | Followers: 12759
Engagement: 1.030 | Queue: 0
Signals: watch=1.112 sends=0.440 saves=0.302
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: rest reward=0.15
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Sat | days_elapsed=12
Energy: 1.00 | Followers: 12759
Engagement: 1.030 | Queue: 0
Signals: watch=1.112 sends=0.440 saves=0.302
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: rest reward=0.15
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Sat | days_elapsed=12
Energy: 1.00 | Followers: 12759
Engagement: 1.030 | Queue: 0
Signals: watch=1.112 sends=0.440 saves=0.302
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: rest reward=0.15
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Sat | days_elapsed=12
Energy: 1.00 | Followers: 12759
Engagement: 1.030 | Queue: 0
Signals: watch=1.112 sends=0.440 saves=0.302
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: rest reward=0.15
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["sustainable fashion", "digital detox", "golden hour shots"], "trending_tags": ["gadgets", "devtools", "artificialintelligence", "fashionblogger", "health"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [], "avg_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 1,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Golden Hour Shots Photography Tips",
      "tags": ["goldenhourshots", "photographytips", "travelphotography", "sustainablefashion"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Digital Detox: A Guide for Tech-Free Nights",
      "tags": ["digitaldetox", "techfree", "lifestyle", "sustainablefashion"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Sustainable Fashion Trends for the Golden Hour",
      "tags": ["sustainablefashion", "fashiontrends", "goldenhour", "photography"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and leveraging the Global Night Owls' affinity for photography and travel. Created content types that align with their peak hours and preferences."
}


Prompt:
Day: Sat | days_elapsed=12
Energy: 1.00 | Followers: 12759
Engagement: 1.030 | Queue: 0
Signals: watch=1.112 sends=0.440 saves=0.302
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: rest reward=0.15
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["sustainable fashion", "digital detox", "golden hour shots"], "trending_tags": ["gadgets", "devtools", "artificialintelligence", "fashionblogger", "health"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [], "avg_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 1,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Golden Hour Shots Photography Tips",
      "tags": ["goldenhourshots", "photographytips", "travelphotography", "sustainablefashion"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Digital Detox: A Guide for Tech-Free Nights",
      "tags": ["digitaldetox", "techfree", "lifestyle", "sustainablefashion"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Sustainable Fashion Trends for the Golden Hour",
      "tags": ["sustainablefashion", "fashiontrends", "goldenhour", "photography"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and leveraging the Global Night Owls' affinity for photography and travel. Created content types that align with their peak hours and preferences."
}


Prompt:
Day: Sat | days_elapsed=12
Energy: 1.00 | Followers: 12759
Engagement: 1.030 | Queue: 0
Signals: watch=1.112 sends=0.440 saves=0.302
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.23
  D-2: rest reward=0.15
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["sustainable fashion", "digital detox", "golden hour shots"], "trending_tags": ["gadgets", "devtools", "artificialintelligence", "fashionblogger", "health"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [], "avg_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 1,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Golden Hour Shots Photography Tips",
      "tags": ["goldenhourshots", "photographytips", "travelphotography", "sustainablefashion"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Digital Detox: A Guide for Tech-Free Nights",
      "tags": ["digitaldetox", "techfree", "lifestyle", "sustainablefashion"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Sustainable Fashion Trends for the Golden Hour",
      "tags": ["sustainablefashion", "fashiontrends", "goldenhour", "photography"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and leveraging the Global Night Owls' affinity for photography and travel. Created content types that align with their peak hours and preferences."
}


Prompt:
Day: Sun | days_elapsed=13
Energy: 1.00 | Followers: 12858
Engagement: 0.664 | Queue: 0
Signals: watch=0.427 sends=0.226 saves=0.277
Recent (last 3 days):
  D-3: rest reward=0.15
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-1: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Sun | days_elapsed=13
Energy: 1.00 | Followers: 12858
Engagement: 0.664 | Queue: 0
Signals: watch=0.427 sends=0.226 saves=0.277
Recent (last 3 days):
  D-3: rest reward=0.15
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-1: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Sun | days_elapsed=13
Energy: 1.00 | Followers: 12858
Engagement: 0.664 | Queue: 0
Signals: watch=0.427 sends=0.226 saves=0.277
Recent (last 3 days):
  D-3: rest reward=0.15
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-1: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Sun | days_elapsed=13
Energy: 1.00 | Followers: 12858
Engagement: 0.664 | Queue: 0
Signals: watch=0.427 sends=0.226 saves=0.277
Recent (last 3 days):
  D-3: rest reward=0.15
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-1: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["lightroom presets", "travel guide", "streetwear"], "trending_tags": ["explore", "mealprep", "roadtrip", "programming", "running"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "slow living", "tags": ["selfcare", "minimalism", "lifestyle"], "engagement": 0.465, "hours_ago": 14}], "avg_engagement": 0.465}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Explore new places with minimal effort",
      "tags": ["travel", "roadtrip", "explore", "photography", "lightroom_presets"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Meal prep tips for busy nights",
      "tags": ["mealprep", "food", "lifestyle", "travel", "food"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Tech gadgets for photography enthusiasts",
      "tags": ["photography", "travel", "tech", "streetwear", "lightroom_presets"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and interests of Global Night Owls. Leveraged competitor's recent post on slow living to introduce a new concept in each post."
}


Prompt:
Day: Sun | days_elapsed=13
Energy: 1.00 | Followers: 12858
Engagement: 0.664 | Queue: 0
Signals: watch=0.427 sends=0.226 saves=0.277
Recent (last 3 days):
  D-3: rest reward=0.15
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-1: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["lightroom presets", "travel guide", "streetwear"], "trending_tags": ["explore", "mealprep", "roadtrip", "programming", "running"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "slow living", "tags": ["selfcare", "minimalism", "lifestyle"], "engagement": 0.465, "hours_ago": 14}], "avg_engagement": 0.465}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Explore new places with minimal effort",
      "tags": ["travel", "roadtrip", "explore", "photography", "lightroom_presets"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Meal prep tips for busy nights",
      "tags": ["mealprep", "food", "lifestyle", "travel", "food"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Tech gadgets for photography enthusiasts",
      "tags": ["photography", "travel", "tech", "streetwear", "lightroom_presets"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and interests of Global Night Owls. Leveraged competitor's recent post on slow living to introduce a new concept in each post."
}


Prompt:
Day: Sun | days_elapsed=13
Energy: 1.00 | Followers: 12858
Engagement: 0.664 | Queue: 0
Signals: watch=0.427 sends=0.226 saves=0.277
Recent (last 3 days):
  D-3: rest reward=0.15
  D-2: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-1: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["lightroom presets", "travel guide", "streetwear"], "trending_tags": ["explore", "mealprep", "roadtrip", "programming", "running"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "slow living", "tags": ["selfcare", "minimalism", "lifestyle"], "engagement": 0.465, "hours_ago": 14}], "avg_engagement": 0.465}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Explore new places with minimal effort",
      "tags": ["travel", "roadtrip", "explore", "photography", "lightroom_presets"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "Meal prep tips for busy nights",
      "tags": ["mealprep", "food", "lifestyle", "travel", "food"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Tech gadgets for photography enthusiasts",
      "tags": ["photography", "travel", "tech", "streetwear", "lightroom_presets"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on trending topics and interests of Global Night Owls. Leveraged competitor's recent post on slow living to introduce a new concept in each post."
}


Prompt:
Day: Mon | days_elapsed=14
Energy: 1.00 | Followers: 12977
Engagement: 0.501 | Queue: 0
Signals: watch=0.751 sends=0.298 saves=0.185
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-2: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.19
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Mon | days_elapsed=14
Energy: 1.00 | Followers: 12977
Engagement: 0.501 | Queue: 0
Signals: watch=0.751 sends=0.298 saves=0.185
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-2: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.19
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Mon | days_elapsed=14
Energy: 1.00 | Followers: 12977
Engagement: 0.501 | Queue: 0
Signals: watch=0.751 sends=0.298 saves=0.185
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-2: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.19
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {"name": "query_trends", "arguments": {"niche": "lifestyle"}},
    {"name": "query_audience", "arguments": {"segment_id": "global_night_owls"}},
    {"name": "query_competitor", "arguments": {"competitor_id": "lifestyle_blogger", "window_days": 7}}
  ]
}


Prompt:
Day: Mon | days_elapsed=14
Energy: 1.00 | Followers: 12977
Engagement: 0.501 | Queue: 0
Signals: watch=0.751 sends=0.298 saves=0.185
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-2: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.19
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["clean beauty", "lightroom presets", "career advice"], "trending_tags": ["art", "saas", "aitools2026", "passiveincome", "love"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "slow living", "tags": ["selfcare", "minimalism", "lifestyle"], "engagement": 0.465, "hours_ago": 38}, {"content_type": "reel", "topic": "work life balance", "tags": ["wellness", "minimalism", "selfcare"], "engagement": 0.423, "hours_ago": 8}], "avg_engagement": 0.444}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Discovering Clean Beauty Products",
      "tags": ["cleanbeauty", "skincare", "naturalproducts"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "How to Save Time on Social Media",
      "tags": ["time_management", "socialmedia"],
      "intent": "save_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Travel Tips for Solo Adventurers",
      "tags": ["traveladventures", "solojourneys", "traveltips"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on leveraging trending topics and audience preferences to maximize engagement signals. Created content types that align with the Global Night Owls' content type preference and used their active hours."
}


Prompt:
Day: Mon | days_elapsed=14
Energy: 1.00 | Followers: 12977
Engagement: 0.501 | Queue: 0
Signals: watch=0.751 sends=0.298 saves=0.185
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-2: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.19
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["clean beauty", "lightroom presets", "career advice"], "trending_tags": ["art", "saas", "aitools2026", "passiveincome", "love"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "slow living", "tags": ["selfcare", "minimalism", "lifestyle"], "engagement": 0.465, "hours_ago": 38}, {"content_type": "reel", "topic": "work life balance", "tags": ["wellness", "minimalism", "selfcare"], "engagement": 0.423, "hours_ago": 8}], "avg_engagement": 0.444}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Discovering Clean Beauty Products",
      "tags": ["cleanbeauty", "skincare", "naturalproducts"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "How to Save Time on Social Media",
      "tags": ["time_management", "socialmedia"],
      "intent": "save_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Travel Tips for Solo Adventurers",
      "tags": ["traveladventures", "solojourneys", "traveltips"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on leveraging trending topics and audience preferences to maximize engagement signals. Created content types that align with the Global Night Owls' content type preference and used their active hours."
}


Prompt:
Day: Mon | days_elapsed=14
Energy: 1.00 | Followers: 12977
Engagement: 0.501 | Queue: 0
Signals: watch=0.751 sends=0.298 saves=0.185
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.20
  D-2: posts=[1h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.24
  D-1: posts=[14h/reel/watc,15h/stor/watc,16h/caro/watc] reward=0.19
Tool results:
  (none — call query_* tools to discover)
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["clean beauty", "lightroom presets", "career advice"], "trending_tags": ["art", "saas", "aitools2026", "passiveincome", "love"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "slow living", "tags": ["selfcare", "minimalism", "lifestyle"], "engagement": 0.465, "hours_ago": 38}, {"content_type": "reel", "topic": "work life balance", "tags": ["wellness", "minimalism", "selfcare"], "engagement": 0.423, "hours_ago": 8}], "avg_engagement": 0.444}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Discovering Clean Beauty Products",
      "tags": ["cleanbeauty", "skincare", "naturalproducts"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "story",
      "topic": "How to Save Time on Social Media",
      "tags": ["time_management", "socialmedia"],
      "intent": "save_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Travel Tips for Solo Adventurers",
      "tags": ["traveladventures", "solojourneys", "traveltips"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on leveraging trending topics and audience preferences to maximize engagement signals. Created content types that align with the Global Night Owls' content type preference and used their active hours."
}


Prompt:
Day: Mon | days_elapsed=0
Energy: 1.00 | Followers: 10000
Engagement: 0.000 | Queue: 0
Recent (last 3 days): (none — day 1)
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 19:00, 20:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "predict_engagement",
      "arguments": {
        "scheduled_actions": []
      }
    }
  ]
}


Prompt:
Day: Mon | days_elapsed=0
Energy: 1.00 | Followers: 10000
Engagement: 0.000 | Queue: 0
Recent (last 3 days): (none — day 1)
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 19:00, 20:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "predict_engagement",
      "arguments": {
        "scheduled_actions": []
      }
    }
  ]
}


Prompt:
Day: Mon | days_elapsed=0
Energy: 1.00 | Followers: 10000
Engagement: 0.000 | Queue: 0
Recent (last 3 days): (none — day 1)
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 19:00, 20:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "predict_engagement",
      "arguments": {
        "scheduled_actions": []
      }
    }
  ]
}


Prompt:
Day: Mon | days_elapsed=0
Energy: 1.00 | Followers: 10000
Engagement: 0.000 | Queue: 0
Recent (last 3 days): (none — day 1)
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 19:00, 20:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["golden hour shots", "mental health", "tech news"], "trending_tags": ["aitools2026", "webdev", "techreview", "startup", "lifestyle"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  predict_engagement: {"predicted_daily_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Golden Hour Shots Photography Tips",
      "tags": ["photographytips", "goldenhourshots", "instaphotography", "photoadvice", "travelphotography"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top Tech News Stories of the Week",
      "tags": ["technews", "webdev", "startupstories", "ai", "webdevelopment"],
      "intent": "watch_bait"
    },
    {
      "hour": 20,
      "action_type": "post",
      "content_type": "story",
      "topic": "Mental Health Awareness: Tips for Global Night Owls",
      "tags": ["mentalhealth", "nightowls", "wellness", "inspiration", "lifestyle"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging the audience during their peak hours. Used trending topics and interests to create content that aligns with their preferences."
}


Prompt:
Day: Mon | days_elapsed=0
Energy: 1.00 | Followers: 10000
Engagement: 0.000 | Queue: 0
Recent (last 3 days): (none — day 1)
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 19:00, 20:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["golden hour shots", "mental health", "tech news"], "trending_tags": ["aitools2026", "webdev", "techreview", "startup", "lifestyle"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  predict_engagement: {"predicted_daily_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Golden Hour Shots Photography Tips",
      "tags": ["photographytips", "goldenhourshots", "instaphotography", "photoadvice", "travelphotography"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top Tech News Stories of the Week",
      "tags": ["technews", "webdev", "startupstories", "ai", "webdevelopment"],
      "intent": "watch_bait"
    },
    {
      "hour": 20,
      "action_type": "post",
      "content_type": "story",
      "topic": "Mental Health Awareness: Tips for Global Night Owls",
      "tags": ["mentalhealth", "nightowls", "wellness", "inspiration", "lifestyle"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging the audience during their peak hours. Used trending topics and interests to create content that aligns with their preferences."
}


Prompt:
Day: Mon | days_elapsed=0
Energy: 1.00 | Followers: 10000
Engagement: 0.000 | Queue: 0
Recent (last 3 days): (none — day 1)
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 19:00, 20:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["golden hour shots", "mental health", "tech news"], "trending_tags": ["aitools2026", "webdev", "techreview", "startup", "lifestyle"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  predict_engagement: {"predicted_daily_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Golden Hour Shots Photography Tips",
      "tags": ["photographytips", "goldenhourshots", "instaphotography", "photoadvice", "travelphotography"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top Tech News Stories of the Week",
      "tags": ["technews", "webdev", "startupstories", "ai", "webdevelopment"],
      "intent": "watch_bait"
    },
    {
      "hour": 20,
      "action_type": "post",
      "content_type": "story",
      "topic": "Mental Health Awareness: Tips for Global Night Owls",
      "tags": ["mentalhealth", "nightowls", "wellness", "inspiration", "lifestyle"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging the audience during their peak hours. Used trending topics and interests to create content that aligns with their preferences."
}


Prompt:
Day: Tue | days_elapsed=1
Energy: 1.00 | Followers: 10380
Engagement: 1.270 | Queue: 0
Signals: watch=1.934 sends=0.871 saves=0.884
Recent (last 3 days):
  D-1: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 14:00, 13:00, 15:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Tue | days_elapsed=1
Energy: 1.00 | Followers: 10380
Engagement: 1.270 | Queue: 0
Signals: watch=1.934 sends=0.871 saves=0.884
Recent (last 3 days):
  D-1: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 14:00, 13:00, 15:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Tue | days_elapsed=1
Energy: 1.00 | Followers: 10380
Engagement: 1.270 | Queue: 0
Signals: watch=1.934 sends=0.871 saves=0.884
Recent (last 3 days):
  D-1: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 14:00, 13:00, 15:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Tue | days_elapsed=1
Energy: 1.00 | Followers: 10380
Engagement: 1.270 | Queue: 0
Signals: watch=1.934 sends=0.871 saves=0.884
Recent (last 3 days):
  D-1: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 14:00, 13:00, 15:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["skincare routine", "self improvement", "open source"], "trending_tags": ["ootd", "foodie", "oscars", "instagood", "food"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "journaling", "tags": ["selfcare", "wellness", "lifestyle"], "engagement": 0.393, "hours_ago": 22}], "avg_engagement": 0.393}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Discover Your Self Improvement Journey with Daily Habits",
      "tags": ["skincare routine", "self improvement", "selfcare", "wellness"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top Beauty Tips for a Radiant Skin",
      "tags": ["beauty", "skincare routine", "lifestyle", "self improvement"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "story",
      "topic": "Travel Tips for Solo Adventurers",
      "tags": ["travel", "lifestyle", "self improvement", "open source"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging Global Night Owls with diverse content types to maximize watch time. Leveraged trends in skincare, self-improvement, and travel to align with audience interests."
}


Prompt:
Day: Tue | days_elapsed=1
Energy: 1.00 | Followers: 10380
Engagement: 1.270 | Queue: 0
Signals: watch=1.934 sends=0.871 saves=0.884
Recent (last 3 days):
  D-1: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 14:00, 13:00, 15:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["skincare routine", "self improvement", "open source"], "trending_tags": ["ootd", "foodie", "oscars", "instagood", "food"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "journaling", "tags": ["selfcare", "wellness", "lifestyle"], "engagement": 0.393, "hours_ago": 22}], "avg_engagement": 0.393}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Discover Your Self Improvement Journey with Daily Habits",
      "tags": ["skincare routine", "self improvement", "selfcare", "wellness"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top Beauty Tips for a Radiant Skin",
      "tags": ["beauty", "skincare routine", "lifestyle", "self improvement"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "story",
      "topic": "Travel Tips for Solo Adventurers",
      "tags": ["travel", "lifestyle", "self improvement", "open source"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging Global Night Owls with diverse content types to maximize watch time. Leveraged trends in skincare, self-improvement, and travel to align with audience interests."
}


Prompt:
Day: Tue | days_elapsed=1
Energy: 1.00 | Followers: 10380
Engagement: 1.270 | Queue: 0
Signals: watch=1.934 sends=0.871 saves=0.884
Recent (last 3 days):
  D-1: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 14:00, 13:00, 15:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["skincare routine", "self improvement", "open source"], "trending_tags": ["ootd", "foodie", "oscars", "instagood", "food"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "journaling", "tags": ["selfcare", "wellness", "lifestyle"], "engagement": 0.393, "hours_ago": 22}], "avg_engagement": 0.393}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Discover Your Self Improvement Journey with Daily Habits",
      "tags": ["skincare routine", "self improvement", "selfcare", "wellness"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top Beauty Tips for a Radiant Skin",
      "tags": ["beauty", "skincare routine", "lifestyle", "self improvement"],
      "intent": "watch_bait"
    },
    {
      "hour": 16,
      "action_type": "post",
      "content_type": "story",
      "topic": "Travel Tips for Solo Adventurers",
      "tags": ["travel", "lifestyle", "self improvement", "open source"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging Global Night Owls with diverse content types to maximize watch time. Leveraged trends in skincare, self-improvement, and travel to align with audience interests."
}


Prompt:
Day: Wed | days_elapsed=2
Energy: 1.00 | Followers: 10819
Engagement: 1.369 | Queue: 0
Signals: watch=2.634 sends=1.029 saves=0.824
Recent (last 3 days):
  D-2: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-1: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 14:00, 19:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "predict_engagement",
      "arguments": {
        "scheduled_actions": []
      }
    }
  ]
}


Prompt:
Day: Wed | days_elapsed=2
Energy: 1.00 | Followers: 10819
Engagement: 1.369 | Queue: 0
Signals: watch=2.634 sends=1.029 saves=0.824
Recent (last 3 days):
  D-2: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-1: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 14:00, 19:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "predict_engagement",
      "arguments": {
        "scheduled_actions": []
      }
    }
  ]
}


Prompt:
Day: Wed | days_elapsed=2
Energy: 1.00 | Followers: 10819
Engagement: 1.369 | Queue: 0
Signals: watch=2.634 sends=1.029 saves=0.824
Recent (last 3 days):
  D-2: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-1: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 14:00, 19:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "predict_engagement",
      "arguments": {
        "scheduled_actions": []
      }
    }
  ]
}


Prompt:
Day: Wed | days_elapsed=2
Energy: 1.00 | Followers: 10819
Engagement: 1.369 | Queue: 0
Signals: watch=2.634 sends=1.029 saves=0.824
Recent (last 3 days):
  D-2: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-1: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 14:00, 19:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["AI tools", "email marketing", "side hustle"], "trending_tags": ["ml", "fitover40", "genai", "vegan", "travelgram"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  predict_engagement: {"predicted_daily_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Exploring the latest AI tools for email marketing and side hustles",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 AI tools for email marketing and side hustles",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    },
    {
      "hour": 17,
      "action_type": "post",
      "content_type": "story",
      "topic": "How AI tools can help you grow your side hustle",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging Global Night Owls with AI-related content at their peak viewing hours. Leveraged trending topics and interests to maximize engagement."
}


Prompt:
Day: Wed | days_elapsed=2
Energy: 1.00 | Followers: 10819
Engagement: 1.369 | Queue: 0
Signals: watch=2.634 sends=1.029 saves=0.824
Recent (last 3 days):
  D-2: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-1: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 14:00, 19:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["AI tools", "email marketing", "side hustle"], "trending_tags": ["ml", "fitover40", "genai", "vegan", "travelgram"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  predict_engagement: {"predicted_daily_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Exploring the latest AI tools for email marketing and side hustles",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 AI tools for email marketing and side hustles",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    },
    {
      "hour": 17,
      "action_type": "post",
      "content_type": "story",
      "topic": "How AI tools can help you grow your side hustle",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging Global Night Owls with AI-related content at their peak viewing hours. Leveraged trending topics and interests to maximize engagement."
}


Prompt:
Day: Wed | days_elapsed=2
Energy: 1.00 | Followers: 10819
Engagement: 1.369 | Queue: 0
Signals: watch=2.634 sends=1.029 saves=0.824
Recent (last 3 days):
  D-2: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-1: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 14:00, 19:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["AI tools", "email marketing", "side hustle"], "trending_tags": ["ml", "fitover40", "genai", "vegan", "travelgram"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  predict_engagement: {"predicted_daily_engagement": 0.0}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "scheduled_actions": [
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Exploring the latest AI tools for email marketing and side hustles",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    },
    {
      "hour": 15,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 AI tools for email marketing and side hustles",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    },
    {
      "hour": 17,
      "action_type": "post",
      "content_type": "story",
      "topic": "How AI tools can help you grow your side hustle",
      "tags": ["AItools", "emailmarketing", "sidehustle", "ML", "genai"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Focused on engaging Global Night Owls with AI-related content at their peak viewing hours. Leveraged trending topics and interests to maximize engagement."
}


Prompt:
Day: Thu | days_elapsed=3
Energy: 1.00 | Followers: 11419
Engagement: 1.581 | Queue: 0
Signals: watch=3.154 sends=1.380 saves=1.349
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-1: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 12:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ]
}


Prompt:
Day: Thu | days_elapsed=3
Energy: 1.00 | Followers: 11419
Engagement: 1.581 | Queue: 0
Signals: watch=3.154 sends=1.380 saves=1.349
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-1: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 12:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ]
}


Prompt:
Day: Thu | days_elapsed=3
Energy: 1.00 | Followers: 11419
Engagement: 1.581 | Queue: 0
Signals: watch=3.154 sends=1.380 saves=1.349
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-1: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 12:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ]
}


Prompt:
Day: Thu | days_elapsed=3
Energy: 1.00 | Followers: 11419
Engagement: 1.581 | Queue: 0
Signals: watch=3.154 sends=1.380 saves=1.349
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-1: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 12:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["kitchen hacks", "baking tutorial", "tech news"], "trending_tags": ["growyourbusiness", "election", "selfcare", "tips", "sidehustle"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "journaling", "tags": ["selfcare", "wellness", "lifestyle"], "engagement": 0.393, "hours_ago": 70}], "avg_engagement": 0.393}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ],
  "scheduled_actions": [
    {
      "hour": 13,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Travel tips for solo adventurers",
      "tags": ["travel", "adventure", "solo_travel", "budget_travel", "tips"],
      "intent": "watch_bait"
    },
    {
      "hour": 12,
      "action_type": "post",
      "content_type": "story",
      "topic": "Daily self-care routine",
      "tags": ["selfcare", "wellness", "lifestyle", "daily_routine", "morning"],
      "intent": "watch_bait"
    },
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Tech gadgets for productivity",
      "tags": ["tech", "productivity", "gadgets", "work_life_balance", "office_tools"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Based on recent trends and audience preferences, we've planned three posts targeting popular interests such as travel, self-care, and tech. The posts will be optimized for watch bait to maximize engagement."
}


Prompt:
Day: Thu | days_elapsed=3
Energy: 1.00 | Followers: 11419
Engagement: 1.581 | Queue: 0
Signals: watch=3.154 sends=1.380 saves=1.349
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-1: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 12:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["kitchen hacks", "baking tutorial", "tech news"], "trending_tags": ["growyourbusiness", "election", "selfcare", "tips", "sidehustle"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "journaling", "tags": ["selfcare", "wellness", "lifestyle"], "engagement": 0.393, "hours_ago": 70}], "avg_engagement": 0.393}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ],
  "scheduled_actions": [
    {
      "hour": 13,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Travel tips for solo adventurers",
      "tags": ["travel", "adventure", "solo_travel", "budget_travel", "tips"],
      "intent": "watch_bait"
    },
    {
      "hour": 12,
      "action_type": "post",
      "content_type": "story",
      "topic": "Daily self-care routine",
      "tags": ["selfcare", "wellness", "lifestyle", "daily_routine", "morning"],
      "intent": "watch_bait"
    },
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Tech gadgets for productivity",
      "tags": ["tech", "productivity", "gadgets", "work_life_balance", "office_tools"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Based on recent trends and audience preferences, we've planned three posts targeting popular interests such as travel, self-care, and tech. The posts will be optimized for watch bait to maximize engagement."
}


Prompt:
Day: Thu | days_elapsed=3
Energy: 1.00 | Followers: 11419
Engagement: 1.581 | Queue: 0
Signals: watch=3.154 sends=1.380 saves=1.349
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,16h/caro/watc,20h/stor/watc] reward=0.25
  D-2: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-1: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 13:00, 12:00, 14:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["kitchen hacks", "baking tutorial", "tech news"], "trending_tags": ["growyourbusiness", "election", "selfcare", "tips", "sidehustle"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "carousel", "topic": "journaling", "tags": ["selfcare", "wellness", "lifestyle"], "engagement": 0.393, "hours_ago": 70}], "avg_engagement": 0.393}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ],
  "scheduled_actions": [
    {
      "hour": 13,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Travel tips for solo adventurers",
      "tags": ["travel", "adventure", "solo_travel", "budget_travel", "tips"],
      "intent": "watch_bait"
    },
    {
      "hour": 12,
      "action_type": "post",
      "content_type": "story",
      "topic": "Daily self-care routine",
      "tags": ["selfcare", "wellness", "lifestyle", "daily_routine", "morning"],
      "intent": "watch_bait"
    },
    {
      "hour": 14,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Tech gadgets for productivity",
      "tags": ["tech", "productivity", "gadgets", "work_life_balance", "office_tools"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Based on recent trends and audience preferences, we've planned three posts targeting popular interests such as travel, self-care, and tech. The posts will be optimized for watch bait to maximize engagement."
}


Prompt:
Day: Fri | days_elapsed=4
Energy: 1.00 | Followers: 11615
Engagement: 1.271 | Queue: 0
Signals: watch=0.953 sends=0.446 saves=0.483
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-2: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-1: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 12:00, 13:00, 22:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Fri | days_elapsed=4
Energy: 1.00 | Followers: 11615
Engagement: 1.271 | Queue: 0
Signals: watch=0.953 sends=0.446 saves=0.483
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-2: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-1: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 12:00, 13:00, 22:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Fri | days_elapsed=4
Energy: 1.00 | Followers: 11615
Engagement: 1.271 | Queue: 0
Signals: watch=0.953 sends=0.446 saves=0.483
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-2: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-1: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 12:00, 13:00, 22:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Fri | days_elapsed=4
Energy: 1.00 | Followers: 11615
Engagement: 1.271 | Queue: 0
Signals: watch=0.953 sends=0.446 saves=0.483
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-2: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-1: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 12:00, 13:00, 22:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["brand deals", "solo travel tips", "outfit of the day"], "trending_tags": ["smallbusiness", "techreview", "nutrition", "recipe", "explore"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "reel", "topic": "journaling", "tags": ["lifestyle", "minimalism", "wellness"], "engagement": 0.475, "hours_ago": 2}], "avg_engagement": 0.475}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ],
  "scheduled_actions": [
    {
      "hour": 12,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Explore new places with minimal effort",
      "tags": ["travel", "solo_travel", "budget_travel", "brand_deals"],
      "intent": "watch_bait"
    },
    {
      "hour": 13,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 outfit ideas for every occasion",
      "tags": ["outfit_of_the_day", "fashion", "style"],
      "intent": "watch_bait"
    },
    {
      "hour": 22,
      "action_type": "post",
      "content_type": "story",
      "topic": "Nutrition tips for busy professionals",
      "tags": ["nutrition", "wellness", "lifestyle"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Based on recent trends and audience preferences, we're focusing on engaging content that aligns with the Global Night Owls' interests. The chosen topics—travel, fashion, and nutrition—are expected to perform well. Additionally, leveraging competitor insights, we're incorporating elements from their successful posts to enhance engagement."
}


Prompt:
Day: Fri | days_elapsed=4
Energy: 1.00 | Followers: 11615
Engagement: 1.271 | Queue: 0
Signals: watch=0.953 sends=0.446 saves=0.483
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-2: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-1: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 12:00, 13:00, 22:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["brand deals", "solo travel tips", "outfit of the day"], "trending_tags": ["smallbusiness", "techreview", "nutrition", "recipe", "explore"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "reel", "topic": "journaling", "tags": ["lifestyle", "minimalism", "wellness"], "engagement": 0.475, "hours_ago": 2}], "avg_engagement": 0.475}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ],
  "scheduled_actions": [
    {
      "hour": 12,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Explore new places with minimal effort",
      "tags": ["travel", "solo_travel", "budget_travel", "brand_deals"],
      "intent": "watch_bait"
    },
    {
      "hour": 13,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 outfit ideas for every occasion",
      "tags": ["outfit_of_the_day", "fashion", "style"],
      "intent": "watch_bait"
    },
    {
      "hour": 22,
      "action_type": "post",
      "content_type": "story",
      "topic": "Nutrition tips for busy professionals",
      "tags": ["nutrition", "wellness", "lifestyle"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Based on recent trends and audience preferences, we're focusing on engaging content that aligns with the Global Night Owls' interests. The chosen topics—travel, fashion, and nutrition—are expected to perform well. Additionally, leveraging competitor insights, we're incorporating elements from their successful posts to enhance engagement."
}


Prompt:
Day: Fri | days_elapsed=4
Energy: 1.00 | Followers: 11615
Engagement: 1.271 | Queue: 0
Signals: watch=0.953 sends=0.446 saves=0.483
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,16h/stor/watc] reward=0.22
  D-2: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-1: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 12:00, 13:00, 22:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):
Fresh tool results (PHASE A):
  query_trends: {"trending_topics": ["brand deals", "solo travel tips", "outfit of the day"], "trending_tags": ["smallbusiness", "techreview", "nutrition", "recipe", "explore"], "niche_saturation": 0.0}
  query_audience: {"id": "global_night_owls", "label": "Global Night Owls (mixed age, non-US timezone)", "size_fraction": 0.12, "timezone_peak_offset_hours": 8, "topic_affinity": {"tech": 0.8, "photography": 0.7, "travel": 0.8, "lifestyle": 0.5, "beauty": 0.4}, "content_type_preference": {"reel": 0.8, "carousel": 0.8, "story": 0.5, "text_post": 0.5}, "active_hours": [0, 1, 2, 3, 14, 15, 16, 17]}
  query_competitor: {"id": "lifestyle_blogger", "name": "Creator Gamma (Lifestyle Blogger)", "niche": "lifestyle", "posts_per_week": 4, "recent_posts": [{"content_type": "reel", "topic": "journaling", "tags": ["lifestyle", "minimalism", "wellness"], "engagement": 0.475, "hours_ago": 2}], "avg_engagement": 0.475}

PHASE B (PLANNING): respond with JSON {"scheduled_actions": [...], "notes": "..."} using the fresh Tool results above.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 3
      }
    }
  ],
  "scheduled_actions": [
    {
      "hour": 12,
      "action_type": "post",
      "content_type": "reel",
      "topic": "Explore new places with minimal effort",
      "tags": ["travel", "solo_travel", "budget_travel", "brand_deals"],
      "intent": "watch_bait"
    },
    {
      "hour": 13,
      "action_type": "post",
      "content_type": "carousel",
      "topic": "Top 5 outfit ideas for every occasion",
      "tags": ["outfit_of_the_day", "fashion", "style"],
      "intent": "watch_bait"
    },
    {
      "hour": 22,
      "action_type": "post",
      "content_type": "story",
      "topic": "Nutrition tips for busy professionals",
      "tags": ["nutrition", "wellness", "lifestyle"],
      "intent": "watch_bait"
    }
  ],
  "notes": "Based on recent trends and audience preferences, we're focusing on engaging content that aligns with the Global Night Owls' interests. The chosen topics—travel, fashion, and nutrition—are expected to perform well. Additionally, leveraging competitor insights, we're incorporating elements from their successful posts to enhance engagement."
}


Prompt:
Day: Sat | days_elapsed=5
Energy: 1.00 | Followers: 11796
Engagement: 0.999 | Queue: 0
Signals: watch=0.895 sends=0.409 saves=0.449
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-2: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
  D-1: posts=[12h/reel/watc,13h/caro/watc,22h/stor/watc] reward=0.23
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 22:00, 21:00, 12:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Sat | days_elapsed=5
Energy: 1.00 | Followers: 11796
Engagement: 0.999 | Queue: 0
Signals: watch=0.895 sends=0.409 saves=0.449
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-2: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
  D-1: posts=[12h/reel/watc,13h/caro/watc,22h/stor/watc] reward=0.23
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 22:00, 21:00, 12:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}


Prompt:
Day: Sat | days_elapsed=5
Energy: 1.00 | Followers: 11796
Engagement: 0.999 | Queue: 0
Signals: watch=0.895 sends=0.409 saves=0.449
Recent (last 3 days):
  D-3: posts=[14h/reel/watc,15h/caro/watc,17h/stor/watc] reward=0.26
  D-2: posts=[13h/reel/watc,12h/stor/watc,14h/caro/watc] reward=0.22
  D-1: posts=[12h/reel/watc,13h/caro/watc,22h/stor/watc] reward=0.23
Tool results:
  (none — call query_* tools to discover)
COACH HINT (USE THESE EXACT HOURS): post 2-3 times today at hours 22:00, 21:00, 12:00. Set scheduled_actions[i].hour to one of these values.
Plan today's actions (JSON only):

PHASE A (DISCOVERY): respond with JSON {"tool_calls": [...]} only.

Response:
{
  "tool_calls": [
    {
      "name": "query_trends",
      "arguments": {
        "niche": "lifestyle"
      }
    },
    {
      "name": "query_audience",
      "arguments": {
        "segment_id": "global_night_owls"
      }
    },
    {
      "name": "query_competitor",
      "arguments": {
        "competitor_id": "lifestyle_blogger",
        "window_days": 7
      }
    }
  ]
}