Code:
https://github.com/SentienceAPI/browser-use/pull/6
How to Run:
python examples/integrations/sentience_multi_step_agent.py
================================================================================
🌐 Initializing AsyncSentienceBrowser
================================================================================
✅ AsyncSentienceBrowser started
🌐 Navigating to first URL: https://google.com
✅ Navigated to first URL - extension should now be injected
================================================================================
🤖 Initializing Local LLM (Qwen 2.5 3B)
================================================================================
📦 Creating LocalLLMProvider instance...
Model: Qwen/Qwen2.5-3B-Instruct
⚠️ IMPORTANT: Model download happens on FIRST LLM call
`torch_dtype` is deprecated! Use `dtype` instead!
Loading checkpoint shards: 100%|███████████████████████████████████████████████████████████████████████| 2/2 [00:03<00:00, 1.71s/it]
✅ LocalLLMProvider instance created (model not loaded yet)
🔄 Pre-loading model (this will download if not cached)...
⚠️ This is where the download happens - watch for progress!
📞 Calling model to trigger download/loading...
⏳ This may take 5-15 minutes on first run (~6GB download)
✅ Model loaded successfully! Response: Ready....
✅ Using local LLM: Qwen/Qwen2.5-3B-Instruct
================================================================================
🚀 Creating MultiStepSentienceAgent
================================================================================
✅ MultiStepSentienceAgent created
================================================================================
📋 Defining Multi-Step Task
================================================================================
✅ Defined 5 task steps
================================================================================
🔍 Defining Verification Callbacks
================================================================================
✅ Defined 5 verification callbacks
================================================================================
🚀 Running Multi-Step Task
================================================================================
INFO [multi_step_agent] 📝 Created tracer: traces/multi-step-agent-1768372143.jsonl
INFO [multi_step_agent] ✅ Created AgentRuntime for verification
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Step 1: Verify on Google search page
INFO [multi_step_agent] ⏰ Started at: 2026-01-13 22:29:03
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ✅ Began verification step 1
INFO [multi_step_agent] 📸 Taking snapshot for step 1...
INFO [multi_step_agent] 📊 Snapshot stats: 50 total elements, IDs range: 5-310
INFO [multi_step_agent] 📊 Interactive elements: 23 elements, IDs range: 6-310
INFO [multi_step_agent] 📋 Showing 23 elements to LLM, IDs: 6-310
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Compact Snapshot Prompt for Step 1:
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 102|combobox|Search|1587|1|2|-|0|
250|button|I'm Feeling Lucky|812|0|2|-|0|
249|button|Google Search|807|0|2|-|0|
67|button|Upload files or images|744|0|2|-|0|
18|link|Google apps|706|0|0|-|0|products
309|button|Settings|519|0|4|-|0|
310|button|Settings|519|0|4|-|0|
110|button|Search by voice|357|0|2|-|0|
113|button|Search by image|352|0|2|-|0|
23|link|Sign in|316|0|0|-|0|&ec=futura_exp_og_so_727767...
300|link|Applying AI towards science...|230|0|4|-|0|?utm_source=googlehpfooter&...
116|link|AI Mode|171|0|2|-|0|
298|link|How Search works|164|0|4|-|0|?fg=1
122|button|AI Mode|151|0|2|-|0|
131|button|AI Mode|143|0|2|-|0|
123|button|AI Mode|137|0|2|-|0|
124|button|AI Mode|136|0|2|-|0|
304|link|Privacy|133|0|4|-|0|privacy?hl=en&fg=1
297|link|Business|133|0|4|-|0|?subid=ww-ww-et-g-awa-a-g_h...
296|link|Advertising|128|0|4|-|0|?subid=ww-ww-et-g-awa-a-g_h...
305|link|Terms|123|0|4|-|0|terms?hl=en&fg=1
7|link|Store|97|0|0|-|0|US?utm_source=hp_header&utm...
6|link|About|92|0|0|-|0|?fg=1&utm_source=google-US&...
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 🤖 Running agent for step 1...
======================================================================
🤖 Agent Goal: You are on google.com. Verify you see the Google search interface with a search box.
======================================================================
The following generation flags are not valid and may be ignored: ['top_p', 'top_k']. Set `TRANSFORMERS_VERBOSITY=info` for more details.
🧠 LLM Decision: CLICK(102)
✅ Completed in 14304ms
INFO [multi_step_agent] ✅ Agent completed step 1: click on element 102
INFO [multi_step_agent] 📸 Taking snapshot for verification...
INFO [multi_step_agent] ✅ Snapshot taken: 50 elements found
INFO [multi_step_agent] 🔍 Running custom verification for step 1...
Verifying: URL contains google.com
✅ URL contains google.com: True
INFO [multi_step_agent] ✅ Custom verification: PASSED
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ⏰ Step 1 completed at: 2026-01-13 22:29:24
INFO [multi_step_agent] ⏱️ Step 1 duration: 20.79 seconds
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Step 2: Type 'Hacker News Show' in the search box
INFO [multi_step_agent] ⏰ Started at: 2026-01-13 22:29:24
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ✅ Began verification step 2
INFO [multi_step_agent] 📸 Taking snapshot for step 2...
INFO [multi_step_agent] 📊 Snapshot stats: 50 total elements, IDs range: 5-583
INFO [multi_step_agent] 📊 Interactive elements: 23 elements, IDs range: 18-583
INFO [multi_step_agent] 📋 Showing 23 elements to LLM, IDs: 18-583
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Compact Snapshot Prompt for Step 2:
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 102|combobox|Search|1587|1|2|-|0|
523|button|I'm Feeling Lucky|812|0|2|-|0|
522|button|Google Search|807|0|2|-|0|
516|button|I'm Feeling Lucky|772|0|4|-|0|
515|button|Google Search|768|0|4|-|0|
67|button|Upload files or images|744|0|2|-|0|
18|link|Google apps|706|0|0|-|0|products
582|button|Settings|519|0|4|-|0|
583|button|Settings|519|0|4|-|0|
323|option|chris stapleton tennessee w...|412|0|3|-|0|
161|option|kaiser permanente data brea...|401|0|2|-|0|
188|option|valve steam machine price|397|0|2|-|0|
215|option|titan x monarch legacy of m...|394|0|2|-|0|
242|option|boston bruins morgan geekie|390|0|3|-|0|
269|option|healthcare senate vote|386|0|3|-|0|
296|option|american signature inc stor...|382|0|3|-|0|
350|option|omega speedmaster moonwatch|372|0|3|-|0|
377|option|phoenix suns miami heat|368|0|3|-|0|
404|option|verizon unlocking|364|0|4|-|0|
110|button|Search by voice|357|0|2|-|0|
113|button|Search by image|352|0|2|-|0|
23|link|Sign in|316|0|0|-|0|&ec=futura_exp_og_so_727767...
573|link|Applying AI towards science...|230|0|4|-|0|?utm_source=googlehpfooter&...
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 🤖 Running agent for step 2...
======================================================================
🤖 Agent Goal: Type "Hacker News Show" into the Google search box.
IMPORTANT:
1. Find the search input (role="combobox" or "searchbox" with "Search" text)
2. Use type_text action with its element ID to type "Hacker News Show"
3. After typing, a dropdown with suggested search terms may appear - DO NOT click on any suggestions
4. Wait a moment for the dropdown to appear, then proceed to click the "Google Search" button
5. Do NOT press Enter key - click the search button instead
6. Do NOT click on any autocomplete suggestions in the dropdown
======================================================================
🧠 LLM Decision: TYPE(102, "Hacker News Show")
✅ Completed in 4916ms
INFO [multi_step_agent] ✅ Agent completed step 2: type on element 102
INFO [multi_step_agent] 📸 Taking snapshot for verification...
INFO [multi_step_agent] ✅ Snapshot taken: 50 elements found
INFO [multi_step_agent] 🔍 Running custom verification for step 2...
Verifying: Still on google.com
✅ Still on google.com: True
INFO [multi_step_agent] ✅ Custom verification: PASSED
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ⏰ Step 2 completed at: 2026-01-13 22:29:30
INFO [multi_step_agent] ⏱️ Step 2 duration: 6.94 seconds
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Step 3: Click the Google Search button
INFO [multi_step_agent] ⏰ Started at: 2026-01-13 22:29:30
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ✅ Began verification step 3
INFO [multi_step_agent] 📸 Taking snapshot for step 3...
INFO [multi_step_agent] 📊 Snapshot stats: 50 total elements, IDs range: 5-592
INFO [multi_step_agent] 📊 Interactive elements: 23 elements, IDs range: 18-592
INFO [multi_step_agent] 📋 Showing 23 elements to LLM, IDs: 18-592
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Compact Snapshot Prompt for Step 3:
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 102|combobox|Search|1596|1|2|-|0|
532|button|I'm Feeling Lucky|812|0|2|-|0|
531|button|Google Search|807|0|2|-|0|
525|button|I'm Feeling Lucky|777|0|4|-|0|
524|button|Google Search|773|0|4|-|0|
105|button|Clear|766|0|2|-|0|
67|button|Upload files or images|744|0|2|-|0|
18|link|Google apps|706|0|0|-|0|products
104|button|AI Mode|566|0|2|-|0|
591|button|Settings|519|0|4|-|0|
592|button|Settings|519|0|4|-|0|
160|option|hacker news show hn|407|0|2|-|0|
215|option|hacker news show dead|401|0|2|-|0|
188|option|hacker news show|401|0|2|-|0|
243|option|hacker news show flagged|396|0|2|-|0|
271|option|hacker news shows sorry|392|0|3|-|0|
299|option|hack new show|388|0|3|-|0|
327|option|new hacker show|384|0|3|-|0|
355|option|hacker news show new|380|0|3|-|0|
383|option|hacker news post not showing|376|0|3|-|0|
412|option|hacker news rules|372|0|3|-|0|
23|link|Sign in|316|0|0|-|0|&ec=futura_exp_og_so_727767...
582|link|Applying AI towards science...|230|0|4|-|0|?utm_source=googlehpfooter&...
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 🤖 Running agent for step 3...
======================================================================
🤖 Agent Goal: Click the "Google Search" button to submit the search.
IMPORTANT:
1. Find the button (role="button" with "Google Search" text)
2. Make sure you click the actual search BUTTON, not any autocomplete suggestions
3. The button should be below or next to the search input box
4. Use click action with the button's element ID
5. Do NOT press Enter key
6. Do NOT click on any dropdown suggestions
======================================================================
🧠 LLM Decision: CLICK(531)
✅ Completed in 5798ms
INFO [multi_step_agent] ✅ Agent completed step 3: click on element 531
INFO [multi_step_agent] 📸 Taking snapshot for verification...
INFO [multi_step_agent] ✅ Snapshot taken: 50 elements found
INFO [multi_step_agent] 🔍 Running custom verification for step 3...
Verifying: Search results contain 'Show | Hacker News'
✅ Search results contain 'Show': True
✅ 'Hacker News' text present: True
INFO [multi_step_agent] ✅ Custom verification: PASSED
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ⏰ Step 3 completed at: 2026-01-13 22:29:39
INFO [multi_step_agent] ⏱️ Step 3 duration: 8.62 seconds
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Step 4: Click 'Show | Hacker News' link
INFO [multi_step_agent] ⏰ Started at: 2026-01-13 22:29:39
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ✅ Began verification step 4
INFO [multi_step_agent] 📸 Taking snapshot for step 4...
INFO [multi_step_agent] 📊 Snapshot stats: 50 total elements, IDs range: 14-842
INFO [multi_step_agent] 📊 Interactive elements: 41 elements, IDs range: 20-841
INFO [multi_step_agent] 📋 Showing 41 elements to LLM, IDs: 20-841
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Compact Snapshot Prompt for Step 4:
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 55|combobox|Search|1563|1|0|-|0|
339|button|More filters|773|0|1|-|0|
58|button|Clear|748|0|0|-|0|
70|button|Search|736|0|0|-|0|
261|button|Settings|714|0|0|-|0|
273|link|Google apps|709|0|0|-|0|products?tab=wh
338|button|More|573|0|1|-|0|
376|button|Tools|571|0|1|-|0|
377|button|Tools|571|0|1|-|0|
340|button|More|553|0|1|-|0|
378|button|Tools|553|0|1|-|0|
651|link|Hacker News https://news.yc...|408|0|2|7|1|news.ycombinator.com
604|link|Hacker News https://news.yc...|408|0|2|4|1|shownew
556|link|Hacker News https://news.yc...|403|0|1|1|1|show
696|link|Hacker News https://news.yc...|402|0|3|10|1|showhn.html
743|link|Reddit · r/SaaS 2 comments ...|393|0|4|13|1|i_scraped_and_analyzed_1200...
625|button|About this result|344|0|2|-|0|
670|button|About this result|335|0|2|-|0|
577|button|About this result|333|0|1|-|0|
717|button|About this result|332|0|3|-|0|
64|button|Search by voice|327|0|0|-|0|
20|link|Go to Google Home|325|0|0|-|0|webhp?hl=en&sa=X&ved=0ahUKE...
67|button|Search by image|324|0|0|-|0|
278|link|Sign in|319|0|0|-|0|search%3Fq%3Dhacker%2Bnews%...
762|button|About this result|312|0|4|-|0|
559|link|Hacker News|300|0|1|0|1|show
607|link|Hacker News|300|0|2|3|1|shownew
654|link|Hacker News|300|0|2|6|1|news.ycombinator.com
699|link|Hacker News|300|0|3|9|1|showhn.html
792|link|Hacker News|300|0|5|15|1|item?id=44590341
748|link|2 comments · 1 month ago|300|0|4|14|1|i_scraped_and_analyzed_1200...
789|link|Hacker News https://news.yc...|300|0|5|16|1|item?id=44590341
839|link|Best of Show HN|300|0|5|18|1|bestofshowhn.com
746|link|Reddit · r/SaaS|300|0|4|12|1|i_scraped_and_analyzed_1200...
561|link|https://news.ycombinator.co...|300|0|1|2|1|show
656|link|https://news.ycombinator.com|300|0|2|8|1|news.ycombinator.com
841|link|https://bestofshowhn.com|300|0|5|20|1|bestofshowhn.com
701|link|https://news.ycombinator.co...|300|0|3|11|1|showhn.html
794|link|https://news.ycombinator.co...|300|0|5|17|1|item?id=44590341
836|link|Best of Show HN https://bes...|300|0|5|19|1|bestofshowhn.com
609|link|https://news.ycombinator.co...|300|0|2|5|1|shownew
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 🤖 Running agent for step 4...
======================================================================
🤖 Agent Goal: Click the link that goes to the Show HN page.
CRITICAL REQUIREMENTS:
1. Find link element (role="link") with EXACT text "Show | Hacker News" (must include the pipe character |)
2. The link's href/URL must contain "/show" (e.g., news.ycombinator.com/show)
3. Do NOT click links that only say "Hacker News" without "Show |"
4. Do NOT click links that go to news.ycombinator.com (without /show)
5. Only click the link that has BOTH: text="Show | Hacker News" AND href contains "/show"
6. Use click action with the element ID of this specific link
The correct link should look like: "Show | Hacker News" and point to news.ycombinator.com/show
======================================================================
🧠 LLM Decision: CLICK(556)
✅ Completed in 6559ms
INFO [multi_step_agent] ✅ Agent completed step 4: click on element 556
INFO [multi_step_agent] 📸 Taking snapshot for verification...
INFO [multi_step_agent] ✅ Snapshot taken: 50 elements found
INFO [multi_step_agent] 🔍 Running custom verification for step 4...
Verifying: URL contains news.ycombinator.com/show
✅ URL contains news.ycombinator.com/show: True
✅ Show HN posts visible: True
INFO [multi_step_agent] ✅ Custom verification: PASSED
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ⏰ Step 4 completed at: 2026-01-13 22:29:48
INFO [multi_step_agent] ⏱️ Step 4 duration: 8.78 seconds
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Step 5: Find the top 1 Show HN post
INFO [multi_step_agent] ⏰ Started at: 2026-01-13 22:29:48
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ✅ Began verification step 5
INFO [multi_step_agent] 📊 Using increased snapshot limit (100) for final step
INFO [multi_step_agent] 📸 Taking snapshot for step 5...
INFO [multi_step_agent] 📊 Snapshot stats: 100 total elements, IDs range: 11-777
INFO [multi_step_agent] 📊 Interactive elements: 78 elements, IDs range: 11-777
INFO [multi_step_agent] 📋 Showing 50 elements to LLM, IDs: 11-777
INFO [multi_step_agent]
================================================================================
INFO [multi_step_agent] 📋 Compact Snapshot Prompt for Step 5:
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 49|link|Show HN: OSS AI agent that ...|10300|0|0|0|1|epstein.trynia.ai
777|textbox||447|0|6|-|0|
433|link|Show HN: Fall asleep by wat...|300|0|3|16|1|bedtime
457|link|Show HN: Free Personal Pass...|300|0|3|17|1|lets-make-it-personal-we-said
169|link|Show HN: Nogic – VS Code ex...|300|0|1|5|1|items?itemName=Nogic.nogic
502|link|Show HN: AI in SolidWorks|300|0|4|19|1|www.trylad.com
691|link|Show HN: Serverless Compute...|300|0|5|27|1|hyperp
715|link|Show HN: MemSky: Bluesky ti...|300|0|5|28|1|index.html
667|link|Show HN: Customizable OSINT...|300|0|5|26|1|?d=N4IgbiBcCMA0IHcoG1QBcogE...
289|link|Show HN: Self-host Reddit –...|300|0|2|10|1|redd-archiver
739|link|Show HN: Engineering Schizo...|300|0|6|29|1|item?id=46580652
574|link|Show HN: Print Your Anki De...|300|0|4|22|1|ankiprint
121|link|Show HN: The Tsonic Program...|300|0|1|3|1|tsonic.org
193|link|Show HN: Microwave – Native...|300|0|1|6|1|cVxV1W3g
643|link|Show HN: Vibe scrape with A...|300|0|5|25|1|watch?v=ggLDvZKuBlU
409|link|Show HN: Ever wanted to loo...|300|0|3|15|1|dith
145|link|Show HN: A directory to dis...|300|0|1|4|1|www.agentskills.guide
97|link|Show HN: 1D-Pong Game at 39C3|300|0|1|2|1|1d-pong
481|link|Show HN: Ask your repos wha...|300|0|4|18|1|item?id=46607161
241|link|Show HN: An iOS budget app ...|300|0|2|8|1|en
598|link|Show HN: Pane – An agent th...|300|0|4|23|1|paneapp.com
622|link|Show HN: Demo of Rust Lettr...|300|0|5|24|1|item?id=46610947
526|link|Show HN: Giant JSON Viewer ...|300|0|4|20|1|giantjson.com
385|link|Show HN: Agent-of-empires: ...|300|0|3|14|1|agent-of-empires
73|link|Show HN: Cachekit – High pe...|300|0|1|1|1|cachekit
337|link|Show HN: A slsqp solver WAS...|300|0|3|12|1|slsqp-wasm.shuo23333.app
361|link|Show HN: FastScheduler – De...|300|0|3|13|1|fastscheduler
550|link|Show HN: Yolobox – Run AI c...|300|0|4|21|1|yolobox
313|link|Show HN: Ayder – HTTP-nativ...|300|0|2|11|1|ayder
217|link|Show HN: AsciiSketch a free...|300|0|2|7|1|ascii-sketch.html
265|link|Show HN: SnackBase – Open-s...|300|0|2|9|1|snackbase.dev
134|link|2 comments|0|0|1|-|0|item?id=46604308
62|link|14 comments|0|0|1|-|0|item?id=46611348
158|link|1 comment|0|0|1|-|0|item?id=46612779
22|link|show|0|0|0|-|0|show
36|link|here|0|0|0|-|0|shownew
37|link|here|0|0|0|-|0|shownew
20|link|ask|0|0|0|-|0|ask
19|link|comments|0|0|0|-|0|newcomments
27|link|login|0|0|0|-|0|login?goto=show
24|link|submit|0|0|0|-|0|submit
11|link||0|0|0|-|0|news.ycombinator.com
12|link||0|0|0|-|0|news.ycombinator.com
45|link||0|0|0|-|0|vote?id=46611348&how=up&got...
46|link||0|0|0|-|0|vote?id=46611348&how=up&got...
69|link||0|0|1|-|0|vote?id=46611548&how=up&got...
70|link||0|0|1|-|0|vote?id=46611548&how=up&got...
93|link||0|0|1|-|0|vote?id=46579612&how=up&got...
94|link||0|0|1|-|0|vote?id=46579612&how=up&got...
117|link||0|0|1|-|0|vote?id=46604308&how=up&got...
118|link||0|0|1|-|0|vote?id=46604308&how=up&got...
141|link||0|0|1|-|0|vote?id=46612779&how=up&got...
142|link||0|0|1|-|0|vote?id=46612779&how=up&got...
132|link|2 hours ago|0|0|1|-|0|item?id=46604308
156|link|38 minutes ago|0|0|1|-|0|item?id=46612779
16|link|Hacker News|0|1|0|-|0|news
84|link|3 hours ago|0|0|1|-|0|item?id=46611548
86|link|discuss|0|0|1|-|0|item?id=46611548
110|link|discuss|0|0|1|-|0|item?id=46579612
32|link|rules|0|0|0|-|0|showhn.html
33|link|rules|0|0|0|-|0|showhn.html
60|link|4 hours ago|0|0|1|-|0|item?id=46611348
34|link|tips|0|0|0|-|0|item?id=22336638
35|link|tips|0|0|0|-|0|item?id=22336638
108|link|1 hour ago|0|0|1|-|0|item?id=46579612
51|link|trynia.ai|0|0|0|-|0|from?site=trynia.ai
82|link|failsafe|0|0|1|-|0|user?id=failsafe
17|link|new|0|0|0|-|0|newest
123|link|tsonic.org|0|0|1|-|0|from?site=tsonic.org
58|link|jellyotsiro|0|0|1|-|0|user?id=jellyotsiro
18|link|past|0|0|0|-|0|front
147|link|agentskills.guide|0|0|1|-|0|from?site=agentskills.guide
130|link|jeswin|0|0|1|-|0|user?id=jeswin
154|link|superhuang|0|0|1|-|0|user?id=superhuang
23|link|jobs|0|0|0|-|0|jobs
106|link|oger|0|0|1|-|0|user?id=oger
99|link|github.com/ogermer|0|0|1|-|0|ogermer
75|link|github.com/oxidizelabs|0|0|1|-|0|oxidizelabs
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] 🤖 Running agent for step 5...
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🤖 Agent Goal: On Hacker News Show page, identify the element ID of the first post in the list.
CRITICAL: This is an IDENTIFICATION task only. Do NOT click anything.
SNAPSHOT FORMAT EXPLANATION:
The snapshot shows elements in this format: ID|role|text|importance|is_primary|docYq|ord|DG|href|
- ID: Element ID (use this for CLICK)
- role: Element type (link, button, etc.)
- text: Visible text content (check this for "Show HN")
- importance: Importance score (higher = more important)
- is_primary: 1 if primary action, 0 otherwise
- docYq: Vertical position bucket
- ord: Rank in dominant group (0 = first)
- DG: 1 if in dominant group, 0 otherwise
- href: URL if link element
REQUIREMENTS:
1. Find the first post element (role="link", ord=0, DG=1) in the list
2. Check the "text" column - it MUST contain "Show HN"
3. If the text column does NOT contain "Show HN", skip that element
4. Look for elements with ord=0 or low ord values (first items in list)
5. Only select an element if its text column clearly contains "Show HN"
6. Output the element ID using CLICK(id) format, but this is for identification only - the click will be prevented.
Example: If you see "631|link|How to make a website...|300|0|4|23|1|..." - this does NOT contain "Show HN" in the text column, so skip it.
Find the next element where the text column contains "Show HN".
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🧠 LLM Decision: CLICK(49)
✅ Completed in 13446ms
INFO [multi_step_agent] ✅ Agent completed step
5: click on element 49
INFO [multi_step_agent] 📝 Found element 49: role=link, text=Show HN: OSS AI agent that indexes and searches the Epstein files...
INFO [multi_step_agent] ✅ Validation passed: Element text contains 'Show HN'
INFO [multi_step_agent] 📸 Taking snapshot for verification...
INFO [multi_step_agent] ✅ Snapshot taken: 50 elements found
INFO [multi_step_agent] 🔍 Running custom verification for step 5...
INFO [multi_step_agent] ================================================================================
INFO [multi_step_agent] ⏰ Step 5 completed at: 2026-01-13 22:30:08
INFO [multi_step_agent] ⏱️ Step 5 duration: 20.27 seconds
INFO [multi_step_agent] ================================================================================
✅ Completed 5 steps