| ` tags and I'm figuring out how to precisely capture their names. Following the brewery, I'm noting the format of the beer names. I am preparing to implement these patterns into the parsing logic.",
"timestamp": "2026-03-03T14:13:39.208Z"
},
{
"subject": "Parsing and Planning Refinement",
"description": "Now, I'm focusing on the interaction with Untappd. After extracting brewery and beer names, I'll use a search query. I've decided to prioritize search links over scraping for now, because of potential bot protection. I am going to try and build an Untappd search URL, formatted as `https://untappd.com/search?q=[brewery]+[beer]`. Then I'll be creating a python script to process the HTML, extracting the necessary elements, and generating these URLs.",
"timestamp": "2026-03-03T14:13:42.123Z"
},
{
"subject": "Constructing Extraction Logic",
"description": "I'm now writing the Python script to extract brewery and beer data, focusing on robustness. I'm using regular expressions. I'll test the extraction with edge cases. I'll use a `web_fetch` call to see what content I can pull, and then make further decisions.",
"timestamp": "2026-03-03T14:13:42.138Z"
}
],
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"command": "cat << 'EOF' > extract_beers.py\nfrom bs4 import BeautifulSoup\nimport re\n\nwith open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n html_content = f.read()\n\nsoup = BeautifulSoup(html_content, 'html.parser')\nbeers = []\ncurrent_brewery = None\n\n# Look for all tags\nfor p in soup.find_all('p'):\n text = p.get_text(strip=True)\n if not text:\n continue\n\n # Try to identify brewery spans\n span = p.find('span')\n if span and ('color: rgb(245, 239, 85)' in span.get('style', '') or 'color: #F5EF55' in span.get('style', '').upper()):\n # This is likely a brewery name\n brewery_text = span.get_text(strip=True)\n # Clean up brewery name (remove trailing commas, etc)\n current_brewery = brewery_text.strip(',').strip()\n continue\n\n # Look for beer entries like \"1. Name ABV% ...\" or \"K50 Name ABV% ...\"\n match = re.match(r'^(?:K\\s?)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', text)\n if match and current_brewery:\n beer_name = match.group(2).strip()\n abv = match.group(3).strip()\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_name,\n 'abv': abv\n })\n\nfor b in beers:\n print(f\"{b['brewery']} | {b['beer']} | {b['abv']}\")\nEOF\npython3 extract_beers.py\n",
"description": "Extract brewery and beer names from the HTML file using Python and BeautifulSoup."
},
"result": [
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"functionResponse": {
"id": "run_shell_command_1772547223760_0",
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"output": "Output: Traceback (most recent call last):\n File \"/Users/bob/git/rjw1/beer-list/extract_beers.py\", line 1, in \n from bs4 import BeautifulSoup\nModuleNotFoundError: No module named 'bs4'\nExit Code: 1\nProcess Group PGID: 16690"
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],
"status": "success",
"timestamp": "2026-03-03T14:13:53.530Z",
"resultDisplay": "Traceback (most recent call last):\n File \"/Users/bob/git/rjw1/beer-list/extract_beers.py\", line 1, in \n from bs4 import BeautifulSoup\nModuleNotFoundError: No module named 'bs4'",
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"id": "e9af21da-4d6d-458e-9fab-75ade96f35cd",
"timestamp": "2026-03-03T14:13:58.580Z",
"type": "gemini",
"content": "I'll revise my extraction script to use only standard Python libraries to identify brewery and beer names from the HTML.",
"thoughts": [
{
"subject": "Analyzing the Options",
"description": "I've decided to prioritize a direct approach. Since BeautifulSoup isn't available, I'll leverage `re` and `html.parser`. The `google_web_search` method presents a faster solution. I'll get those names first, then search. This feels more efficient.",
"timestamp": "2026-03-03T14:13:56.283Z"
},
{
"subject": "Revising the Strategy",
"description": "I've streamlined the regex approach. It now focuses on raw text to avoid the complexity of `html.parser` given the constraint. The `google_web_search` is still my primary method, but the regex will parse the raw text data efficiently.",
"timestamp": "2026-03-03T14:13:56.284Z"
}
],
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"id": "run_shell_command_1772547238574_0",
"name": "run_shell_command",
"args": {
"description": "Extract beer names and breweries using a refined Python script with standard libraries.",
"command": "cat << 'EOF' > extract_beers.py\nimport re\nimport html\n\nwith open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n# Regular expression for brewery in \n# Note: style can vary slightly, so use flexible regex\nbrewery_regex = re.compile(r']*style=[\"\\'][^\"\\']*(?:color:\\s*(?:rgb\\(245,\\s*239,\\s*85\\)|#F5EF55|#f5ef55))[^>]*>(.*?)', re.IGNORECASE | re.DOTALL)\n\n# Regular expression for beer entries\n# Look for number followed by period and name, followed by %\nbeer_regex = re.compile(r'^(?:K\\s?)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', re.IGNORECASE)\n\nbeers = []\ncurrent_brewery = None\n\n# We can split by tags and check each line\np_tags = re.split(r'<(?:p|div)[^>]*>', content)\n\nfor p in p_tags:\n p = p.split(']+>', '', p)).strip()\n if not text:\n continue\n\n # Check for brewery in this paragraph\n brewery_match = brewery_regex.search(p)\n if brewery_match:\n current_brewery = html.unescape(re.sub(r'<[^>]+>', '', brewery_match.group(1))).strip(',').strip()\n\n # Check for beer\n beer_match = beer_regex.match(text)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\nfor b in beers:\n print(f\"{b['brewery']} | {b['beer']} | {b['abv']}\")\nEOF\npython3 extract_beers.py\n"
},
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"id": "run_shell_command_1772547238574_0",
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"output": "Output: (empty)\nProcess Group PGID: 16700"
}
}
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"status": "success",
"timestamp": "2026-03-03T14:14:00.615Z",
"resultDisplay": "",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
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{
"id": "90c4a693-53ac-4aa6-ab90-afae5b96591a",
"timestamp": "2026-03-03T14:14:05.927Z",
"type": "gemini",
"content": "I'll adjust my script to better handle the HTML structure and ensure I'm capturing the brewery and beer details correctly.",
"thoughts": [
{
"subject": "Reviewing the HTML Structure",
"description": "I'm now diving deeper into the HTML provided, suspecting the regex failed to capture the intended structure. I'm focusing on the provided snippet, particularly the 'Example Brewery' section, to refine the pattern. I'm hoping to improve the extraction accuracy.",
"timestamp": "2026-03-03T14:14:02.835Z"
},
{
"subject": "Simplifying Extraction Approach",
"description": "The prior attempt using `re.split` seems too complex, and likely missed some content. I'm now shifting to a line-by-line text extraction from the HTML. The goal is to isolate the brewery and beer information more directly, using a simpler parsing method. I believe this will provide a cleaner dataset for further processing.",
"timestamp": "2026-03-03T14:14:04.089Z"
}
],
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"id": "run_shell_command_1772547245921_0",
"name": "run_shell_command",
"args": {
"description": "Updated script to use more flexible regex for brewery and beer name extraction.",
"command": "cat << 'EOF' > extract_beers.py\nimport re\nimport html\n\nwith open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n# Try getting all and contents\np_matches = re.findall(r']*>(.*?) ', content, re.DOTALL | re.IGNORECASE)\n\nbeers = []\ncurrent_brewery = None\n\n# Styles for brewery spans\nbrewery_styles = ['rgb(245, 239, 85)', '#F5EF55', '#f5ef55']\n\nfor p in p_matches:\n # Clean p text\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Check for brewery in a span\n span_match = re.search(r']*style=[\"\\']([^\"\\']*)[\"\\'][^>]*>(.*?)', p, re.IGNORECASE)\n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n # Check for beer\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\nfor b in beers:\n print(f\"{b['brewery']} | {b['beer']} | {b['abv']}\")\nEOF\npython3 extract_beers.py\n"
},
"result": [
{
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"output": "Output: Battersea Brewery | Admiral’s Best | 4.5%\nBattersea Brewery | Landlord’s Golden Ale | 4.2%\nBattersea Brewery | Braggot | 8%\nBattersea Brewery | Mixed Signals | 8%\nBrew York, York | Hop Cat | 3.9%\nBrew York, York | Calmer Chameleon | 4.1%\nBrew York, York | Centennial Valley | 4.1%\nCloudwater, Manchester | Quizas | 4.2%\nCloudwater, Manchester | Butterfly Effect | 4.8%\nCloudwater, Manchester | Acadian + Neptune Collab | 5%\nCloudwater, Manchester | Mine to Give | 5%\nDeya Brewing | Best Foot Forward | 4.4%\nDownton Salisbury, Wiltshire | Honey Blonde | 4.3%\nDownton Salisbury, Wiltshire | Dragon IPA | 4.5%\nDownton Salisbury, Wiltshire | Chocolate Orange | 5.8%\nDownton Salisbury, Wiltshire | Chimera Strong IPA | 6.8%\nHarveys, Lewes, Sussex | Harveys Best | 4.0%\nHarveys, Lewes, Sussex | Old Ale | 4.3%\nHarveys, Lewes, Sussex | Porter | 4.8%\nHarveys, Lewes, Sussex | Prince of Denmark | 7.5%\nIron Pier | The Importance of Being Ernest | 4.2%\nIron Pier | Perry Street | 3.7%\nNew Bristol Brewery | Bristolian Rhapsody ESB | 5.2%\nNew Bristol Brewery | Cinder Toffee Stout | 4.5%\nOtherworld Brewing, Manchester | Kindling Fig 80/- Shilling | 4.0%\nRedemption Brewing, Tottenham | Trinity | 3%\nRedemption Brewing, Tottenham | Rock the Kazbek | 4.0%\nRedemption Brewing, Tottenham | American Pale Ale | 4.0%\nRedemption Brewing, Tottenham | Hopsur | 4.5%\nRedemption Brewing, Tottenham | Urban Dusk | 4.6%\nRedemption Brewing, Tottenham | Extra Special Bitter (ESB) | 5.3%\nRedemption Brewing, Tottenham | Big Chief IPA | 5.5%\nSambrook’s, The Ram Quarter Wandsworth SW18 | Valhalla | 5.0%\nSambrook’s, The Ram Quarter Wandsworth SW18 | Block Party | 5.2%\nSambrook’s, The Ram Quarter Wandsworth SW18 | Green Hop | 4.3%\nStardust Brewery, White Waltham, Berkshire | English Bitter | 4.0%\nStardust Brewery, White Waltham, Berkshire | Goose | 6.2%\nThornbridge | Kelham Pale Rider | 5.2%\nThornbridge | Thornbridge Imperial Stout | 7.7%\nThree Brothers Brewing, Durham | Trilogy Blonde | 3.9%\nTitanic, Burslem, Stoke | Plum Porter | 4.9%\nWindsor & Eton | Kohinoor | 5.0%\nWindsor & Eton | Father Thames | 4.8%\nWindsor & Eton | Windsor Knot | 4.5%\nAzvex Brewing Co, Gibraltar Row, Liverpool | Unreadable Metal Logos | 6.66%\nBraybrooke Beer Co, Market Harborough, Leics. | Braybrooke Helles | 4.2%\nBraybrooke Beer Co, Market Harborough, Leics. | Braybrooke Pilsner | 4.5%\nBraybrooke Beer Co, Market Harborough, Leics. | Braybrooke Keller Lager | 4.8%\nBrew York , York | Golden Eagle | 4.5%\nBrew York , York | Time Travelling Taxi | 5.4%\nBrew York , York | Brewmaster 007 | 7%\nCloudwater, Manchester | Piccadilly Pilsner | 4.2%\nCloudwater, Manchester | Bird on a Swing | 8%\nCloudwater, Manchester | Once Upon a Time in Manchester | 10.5%\nDeya Brewing, Lansdown Industrial Estate, Gloucester Rd, Cheltenham, Gloucester | Tappy Pils | 4.4%\nDeya Brewing, Lansdown Industrial Estate, Gloucester Rd, Cheltenham, Gloucester | Into the Haze | 6.2%\nDrop Project, Mitcham, Surrey | Shifty Shifty (7.0% instead of usual | 5.2%\nDrop Project, Mitcham, Surrey | Crush | 4.2%\nDrop Project, Mitcham, Surrey | Razza Raspberry Wheat Beer | 4.8%\nDrop Project, Mitcham, Surrey | Drop x Silent X | 5.2%\nKirkstall | Judious | 4.8%\nOtherworld Brewing, Manchester | Armada Pale | 4.0%\nOtherworld Brewing, Manchester | Abandon | 6.4%\nOtherworld Brewing, Manchester | Cerebus Barrel Aged Imperial Stout | 10.7%\nPonoma, Salford, Greater Manchester | I’ll Even Kiss a Sunset Pig | 5.1%\nPonoma, Salford, Greater Manchester | Lend Me Some Sugar | 6.5%\nPressure Drop, Tottenham Hale, N17 | Vienna Lager | 5.2%\nPressure Drop, Tottenham Hale, N17 | Crabs | 6.5%\nupercute Brewing *****NEW BREWERY**** | LaLaLa Lager | 4.5%\nupercute Brewing *****NEW BREWERY**** | Kissy Kissy | 4.7%\nupercute Brewing *****NEW BREWERY**** | Big Coat | 6.0%\nThornbridge. Bakewell, Derbyshire | Bayern Lager | 4.5%\nThornbridge. Bakewell, Derbyshire | Czech Mates | 4.8%\nThornbridge. Bakewell, Derbyshire | Cocoa Wonderland | 6.8%\nTrack, Piccadilly Trading Estate, Manchester | Free Around You | 5.0%\nTrack, Piccadilly Trading Estate, Manchester | Into the Sky | 6.5%\nVault City, Edinburgh, Scotland | Dragon Fruit Peach Vanilla | 8%\nVault City, Edinburgh, Scotland | Triple Fruited Mango | 4.8%\nVault City, Edinburgh, Scotland | Wasteland Imperial Vault Dweller | 8.4%\nVault City, Edinburgh, Scotland | Instant Spark | 12%\nVault City, Edinburgh, Scotland | Espresso Martini | 13%\nVault City, Edinburgh, Scotland | Swiss Peaks | 14%\nVault City, Edinburgh, Scotland | Gold Standard | 15%\nWindsor & Eton, Windsor, Berkshire | Solero Supernova | 4.7%\nWindsor & Eton, Windsor, Berkshire | Treason | 5.8%\nYonder Brewing, Radstock, Somerset | Passion Fruit Nectarine Sorbet 2026 | 4.5%\nYonder Brewing, Radstock, Somerset | Tiramisu | 6.5%\nProcess Group PGID: 16715"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:14:09.003Z",
"resultDisplay": "Battersea Brewery | Admiral’s Best | 4.5%\nBattersea Brewery | Landlord’s Golden Ale | 4.2%\nBattersea Brewery | Braggot | 8%\nBattersea Brewery | Mixed Signals | 8%\nBrew York, York | Hop Cat | 3.9%\nBrew York, York | Calmer Chameleon | 4.1%\nBrew York, York | Centennial Valley | 4.1%\nCloudwater, Manchester | Quizas | 4.2%\nCloudwater, Manchester | Butterfly Effect | 4.8%\nCloudwater, Manchester | Acadian + Neptune Collab | 5%\nCloudwater, Manchester | Mine to Give | 5%\nDeya Brewing | Best Foot Forward | 4.4%\nDownton Salisbury, Wiltshire | Honey Blonde | 4.3%\nDownton Salisbury, Wiltshire | Dragon IPA | 4.5%\nDownton Salisbury, Wiltshire | Chocolate Orange | 5.8%\nDownton Salisbury, Wiltshire | Chimera Strong IPA | 6.8%\nHarveys, Lewes, Sussex | Harveys Best | 4.0%\nHarveys, Lewes, Sussex | Old Ale | 4.3%\nHarveys, Lewes, Sussex | Porter | 4.8%\nHarveys, Lewes, Sussex | Prince of Denmark | 7.5%\nIron Pier | The Importance of Being Ernest | 4.2%\nIron Pier | Perry Street | 3.7%\nNew Bristol Brewery | Bristolian Rhapsody ESB | 5.2%\nNew Bristol Brewery | Cinder Toffee Stout | 4.5%\nOtherworld Brewing, Manchester | Kindling Fig 80/- Shilling | 4.0%\nRedemption Brewing, Tottenham | Trinity | 3%\nRedemption Brewing, Tottenham | Rock the Kazbek | 4.0%\nRedemption Brewing, Tottenham | American Pale Ale | 4.0%\nRedemption Brewing, Tottenham | Hopsur | 4.5%\nRedemption Brewing, Tottenham | Urban Dusk | 4.6%\nRedemption Brewing, Tottenham | Extra Special Bitter (ESB) | 5.3%\nRedemption Brewing, Tottenham | Big Chief IPA | 5.5%\nSambrook’s, The Ram Quarter Wandsworth SW18 | Valhalla | 5.0%\nSambrook’s, The Ram Quarter Wandsworth SW18 | Block Party | 5.2%\nSambrook’s, The Ram Quarter Wandsworth SW18 | Green Hop | 4.3%\nStardust Brewery, White Waltham, Berkshire | English Bitter | 4.0%\nStardust Brewery, White Waltham, Berkshire | Goose | 6.2%\nThornbridge | Kelham Pale Rider | 5.2%\nThornbridge | Thornbridge Imperial Stout | 7.7%\nThree Brothers Brewing, Durham | Trilogy Blonde | 3.9%\nTitanic, Burslem, Stoke | Plum Porter | 4.9%\nWindsor & Eton | Kohinoor | 5.0%\nWindsor & Eton | Father Thames | 4.8%\nWindsor & Eton | Windsor Knot | 4.5%\nAzvex Brewing Co, Gibraltar Row, Liverpool | Unreadable Metal Logos | 6.66%\nBraybrooke Beer Co, Market Harborough, Leics. | Braybrooke Helles | 4.2%\nBraybrooke Beer Co, Market Harborough, Leics. | Braybrooke Pilsner | 4.5%\nBraybrooke Beer Co, Market Harborough, Leics. | Braybrooke Keller Lager | 4.8%\nBrew York , York | Golden Eagle | 4.5%\nBrew York , York | Time Travelling Taxi | 5.4%\nBrew York , York | Brewmaster 007 | 7%\nCloudwater, Manchester | Piccadilly Pilsner | 4.2%\nCloudwater, Manchester | Bird on a Swing | 8%\nCloudwater, Manchester | Once Upon a Time in Manchester | 10.5%\nDeya Brewing, Lansdown Industrial Estate, Gloucester Rd, Cheltenham, Gloucester | Tappy Pils | 4.4%\nDeya Brewing, Lansdown Industrial Estate, Gloucester Rd, Cheltenham, Gloucester | Into the Haze | 6.2%\nDrop Project, Mitcham, Surrey | Shifty Shifty (7.0% instead of usual | 5.2%\nDrop Project, Mitcham, Surrey | Crush | 4.2%\nDrop Project, Mitcham, Surrey | Razza Raspberry Wheat Beer | 4.8%\nDrop Project, Mitcham, Surrey | Drop x Silent X | 5.2%\nKirkstall | Judious | 4.8%\nOtherworld Brewing, Manchester | Armada Pale | 4.0%\nOtherworld Brewing, Manchester | Abandon | 6.4%\nOtherworld Brewing, Manchester | Cerebus Barrel Aged Imperial Stout | 10.7%\nPonoma, Salford, Greater Manchester | I’ll Even Kiss a Sunset Pig | 5.1%\nPonoma, Salford, Greater Manchester | Lend Me Some Sugar | 6.5%\nPressure Drop, Tottenham Hale, N17 | Vienna Lager | 5.2%\nPressure Drop, Tottenham Hale, N17 | Crabs | 6.5%\nupercute Brewing *****NEW BREWERY**** | LaLaLa Lager | 4.5%\nupercute Brewing *****NEW BREWERY**** | Kissy Kissy | 4.7%\nupercute Brewing *****NEW BREWERY**** | Big Coat | 6.0%\nThornbridge. Bakewell, Derbyshire | Bayern Lager | 4.5%\nThornbridge. Bakewell, Derbyshire | Czech Mates | 4.8%\nThornbridge. Bakewell, Derbyshire | Cocoa Wonderland | 6.8%\nTrack, Piccadilly Trading Estate, Manchester | Free Around You | 5.0%\nTrack, Piccadilly Trading Estate, Manchester | Into the Sky | 6.5%\nVault City, Edinburgh, Scotland | Dragon Fruit Peach Vanilla | 8%\nVault City, Edinburgh, Scotland | Triple Fruited Mango | 4.8%\nVault City, Edinburgh, Scotland | Wasteland Imperial Vault Dweller | 8.4%\nVault City, Edinburgh, Scotland | Instant Spark | 12%\nVault City, Edinburgh, Scotland | Espresso Martini | 13%\nVault City, Edinburgh, Scotland | Swiss Peaks | 14%\nVault City, Edinburgh, Scotland | Gold Standard | 15%\nWindsor & Eton, Windsor, Berkshire | Solero Supernova | 4.7%\nWindsor & Eton, Windsor, Berkshire | Treason | 5.8%\nYonder Brewing, Radstock, Somerset | Passion Fruit Nectarine Sorbet 2026 | 4.5%\nYonder Brewing, Radstock, Somerset | Tiramisu | 6.5%",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
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},
{
"id": "bdbf935f-8d90-4088-8089-def3e659aae9",
"timestamp": "2026-03-03T14:14:13.950Z",
"type": "gemini",
"content": "I'll perform a test search to see if I can reliably retrieve a direct Untappd link for one of the beers.",
"thoughts": [
{
"subject": "Considering Untappd Search",
"description": "I've assembled a list of beers and breweries. My current focus is integrating this data with Untappd. The challenge is efficiently locating these entries. Without a direct search function, I'll leverage web searches in batches to find Untappd links.",
"timestamp": "2026-03-03T14:14:11.373Z"
},
{
"subject": "Implementing Untappd Links",
"description": "I'm now generating search queries using the format \"Untappd [Brewery] [Beer]\" to pinpoint Untappd URLs. The initial plan was to build an HTML file with search links, but I'm pivoting to retrieve direct links for select beers first via the web search tool, to evaluate the automation potential. I'll test with a few before scaling up.",
"timestamp": "2026-03-03T14:14:13.841Z"
}
],
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{
"id": "google_web_search_1772547253948_0",
"name": "google_web_search",
"args": {
"query": "untappd Battersea Brewery Admiral’s Best"
},
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"name": "google_web_search",
"response": {
"output": "Web search results for \"untappd Battersea Brewery Admiral’s Best\":\n\n**Admiral’s Best Bitter** is a core beer from **Battersea Brewery**, located in London.[1][2][3] It is a traditional English Best Bitter known for its deep copper color and balanced profile.\n\n### **Beer Profile**\n* **Style:** Bitter - Best[3][4][2][1][5]\n* **ABV:** 4.5%[5]\n* **IBU:** 36[1][5]\n* **Untappd Rating:** ~3.6/5 (based on over 450 ratings)[5]\n* **Description:** A full-bodied, \"moreish\" deep copper bitter.[4][5] It is brewed with malted and torrified grains, fermented with British Ale yeast, and features fruity **British Admiral hops**, which give the beer its name.[5][4]\n\n### **Where to Find It**\nAs a flagship cask ale for the brewery, it is most commonly found at:\n* **Battersea Brewery (Taproom):** Located in Arches Lane, near the Battersea Power Station.\n* **The Admiral Hardy (Greenwich):** Frequently listed as a popular location for this specific beer.\n* **The Oak Tavern & Tap House (Sevenoaks):** Often appears in recent check-ins.[2][3]\n* **Newhall Street Tavern (Birmingham):** Another frequent location for this brew.[2][3]\n\n### **Tasting Notes**\nCheck-ins on Untappd often describe it as a classic, easy-drinking session ale with traditional malty notes, a slight fruity bitterness from the Admiral hops, and a smooth finish typical of well-kept cask bitters.\n\nSources:\n[1] untappd.com (https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6049r5Ak6lnLhaQstpRXV-bMe1nNq6-sRrsk6Hk4wgMomYT2e3ZOO-SGMxGqhqnkmXU1sgr5t2Yw4wUj1ejPEfozgf2vHAb4mUnVpA3mpRpukKAFUYSv8TFst8-4oFpk-QIAs0cVxJMs=)\n[2] untappd.com (https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGFEH12qwklxbrDRKc2L-2Xib3r9Hwe65xjLww7U2ew5pn-zheG6FCB95XHgR5J3MPTh7tnwBNEznGdh8tB3Gsht2chfCq54Ko1Al0bI8UaLBDgF93rorNqCssDpOAN)\n[3] untappd.com (https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQEtOeGi9gqQGRgoBCWc4BPKXUV-ZR0hygldNI6Wl_Mj3goAkmg14G2w0hlYzo19kkZ_aaI_ee7FCAZ9yaSADb9jLwjaoQZWSFI-48m0ouXjIduAet6ZcKGcMZoTdqPBrR7ROqOiC0Wx-4qpn2pyogD7WPoc7XfM1KPAGVJI3WU=)\n[4] untappd.com (https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFUr1L7YC1ivZyHmXpNagTO5WK6xjpmW-lrYEBxp9VrxNG7IAvqG5zo9Y-6rCx-SCLneSiSbtzf-oK2CUBwCMAKh9XLGK7gSqN2sD4H8lUjfMX5NUixWRQwPGN91uDNEhPdOqg=)\n[5] untappd.com (https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGZqr1ljfAhBQqjFX4il4riW1QSziLGO7ZFdXo5tDOlbzdw05le6YeT26OueXwOe0llDT7ChveLUzCbX5PpBRlApKqA_K8v957IJBgue4jNTGS-KvPrlVjxBsK9EGMkE5I12d_NmnBXZL7D7oYK2eshlDOTxugzPRBx4H7u31GF-Zw_qcFI)"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:14:20.635Z",
"resultDisplay": "Search results for \"untappd Battersea Brewery Admiral’s Best\" returned.",
"displayName": "GoogleSearch",
"description": "Performs a web search using Google Search (via the Gemini API) and returns the results. This tool is useful for finding information on the internet based on a query.",
"renderOutputAsMarkdown": true
}
]
},
{
"id": "3b167c11-bae6-4b31-8a0f-6876333b1e95",
"timestamp": "2026-03-03T14:14:25.214Z",
"type": "gemini",
"content": "I'll try one more search to see if I can retrieve a direct Untappd link without redirects, which will help me decide whether to use direct or search-based URLs for the final HTML.",
"thoughts": [
{
"subject": "Examining Search Results",
"description": "I'm currently looking at the initial search results and seeing some unexpected redirects, specifically from Google Cloud. Additionally, I'm working to extract and validate the expected Untappd URL format to ensure data integrity.",
"timestamp": "2026-03-03T14:14:22.640Z"
},
{
"subject": "Planning Script Implementation",
"description": "My focus has shifted to script development. I'm moving forward with a Python script to build the HTML. First, the script will parse the beer data, then generate search URLs. I'll attempt to directly locate the Untappd URLs, using the brewery and beer slugs, and then format the HTML. I'm currently testing the search without any redirects and then will attempt to find direct links to the Untappd pages for the beers.",
"timestamp": "2026-03-03T14:14:25.086Z"
}
],
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"input": 32949,
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"toolCalls": [
{
"id": "run_shell_command_1772547265211_0",
"name": "run_shell_command",
"args": {
"command": "curl -s -L \"https://www.google.com/search?q=untappd+Battersea+Brewery+Admiral%27s+Best\" | grep -o 'https://untappd.com/b/[^\"&]*' | head -n 1\n",
"description": "Attempt to extract a direct Untappd link for a beer using curl and grep on Google search results."
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547265211_0",
"name": "run_shell_command",
"response": {
"output": "Output: (empty)\nProcess Group PGID: 16753"
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}
}
],
"status": "success",
"timestamp": "2026-03-03T14:14:32.004Z",
"resultDisplay": "",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
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{
"id": "a4039102-241c-4665-814c-e83e6d6a5ef3",
"timestamp": "2026-03-03T14:14:39.305Z",
"type": "gemini",
"content": "I'll generate an HTML file with brewery, beer, and ABV details, including a direct Untappd search link for each beer to fulfill the user's request.",
"thoughts": [
{
"subject": "Analyzing Search Feasibility",
"description": "I'm realizing that directly curling Google search results is probably a dead end. Instead, my focus has shifted to generating an HTML file containing the search links. This approach seems far more reliable for scraping the required beer data without running into search limits or overcomplicating things. I should probably double-check that beer list again.",
"timestamp": "2026-03-03T14:14:34.703Z"
},
{
"subject": "Creating the HTML Structure",
"description": "I'm now zeroing in on the HTML generation phase. The structure will be straightforward: brewery name, beer name, ABV, and an \"Untappd\" link for each beer, all within a clean HTML file. I'll implement this using a Python script, which seems like the most efficient route given the data requirements.",
"timestamp": "2026-03-03T14:14:35.550Z"
}
],
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"input": 33105,
"output": 939,
"cached": 31047,
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"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "write_file_1772547279302_0",
"name": "write_file",
"args": {
"file_path": "generate_html.py",
"content": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?) ', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n span_match = re.search(r']*style=[\"\\']([^\"\\']*)[\"\\'][^>]*>(.*?)', p, re.IGNORECASE)\n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n"
},
"result": [
{
"functionResponse": {
"id": "write_file_1772547279302_0",
"name": "write_file",
"response": {
"output": "Successfully created and wrote to new file: /Users/bob/git/rjw1/beer-list/generate_html.py. Here is the updated code:\nimport re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?) ', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:14:45.579Z",
"resultDisplay": {
"fileDiff": "Index: generate_html.py\n===================================================================\n--- generate_html.py\tOriginal\n+++ generate_html.py\tWritten\n@@ -0,0 +1,84 @@\n+import re\n+import html\n+import urllib.parse\n+\n+def generate_html():\n+ with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n+ content = f.read()\n+\n+ p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n+\n+ beers = []\n+ current_brewery = None\n+ brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n+\n+ for p in p_matches:\n+ clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n+ if not clean_p:\n+ continue\n+\n+ span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n+ if span_match:\n+ style = span_match.group(1).lower()\n+ if any(color in style for color in brewery_styles):\n+ brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n+ current_brewery = brewery_name\n+\n+ beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n+ if beer_match and current_brewery:\n+ beers.append({\n+ 'brewery': current_brewery,\n+ 'beer': beer_match.group(2).strip(),\n+ 'abv': beer_match.group(3).strip()\n+ })\n+\n+ html_output = \"\"\"\n+\n+\n+ Beer List with Untappd Links\n+ \n+\n+\n+ Beer List with Untappd Links\n+ \n+ \n+ \n+ | Brewery | \n+ Beer | \n+ ABV | \n+ Untappd | \n+ \n+ \n+ \n+\"\"\"\n+\n+ for b in beers:\n+ search_query = f\"{b['brewery']} {b['beer']}\"\n+ search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n+ html_output += f\"\"\" \n+ | {html.escape(b['brewery'])} | \n+ {html.escape(b['beer'])} | \n+ {html.escape(b['abv'])} | \n+ Find on Untappd | \n+ \n+\"\"\"\n+\n+ html_output += \"\"\" \n+ \n+\n+\n+\"\"\"\n+\n+ with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n+ f.write(html_output)\n+\n+if __name__ == '__main__':\n+ generate_html()\n",
"fileName": "generate_html.py",
"filePath": "/Users/bob/git/rjw1/beer-list/generate_html.py",
"originalContent": "",
"newContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"diffStat": {
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"isNewFile": true
},
"displayName": "WriteFile",
"description": "Writes content to a specified file in the local filesystem.\n\n The user has the ability to modify `content`. If modified, this will be stated in the response.",
"renderOutputAsMarkdown": true
}
]
},
{
"id": "5b0a4fbb-fbb8-4aa2-bdf3-df3418206a1b",
"timestamp": "2026-03-03T14:14:47.944Z",
"type": "gemini",
"content": "I'll run the script to generate the HTML file, providing the brewery, beer, and ABV details with Untappd search links for each.",
"thoughts": [
{
"subject": "Running HTML Generation",
"description": "I've just initiated the script. The HTML file generation is underway. I'll monitor for any errors or unexpected outcomes as it progresses. My focus is on ensuring the final output meets the required specifications.",
"timestamp": "2026-03-03T14:14:47.816Z"
}
],
"tokens": {
"input": 34965,
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"cached": 31163,
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"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547287942_0",
"name": "run_shell_command",
"args": {
"description": "Execute the Python script to generate the beer-list-untappd.html file.",
"command": "python3 generate_html.py"
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547287942_0",
"name": "run_shell_command",
"response": {
"output": "Output: File \"/Users/bob/git/rjw1/beer-list/generate_html.py\", line 20\n span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n ^\nSyntaxError: closing parenthesis ']' does not match opening parenthesis '('\nExit Code: 1\nProcess Group PGID: 16801"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:14:50.571Z",
"resultDisplay": " File \"/Users/bob/git/rjw1/beer-list/generate_html.py\", line 20\n span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n ^\nSyntaxError: closing parenthesis ']' does not match opening parenthesis '('",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
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]
},
{
"id": "27fb2977-e93b-4484-ac8c-c473260f1747",
"timestamp": "2026-03-03T14:14:58.141Z",
"type": "gemini",
"content": "I'll correct the regex syntax error in the Python script and re-run it to generate the beer-list-untappd.html file.",
"thoughts": [
{
"subject": "Fixing the Syntax Error",
"description": "I've identified a syntax error within the regex of the script. The issue stems from a clash of quotation marks. The next step involves implementing the necessary adjustments to resolve this, ensuring that the script functions as intended, now.",
"timestamp": "2026-03-03T14:14:53.556Z"
}
],
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{
"id": "write_file_1772547297930_0",
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"args": {
"file_path": "generate_html.py",
"content": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Fixed regex for span style\n span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n"
},
"result": [
{
"functionResponse": {
"id": "write_file_1772547297930_0",
"name": "write_file",
"response": {
"output": "Successfully overwrote file: /Users/bob/git/rjw1/beer-list/generate_html.py. Here is the updated code:\n...\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Fixed regex for span style\n span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n..."
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:14:59.934Z",
"resultDisplay": {
"fileDiff": "Index: generate_html.py\n===================================================================\n--- generate_html.py\tOriginal\n+++ generate_html.py\tWritten\n@@ -17,7 +17,11 @@\n if not clean_p:\n continue\n \n- span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n+ # Fixed regex for span style\n+ span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n+ if not span_match:\n+ span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n+ \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n",
"fileName": "generate_html.py",
"filePath": "/Users/bob/git/rjw1/beer-list/generate_html.py",
"originalContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n span_match = re.search(r']*style=[\"']([^\"']*)[\"'][^>]*>(.*?)', p, re.IGNORECASE)\n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"newContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Fixed regex for span style\n span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"diffStat": {
"model_added_lines": 5,
"model_removed_lines": 1,
"model_added_chars": 275,
"model_removed_chars": 103,
"user_added_lines": 0,
"user_removed_lines": 0,
"user_added_chars": 0,
"user_removed_chars": 0
},
"isNewFile": false
},
"displayName": "WriteFile",
"description": "Writes content to a specified file in the local filesystem.\n\n The user has the ability to modify `content`. If modified, this will be stated in the response.",
"renderOutputAsMarkdown": true
}
]
},
{
"id": "64c946bf-ea86-4a4d-9361-3a348550a31b",
"timestamp": "2026-03-03T14:15:01.783Z",
"type": "gemini",
"content": "I'll run the script to generate the HTML file, fulfilling the request for Untappd search links for each beer.",
"thoughts": [
{
"subject": "Commencing Generation of HTML",
"description": "Okay, I'm initiating the script to produce the HTML file. It's a straightforward process, and I expect it to complete without any issues. I'll monitor the output for any errors, but I anticipate a clean generation.",
"timestamp": "2026-03-03T14:15:01.700Z"
}
],
"tokens": {
"input": 36388,
"output": 63,
"cached": 34753,
"thoughts": 13,
"tool": 0,
"total": 36464
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547301781_0",
"name": "run_shell_command",
"args": {
"command": "python3 generate_html.py",
"description": "Execute the corrected Python script to generate the beer-list-untappd.html file."
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547301781_0",
"name": "run_shell_command",
"response": {
"output": "Output: (empty)\nProcess Group PGID: 16839"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:15:04.065Z",
"resultDisplay": "",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "152d4a0c-791e-4c18-ac73-8c3d8b8855fc",
"timestamp": "2026-03-03T14:15:08.192Z",
"type": "gemini",
"content": "I'll check the generated `beer-list-untappd.html` file to ensure the brewery, beer, and ABV details are correctly included with their Untappd search links.",
"thoughts": [
{
"subject": "Inspecting Script Output",
"description": "The script finished and produced a file. I'm now taking a close look at the generated content to ensure it matches expectations. Preliminary checks seem promising, and I'm focusing on specific data points for validation.",
"timestamp": "2026-03-03T14:15:08.074Z"
}
],
"tokens": {
"input": 36470,
"output": 97,
"cached": 34727,
"thoughts": 13,
"tool": 0,
"total": 36580
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547308189_0",
"name": "run_shell_command",
"args": {
"command": "ls -l beer-list-untappd.html && head -n 20 beer-list-untappd.html",
"description": "Verify the creation and content of the beer-list-untappd.html file."
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547308189_0",
"name": "run_shell_command",
"response": {
"output": "Output: -rw-r--r--@ 1 bob staff 28826 3 Mar 14:15 beer-list-untappd.html\n\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \nProcess Group PGID: 16847"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:15:12.812Z",
"resultDisplay": "-rw-r--r--@ 1 bob staff 28826 3 Mar 14:15 beer-list-untappd.html\n\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | ",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "0e7284df-3133-452b-9224-28af4051569e",
"timestamp": "2026-03-03T14:15:15.319Z",
"type": "gemini",
"content": "I'll remove the temporary Python scripts and the intermediate extraction file to clean up the workspace after generating the final `beer-list-untappd.html`.",
"thoughts": [
{
"subject": "Creating Untappd Links",
"description": "I've generated the `beer-list-untappd.html` file, which successfully compiles the Untappd search links for each beer. My next step involves cleaning up by removing the temporary scripts and other auxiliary files.",
"timestamp": "2026-03-03T14:15:15.221Z"
}
],
"tokens": {
"input": 36853,
"output": 70,
"cached": 34745,
"thoughts": 37,
"tool": 0,
"total": 36960
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547315318_0",
"name": "run_shell_command",
"args": {
"command": "rm extract_beers.py generate_html.py",
"description": "Remove the temporary Python scripts used for data extraction and HTML generation."
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547315318_0",
"name": "run_shell_command",
"response": {
"error": "[Operation Cancelled] Reason: User denied execution."
}
}
}
],
"status": "cancelled",
"timestamp": "2026-03-03T14:15:20.888Z",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "acd856c4-da97-4e02-92cc-ad828bc3d113",
"timestamp": "2026-03-03T14:15:20.892Z",
"type": "info",
"content": "Request cancelled."
},
{
"id": "ee2bcc2f-1a4d-4b42-8266-61342c5bd627",
"timestamp": "2026-03-03T14:22:05.997Z",
"type": "user",
"content": [
{
"text": "for brewry name ignore things after the first comma"
}
]
},
{
"id": "5436e11b-a36c-4b24-a1d3-4e4a3466439d",
"timestamp": "2026-03-03T14:22:09.419Z",
"type": "gemini",
"content": "I'll update the brewery name extraction in `generate_html.py` to include only the part before the first comma, then re-run the script to update the `beer-list-untappd.html` file.",
"thoughts": [
{
"subject": "Analyzing Name Extraction Logic",
"description": "I'm focused on the brewery name extraction. Currently, the code grabs everything within the `` tags, which often includes extra information I don't need. My task now is to modify the script to only retain the brewery name, stopping after the first comma. I'll need to update the `generate_html.py` file to achieve this, using string manipulation to isolate the brewery name precisely.",
"timestamp": "2026-03-03T14:22:08.626Z"
},
{
"subject": "Revisiting Script Implementation",
"description": "My current concern involves verifying the existence of `generate_html.py` because I attempted its deletion earlier. Now, I must adapt the extraction logic by truncating the text at the initial comma within the `` tags. This means revisiting the code to include specific string manipulation steps to isolate the desired brewery names, as per the new instructions.",
"timestamp": "2026-03-03T14:22:09.260Z"
}
],
"tokens": {
"input": 36964,
"output": 224,
"cached": 3645,
"thoughts": 132,
"tool": 0,
"total": 37320
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "replace_1772547729417_0",
"name": "replace",
"args": {
"new_string": " if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip()\n # Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n current_brewery = brewery_name",
"file_path": "/Users/bob/git/rjw1/beer-list/generate_html.py",
"instruction": "Modify brewery name extraction to ignore everything after the first comma.",
"old_string": " if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name"
},
"result": [
{
"functionResponse": {
"id": "replace_1772547729417_0",
"name": "replace",
"response": {
"output": "Successfully modified file: /Users/bob/git/rjw1/beer-list/generate_html.py (1 replacements). Here is the updated code:\n...\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip()\n # Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n..."
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:22:19.471Z",
"resultDisplay": {
"fileDiff": "Index: generate_html.py\n===================================================================\n--- generate_html.py\tCurrent\n+++ generate_html.py\tProposed\n@@ -25,7 +25,9 @@\n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n- brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n+ brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip()\n+ # Ignore things after the first comma\n+ brewery_name = brewery_name.split(',')[0].strip()\n current_brewery = brewery_name\n \n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n",
"fileName": "generate_html.py",
"filePath": "/Users/bob/git/rjw1/beer-list/generate_html.py",
"originalContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Fixed regex for span style\n span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip(',').strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"newContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Fixed regex for span style\n span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip()\n # Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"diffStat": {
"model_added_lines": 3,
"model_removed_lines": 1,
"model_added_chars": 215,
"model_removed_chars": 108,
"user_added_lines": 1,
"user_removed_lines": 86,
"user_added_chars": 46,
"user_removed_chars": 2673
},
"isNewFile": false
},
"displayName": "Edit",
"description": "Replaces text within a file. By default, the tool expects to find and replace exactly ONE occurrence of `old_string`. If you want to replace multiple occurrences of the exact same string, set `allow_multiple` to true. This tool requires providing significant context around the change to ensure precise targeting. Always use the read_file tool to examine the file's current content before attempting a text replacement.\n \n The user has the ability to modify the `new_string` content. If modified, this will be stated in the response.\n \n Expectation for required parameters:\n 1. `old_string` MUST be the exact literal text to replace (including all whitespace, indentation, newlines, and surrounding code etc.).\n 2. `new_string` MUST be the exact literal text to replace `old_string` with (also including all whitespace, indentation, newlines, and surrounding code etc.). Ensure the resulting code is correct and idiomatic and that `old_string` and `new_string` are different.\n 3. `instruction` is the detailed instruction of what needs to be changed. It is important to Make it specific and detailed so developers or large language models can understand what needs to be changed and perform the changes on their own if necessary. \n 4. NEVER escape `old_string` or `new_string`, that would break the exact literal text requirement.\n **Important:** If ANY of the above are not satisfied, the tool will fail. CRITICAL for `old_string`: Must uniquely identify the instance(s) to change. Include at least 3 lines of context BEFORE and AFTER the target text, matching whitespace and indentation precisely. If this string matches multiple locations and `allow_multiple` is not true, the tool will fail.\n 5. Prefer to break down complex and long changes into multiple smaller atomic calls to this tool. Always check the content of the file after changes or not finding a string to match.\n **Multiple replacements:** Set `allow_multiple` to true if you want to replace ALL occurrences that match `old_string` exactly.",
"renderOutputAsMarkdown": true
}
]
},
{
"id": "d7faf4fc-e345-49fd-a339-72637c0ec074",
"timestamp": "2026-03-03T14:22:21.302Z",
"type": "gemini",
"content": "I'll run the updated `generate_html.py` script and then check the output in `beer-list-untappd.html` to confirm the brewery names are correctly formatted.",
"thoughts": [],
"tokens": {
"input": 37449,
"output": 98,
"cached": 36352,
"thoughts": 0,
"tool": 0,
"total": 37547
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547741300_0",
"name": "run_shell_command",
"args": {
"command": "python3 generate_html.py && grep \"\" beer-list-untappd.html | head -n 10",
"description": "Execute the modified Python script and preview the first 10 table cells in the generated HTML."
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547741300_0",
"name": "run_shell_command",
"response": {
"output": "Output: | Battersea Brewery | \n Admiral’s Best | \n 4.5% | \n Find on Untappd | \n Battersea Brewery | \n Landlord’s Golden Ale | \n 4.2% | \n Find on Untappd | \n Battersea Brewery | \n Braggot | \nProcess Group PGID: 18139"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:22:23.310Z",
"resultDisplay": " Battersea Brewery | \n Admiral’s Best | \n 4.5% | \n Find on Untappd | \n Battersea Brewery | \n Landlord’s Golden Ale | \n 4.2% | \n Find on Untappd | \n Battersea Brewery | \n Braggot | ",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "95268a4f-6000-4561-9804-3fa220a55e86",
"timestamp": "2026-03-03T14:22:25.565Z",
"type": "gemini",
"content": "I'll verify that \"Brew York, York\" is now correctly displayed as \"Brew York\" by searching for it in the `beer-list-untappd.html` file.",
"thoughts": [],
"tokens": {
"input": 37741,
"output": 87,
"cached": 36358,
"thoughts": 0,
"tool": 0,
"total": 37828
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547745499_0",
"name": "run_shell_command",
"args": {
"description": "Check for occurrences of \"Brew York\" in the generated HTML to confirm correct truncation.",
"command": "grep \"Brew York\" beer-list-untappd.html | head -n 5"
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547745499_0",
"name": "run_shell_command",
"response": {
"output": "Output: Brew York | \n Brew York | \n Brew York | \n Brew York | \n Brew York | \nProcess Group PGID: 18146"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:22:28.736Z",
"resultDisplay": " Brew York | \n Brew York | \n Brew York | \n Brew York | \n Brew York | ",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "0a97c4f6-3852-4940-93e8-82162dd0af65",
"timestamp": "2026-03-03T14:22:30.071Z",
"type": "gemini",
"content": "I've successfully updated the brewery name extraction to ignore everything after the first comma, and the `beer-list-untappd.html` file now contains the corrected brewery names with their respective Untappd search links.",
"thoughts": [],
"tokens": {
"input": 37873,
"output": 46,
"cached": 36346,
"thoughts": 0,
"tool": 0,
"total": 37919
},
"model": "gemini-3-flash-preview"
},
{
"id": "410bdfce-740d-4856-8658-2b029e0bd2ab",
"timestamp": "2026-03-03T14:25:16.051Z",
"type": "user",
"content": [
{
"text": "'Downton Salisbury' should just be 'Downton'. Also 'upercute Brewing *****NEW BREWERY****' should just be 'Supercute'"
}
]
},
{
"id": "7ded5f7a-2d30-477c-b99a-280347b8d0e7",
"timestamp": "2026-03-03T14:25:20.028Z",
"type": "gemini",
"content": "I'll search for \"upercute\" in the original HTML to determine if it's a character or span issue, then update `generate_html.py` to refine \"Downton Salisbury\" to \"Downton\" and \"Supercute Brewing...\" to \"Supercute.\"",
"thoughts": [
{
"subject": "Refining Brewery Names",
"description": "I'm currently focused on correcting the brewery names. I've noted the specific changes needed, like fixing \"Downt on Salisbury\" and renaming \"upercute Brewing *****NEW BREWERY****\" to \"Supercute\". Now, I'm working to integrate these fixes into the `generate_html.py` script. The goal is to accurately reflect these corrected names.",
"timestamp": "2026-03-03T14:25:18.544Z"
},
{
"subject": "Examining HTML Source",
"description": "I'm now diving into the HTML source file, specifically looking for the \"Supercute\" entry to understand how the name was originally presented. It seems the leading \"S\" was probably hidden within the HTML. My next step will be to verify the correct HTML element and incorporate it into the script, to ensure proper name extraction and avoid future errors. The previous extraction appears to have dropped the initial \"S\".",
"timestamp": "2026-03-03T14:25:19.907Z"
}
],
"tokens": {
"input": 37952,
"output": 114,
"cached": 36462,
"thoughts": 235,
"tool": 0,
"total": 38301
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547920026_0",
"name": "run_shell_command",
"args": {
"description": "Search for \"upercute\" in the original HTML to understand how it's being parsed.",
"command": "grep -C 2 \"upercute\" 2026-spring-wcbf-beer-list.html"
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547920026_0",
"name": "run_shell_command",
"response": {
"output": "Output: K80 West Coast IPA 6.9% Golden beer with strong aroma of fruit and a bitter finish. Classic West Coast IPA \n
\nSupercute Brewing *****NEW BREWERY**** \nK81. LaLaLa Lager 4.5% Classic Bavarian hops Hallertau Blanc and Huell Melon hops deliver zingy subtle flavours of gooseberry, lemon zest & melon. Balanced bitter with low malt sweetness. Crisp, refreshing mouthfeel. \nK82. Kissy Kissy 4.7% Red tangy sour beer, real Scottish cherry purée on oats and wheat, giving a smooth body. Tangier and fruity. \nProcess Group PGID: 18458"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:25:24.143Z",
"resultDisplay": "K80 West Coast IPA 6.9% Golden beer with strong aroma of fruit and a bitter finish. Classic West Coast IPA \n
\nSupercute Brewing *****NEW BREWERY**** \nK81. LaLaLa Lager 4.5% Classic Bavarian hops Hallertau Blanc and Huell Melon hops deliver zingy subtle flavours of gooseberry, lemon zest & melon. Balanced bitter with low malt sweetness. Crisp, refreshing mouthfeel. \nK82. Kissy Kissy 4.7% Red tangy sour beer, real Scottish cherry purée on oats and wheat, giving a smooth body. Tangier and fruity. ",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "aab25758-03fc-452d-a1b4-7475d4947853",
"timestamp": "2026-03-03T14:25:31.760Z",
"type": "gemini",
"content": "I'll update `generate_html.py` to correctly extract \"Supercute\" by including characters before the span, and also refine \"Downton Salisbury\" to \"Downton\" and \"Supercute Brewing...\" to \"Supercute.\"",
"thoughts": [],
"tokens": {
"input": 38357,
"output": 1192,
"cached": 36278,
"thoughts": 0,
"tool": 0,
"total": 39549
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "write_file_1772547931755_0",
"name": "write_file",
"args": {
"content": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n # Check for brewery in a span, but also look for text before it (like the 'S' in Supercute)\n span_match = re.search(r'(.*?)]*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"(.*?)]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(2).lower()\n if any(color in style for color in brewery_styles):\n prefix = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(1))).strip()\n main_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(3))).strip()\n brewery_name = (prefix + main_name).strip()\n \n # Rule: Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n \n # Rule: 'Downton Salisbury' -> 'Downton'\n if 'Downton' in brewery_name:\n brewery_name = 'Downton'\n \n # Rule: 'Supercute Brewing...' -> 'Supercute'\n if 'Supercute' in brewery_name:\n brewery_name = 'Supercute'\n \n current_brewery = brewery_name\n\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"file_path": "generate_html.py"
},
"result": [
{
"functionResponse": {
"id": "write_file_1772547931755_0",
"name": "write_file",
"response": {
"output": "Successfully overwrote file: /Users/bob/git/rjw1/beer-list/generate_html.py. Here is the updated code:\n...\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n # Check for brewery in a span, but also look for text before it (like the 'S' in Supercute)\n span_match = re.search(r'(.*?)]*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"(.*?)]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(2).lower()\n if any(color in style for color in brewery_styles):\n prefix = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(1))).strip()\n main_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(3))).strip()\n brewery_name = (prefix + main_name).strip()\n \n # Rule: Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n \n # Rule: 'Downton Salisbury' -> 'Downton'\n if 'Downton' in brewery_name:\n brewery_name = 'Downton'\n \n # Rule: 'Supercute Brewing...' -> 'Supercute'\n if 'Supercute' in brewery_name:\n brewery_name = 'Supercute'\n \n current_brewery = brewery_name\n\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n..."
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:25:33.362Z",
"resultDisplay": {
"fileDiff": "Index: generate_html.py\n===================================================================\n--- generate_html.py\tOriginal\n+++ generate_html.py\tWritten\n@@ -13,23 +13,35 @@\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n \n for p in p_matches:\n- clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n- if not clean_p:\n- continue\n-\n- # Fixed regex for span style\n- span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n+ # Check for brewery in a span, but also look for text before it (like the 'S' in Supercute)\n+ span_match = re.search(r'(.*?)]*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n- span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n+ span_match = re.search(r\"(.*?)]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n- style = span_match.group(1).lower()\n+ style = span_match.group(2).lower()\n if any(color in style for color in brewery_styles):\n- brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip()\n- # Ignore things after the first comma\n+ prefix = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(1))).strip()\n+ main_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(3))).strip()\n+ brewery_name = (prefix + main_name).strip()\n+ \n+ # Rule: Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n+ \n+ # Rule: 'Downton Salisbury' -> 'Downton'\n+ if 'Downton' in brewery_name:\n+ brewery_name = 'Downton'\n+ \n+ # Rule: 'Supercute Brewing...' -> 'Supercute'\n+ if 'Supercute' in brewery_name:\n+ brewery_name = 'Supercute'\n+ \n current_brewery = brewery_name\n \n+ clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n+ if not clean_p:\n+ continue\n+\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n",
"fileName": "generate_html.py",
"filePath": "/Users/bob/git/rjw1/beer-list/generate_html.py",
"originalContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n # Fixed regex for span style\n span_match = re.search(r']*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(1).lower()\n if any(color in style for color in brewery_styles):\n brewery_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(2))).strip()\n # Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n current_brewery = brewery_name\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"newContent": "import re\nimport html\nimport urllib.parse\n\ndef generate_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n # Check for brewery in a span, but also look for text before it (like the 'S' in Supercute)\n span_match = re.search(r'(.*?)]*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"(.*?)]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(2).lower()\n if any(color in style for color in brewery_styles):\n prefix = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(1))).strip()\n main_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(3))).strip()\n brewery_name = (prefix + main_name).strip()\n \n # Rule: Ignore things after the first comma\n brewery_name = brewery_name.split(',')[0].strip()\n \n # Rule: 'Downton Salisbury' -> 'Downton'\n if 'Downton' in brewery_name:\n brewery_name = 'Downton'\n \n # Rule: 'Supercute Brewing...' -> 'Supercute'\n if 'Supercute' in brewery_name:\n brewery_name = 'Supercute'\n \n current_brewery = brewery_name\n\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p:\n continue\n\n beer_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if beer_match and current_brewery:\n beers.append({\n 'brewery': current_brewery,\n 'beer': beer_match.group(2).strip(),\n 'abv': beer_match.group(3).strip()\n })\n\n html_output = \"\"\"\n\n\n Beer List with Untappd Links\n \n\n\n Beer List with Untappd Links\n \n \n \n | Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('beer-list-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n\nif __name__ == '__main__':\n generate_html()\n",
"diffStat": {
"model_added_lines": 22,
"model_removed_lines": 10,
"model_added_chars": 1136,
"model_removed_chars": 547,
"user_added_lines": 0,
"user_removed_lines": 0,
"user_added_chars": 0,
"user_removed_chars": 0
},
"isNewFile": false
},
"displayName": "WriteFile",
"description": "Writes content to a specified file in the local filesystem.\n\n The user has the ability to modify `content`. If modified, this will be stated in the response.",
"renderOutputAsMarkdown": true
}
]
},
{
"id": "b53a53d2-240a-4474-a597-804fe2fec74f",
"timestamp": "2026-03-03T14:25:35.526Z",
"type": "gemini",
"content": "I'll run the updated `generate_html.py` script and then check the output in `beer-list-untappd.html` to confirm that \"Downton\" and \"Supercute\" are now correctly formatted.",
"thoughts": [],
"tokens": {
"input": 40126,
"output": 121,
"cached": 36437,
"thoughts": 0,
"tool": 0,
"total": 40247
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772547935522_0",
"name": "run_shell_command",
"args": {
"description": "Execute the modified script and check for the correct truncation of \"Downton\" and \"Supercute\" in the generated HTML.",
"command": "python3 generate_html.py && grep -E \"Downton|Supercute\" beer-list-untappd.html | head -n 10"
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772547935522_0",
"name": "run_shell_command",
"response": {
"output": "Output: Downton | \n Find on Untappd | \n Downton | \n Find on Untappd | \n Downton | \n Find on Untappd | \n Downton | \n Find on Untappd | \n Supercute | \n Find on Untappd | \nProcess Group PGID: 18502"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T14:25:36.546Z",
"resultDisplay": " Downton | \n Find on Untappd | \n Downton | \n Find on Untappd | \n Downton | \n Find on Untappd | \n Downton | \n Find on Untappd | \n Supercute | \n Find on Untappd | ",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "cefeadd8-5b54-48fa-924d-7cf626fd3f8c",
"timestamp": "2026-03-03T14:25:37.897Z",
"type": "gemini",
"content": "I've updated the script, and the `beer-list-untappd.html` file now correctly shows \"Downton\" and \"Supercute\" for the brewery names. I'm keeping `generate_html.py` for now in case you have further refinements.",
"thoughts": [],
"tokens": {
"input": 40514,
"output": 59,
"cached": 40097,
"thoughts": 0,
"tool": 0,
"total": 40573
},
"model": "gemini-3-flash-preview"
},
{
"id": "78736193-ae24-4508-a8b4-8ad8348a09d8",
"timestamp": "2026-03-03T17:05:10.321Z",
"type": "user",
"content": [
{
"text": "for soem of the beers the original html doesnt have a . after the number. so they are missing from the new list generated. create a new html page with just the ones currently missing"
}
]
},
{
"id": "9071398c-6125-423d-ab05-65c9f42c2d27",
"timestamp": "2026-03-03T17:05:20.859Z",
"type": "gemini",
"content": "I'll update the beer extraction regex in a new script to make the period after the beer number optional, identify which beers were previously missed, and then generate a new HTML file containing only those missing entries.",
"thoughts": [
{
"subject": "Examining Omissions in Beer Lists",
"description": "I'm now relaxing the regex to capture beer entries that lack a period after the number. The goal is to uncover those elusive beers. Next, I plan to compare the newly extracted list with the original. This will help isolate the beers previously overlooked.",
"timestamp": "2026-03-03T17:05:12.640Z"
},
{
"subject": "Refining the Regex and Plan",
"description": "I've broadened the regex to include beers without a period after the number, like \"41 Jaipur 5.9%\". I'll compare the results of the relaxed regex with the original, which will give me the list of previously missed beers. My next step is writing a script to extract beers using both methods, then find the distinct beers and finally generate the HTML for them.",
"timestamp": "2026-03-03T17:05:15.757Z"
},
{
"subject": "Revising the Extraction Process",
"description": "I've altered the regex to accommodate entries missing the period after the number, like \"41 Jaipur 5.9%.\" Now, I plan to run the modified regex against the source to get the extended list of beers. Next, I will compare that to the results from the original regex, pinpointing the missing beers. Finally, I will write the HTML specifically for these newly identified entries.",
"timestamp": "2026-03-03T17:05:15.776Z"
}
],
"tokens": {
"input": 40611,
"output": 1322,
"cached": 0,
"thoughts": 473,
"tool": 0,
"total": 42406
},
"model": "gemini-3-flash-preview",
"toolCalls": [
{
"id": "run_shell_command_1772557520854_0",
"name": "run_shell_command",
"args": {
"command": "cat << 'EOF' > find_missing_beers.py\nimport re\nimport html\nimport urllib.parse\n\ndef generate_missing_html():\n with open('2026-spring-wcbf-beer-list.html', 'r', encoding='utf-8') as f:\n content = f.read()\n\n p_matches = re.findall(r']*>(.*?)', content, re.DOTALL | re.IGNORECASE)\n\n all_beers = []\n original_beers = []\n current_brewery = None\n brewery_styles = ['rgb(245, 239, 85)', '#f5ef55']\n\n for p in p_matches:\n span_match = re.search(r'(.*?)]*style=[\"]([^\"]*)[\"][^>]*>(.*?)', p, re.IGNORECASE)\n if not span_match:\n span_match = re.search(r\"(.*?)]*style=[']([^']*)['][^>]*>(.*?)\", p, re.IGNORECASE)\n \n if span_match:\n style = span_match.group(2).lower()\n if any(color in style for color in brewery_styles):\n prefix = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(1))).strip()\n main_name = html.unescape(re.sub(r'<[^>]+>', '', span_match.group(3))).strip()\n brewery_name = (prefix + main_name).strip()\n brewery_name = brewery_name.split(',')[0].strip()\n if 'Downton' in brewery_name: brewery_name = 'Downton'\n if 'Supercute' in brewery_name: brewery_name = 'Supercute'\n current_brewery = brewery_name\n\n clean_p = html.unescape(re.sub(r'<[^>]+>', '', p)).strip()\n if not clean_p: continue\n\n # Original regex (with dot)\n orig_match = re.search(r'^(?:K\\s*)?(\\d+)\\.\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if orig_match and current_brewery:\n original_beers.append((current_brewery, orig_match.group(1)))\n\n # Relaxed regex (optional dot)\n relaxed_match = re.search(r'^(?:K\\s*)?(\\d+)\\.?\\s*(.*?)\\s+(\\d+(?:\\.\\d+)?%)', clean_p)\n if relaxed_match and current_brewery:\n all_beers.append({\n 'id': relaxed_match.group(1),\n 'brewery': current_brewery,\n 'beer': relaxed_match.group(2).strip(),\n 'abv': relaxed_match.group(3).strip()\n })\n\n missing_beers = [b for b in all_beers if (b['brewery'], b['id']) not in original_beers]\n\n html_output = \"\"\"\n\n\n Missing Beers List\n \n\n\n Missing Beers (Previously skipped due to missing dot)\n \n \n \n | ID | \n Brewery | \n Beer | \n ABV | \n Untappd | \n \n \n \n\"\"\"\n\n for b in missing_beers:\n search_query = f\"{b['brewery']} {b['beer']}\"\n search_url = f\"https://untappd.com/search?q={urllib.parse.quote(search_query)}\"\n html_output += f\"\"\" \n | {html.escape(b['id'])} | \n {html.escape(b['brewery'])} | \n {html.escape(b['beer'])} | \n {html.escape(b['abv'])} | \n Find on Untappd | \n \n\"\"\"\n\n html_output += \"\"\" \n \n\n\n\"\"\"\n\n with open('missing-beers-untappd.html', 'w', encoding='utf-8') as f:\n f.write(html_output)\n \n print(f\"Generated missing-beers-untappd.html with {len(missing_beers)} beers.\")\n\nif __name__ == '__main__':\n generate_missing_html()\nEOF\npython3 find_missing_beers.py\n",
"description": "Create and execute a script to identify beers missed due to formatting and generate a new HTML file for them."
},
"result": [
{
"functionResponse": {
"id": "run_shell_command_1772557520854_0",
"name": "run_shell_command",
"response": {
"output": "Output: Generated missing-beers-untappd.html with 8 beers.\nProcess Group PGID: 40099"
}
}
}
],
"status": "success",
"timestamp": "2026-03-03T17:05:22.911Z",
"resultDisplay": "Generated missing-beers-untappd.html with 8 beers.",
"displayName": "Shell",
"description": "This tool executes a given shell command as `bash -c `. To run a command in the background, set the `is_background` parameter to true. Do NOT use `&` to background commands. Command is executed as a subprocess that leads its own process group. Command process group can be terminated as `kill -- -PGID` or signaled as `kill -s SIGNAL -- -PGID`.\n\n Efficiency Guidelines:\n - Quiet Flags: Always prefer silent or quiet flags (e.g., `npm install --silent`, `git --no-pager`) to reduce output volume while still capturing necessary information.\n - Pagination: Always disable terminal pagination to ensure commands terminate (e.g., use `git --no-pager`, `systemctl --no-pager`, or set `PAGER=cat`).\n\n The following information is returned:\n\n Output: Combined stdout/stderr. Can be `(empty)` or partial on error and for any unwaited background processes.\n Exit Code: Only included if non-zero (command failed).\n Error: Only included if a process-level error occurred (e.g., spawn failure).\n Signal: Only included if process was terminated by a signal.\n Background PIDs: Only included if background processes were started.\n Process Group PGID: Only included if available.",
"renderOutputAsMarkdown": false
}
]
},
{
"id": "1d348786-9bc2-4e9a-afa3-68498a4f7a29",
"timestamp": "2026-03-03T17:05:24.731Z",
"type": "gemini",
"content": "I've generated `missing-beers-untappd.html`, which contains the 8 beers previously missed due to the missing period after their numbers. I've kept the original `beer-list-untappd.html` as well.",
"thoughts": [],
"tokens": {
"input": 41965,
"output": 53,
"cached": 40013,
"thoughts": 0,
"tool": 0,
"total": 42018
},
"model": "gemini-3-flash-preview"
}
],
"kind": "main",
"summary": "Create HTML with Untappd links from beer list."
} |
![\"\"](\"https://files.constantcontact.com/da71baab901/887fc098-35c6-4a01-8166-d1c506eb2fc7.jpg?rdr=true\")