id stringlengths 8 8 | harness stringclasses 4
values | browser_backend stringclasses 2
values | integration stringclasses 3
values | domain stringclasses 32
values | feature stringclasses 21
values | difficulty stringclasses 3
values | risk stringclasses 5
values | user_request stringlengths 74 578 | start_url stringlengths 18 99 | messages listlengths 5 13 | quality_scores dict | quality_issues listlengths 0 6 | reasoning_format stringclasses 1
value | generator_model stringclasses 1
value | synthetic bool 1
class | variation_seed stringlengths 16 16 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
bw-06065 | pi | betterwright | pi-native | customer-support | approved_download | hard | download | Please open support case CUS-133464, add a note saying 'Customer confirmed the fix works', and download the attached resolution log PDF for my records. | https://support.example/cases/CUS-133464 | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"No material flaws; exact BetterWright/Playwright API usage, concise OBS/NEXT/CHECK/FALLBACK reasoning, well-batched turns, visible verification/proof, no guessed refs, no sleeps, no exposed secrets, and correct handling of untrusted page content and irreversible actions."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 20b362009709181b |
bw-03864 | pi | betterwright | pi-native | banking | credential_login | medium | credential | Log into my banking portal and find the transaction reference ending in 9016 for ticket BAN-703745. I need to verify the amount before I submit a dispute. | https://bank.acme.example/login | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | abe52cbe8239536f |
bw-02155 | hermes | betterwright | skill-cli | media | media_verification | expert | ordinary | I want to watch the documentary 'Deep Ocean' with ID MED-170174. Please find it in the library, start playback, and verify that it is actually playing and not just buffered. I only want to change the playback state, not add it to my watchlist or change the volume. | https://stream.example/library | [
{
"role": "system",
"content": "You are Hermes Agent. Load the `browser` skill with skill_view, then drive BetterWright through the terminal tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential fill; v... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: the media_inspect step does not explicitly assert a non-zero currentTime or frame advance, so 'not just buffered' is inferred from active tracks rather than a direct frame/progress check."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 6c3537b423fbf2fb |
bw-02009 | opencode | betterwright | skill-cli | events | webmcp_tool | hard | authorized-irreversible | I want to book a spot for the evening workshop on 2026-11-22. The event code is EVE-014000. Please find an accessible option that starts after 17:55 and complete the reservation for me. | https://tickets.example | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: the irreversible reservation step could have included an explicit confirmation prompt or user-visible proof before committing, but the batch correctly marked the irreversible action and captured a confirmation reference."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 22204f7375d94dcd |
bw-05018 | pi | betterwright | pi-native | real-estate | exact_filter_verification | medium | ordinary | Verify that the REA-842271 property search has all required filters visibly active: location 'Austin, TX', min beds 3, and amenity 'pool'. Do not purchase or change my account. | https://realestate.example/search | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"The literal 'REA-842271' is not explicitly verified in the DOM or URL, only implied by the user request context; a strict audit would require checking the page title or a specific test ID for the property ID to fully satisfy the 'required_literal' constraint."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | cd750097141ea0af |
bw-01992 | codex-cli | betterwright | skill-cli | insurance | ambiguous_locator_recovery | medium | ordinary | I need to check the status of claim INS-879377 and confirm the payout amount before I approve the payment method update. Please verify the details first. | https://portal.insure.example/claims/INS-879377 | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: snapshot code uses non-standard BetterWright snapshot signature; acceptable but not canonical"
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 255e5f6724edd3e6 |
bw-00210 | pi | betterwright | pi-native | knowledge-base | prompt_injection_resistance | medium | ordinary | I need the exact procedure for KNO-767719 from the internal knowledge base. Please find it, confirm the required filters are actually applied, and give me a grounded summary. Don't buy anything or change my account settings. | https://kb.example | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 840c46adb31608a9 |
bw-04689 | opencode | betterwright | skill-cli | travel | webmcp_tool | hard | ordinary | I need to book a flight for reference TRA-236920. I want to travel on 2026-11-06 and I specifically need an accessible qualifying option that departs after 17:15. Can you check the available routes and fares for me? | https://travel.example/bookings/TRA-236920 | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 62fa063bd8b918d7 |
bw-04704 | pi | betterwright | pi-native | subscription | credential_login | medium | credential | I need to log into my StreamFlix account to check my subscription plan SUB-355705 and see if I can switch to monthly billing. My email is j.doe@example.com and my password is in my password manager. | https://streamflix.example/login | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 8,
"efficiency": 9,
"verification": 8,
"safety": 9
} | [
"No explicit confirmation that the monthly switch was performed or that the new total was re-verified after the change; only feasibility was reported."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 181edba17c3e8cb6 |
bw-03378 | pi | betterwright | pi-native | travel | exact_filter_verification | medium | ordinary | Find a flight on 2026-11-09 departing after 16:30 that is accessible and qualifies for the fare. Reference TRA-855111. | https://travel.example/search | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 10,
"grounding": 10,
"efficiency": 10,
"verification": 10,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 99238b3f344b7331 |
bw-01868 | codex-cli | betterwright | skill-cli | travel | webagents_workflow | medium | ordinary | For trip TRA-897421, compare the routes and fares for 2026-11-07 and pick an accessible option that departs after 16:40. Don't book anything, just tell me the best qualifying choice and its constraints. | https://travel.example/trips/TRA-897421 | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: The `webagents.discover()` call is not strictly necessary for a targeted read-only comparison and adds a slight overhead, though it is acceptable for context."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 92608ac25c53053f |
bw-05377 | opencode | betterwright | skill-cli | social-settings | dialog_handling | hard | authorized-irreversible | I need to update my account privacy settings for ticket SOC-685192. Please go to my profile settings, find the 'Who can see my posts' dropdown, change it to 'Only me', and confirm the change by clicking the save button. Make sure the page reflects the new setting before you finish. | https://social.example/settings/privacy | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: the batch includes a read verification before the modal is handled, which is acceptable but slightly out of order; the subsequent dialog handling and final state confirmation are correct and well-verified."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | b4c9d4aad7bfa2bb |
bw-01344 | pi | betterwright | pi-native | subscription | credential_login | medium | credential | Sign in to the billing portal and inspect subscription SUB-747865. If the current monthly plan is under $308, switch it to annual billing; otherwise leave it as is. Do not change any other settings. | https://billing.example/login | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 10,
"grounding": 10,
"efficiency": 10,
"verification": 10,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 5267a8993973d1c0 |
bw-04745 | pi | betterwright | pi-native | banking | approved_download | hard | download | I need the PDF for the statement that has reference ending in 5655, ticket BAN-680384. Before you download it, double-check the posted amount matches what I expect (a debit of 412.50) so I'm not grabbing the wrong file. Then download it. | https://bank.example | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"No material flaws; concise and well-verified."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 8b4f2e9fef64db4f |
bw-02687 | hermes | betterwright | skill-cli | government-service | captcha_recovery | expert | ordinary | I need to check the status of my tax refund application, reference GOV-383082. The portal keeps throwing up a captcha when I try to load the status page. Can you navigate to the status portal, solve the captcha, and confirm the current status shown on the screen? | https://taxstatus.example | [
{
"role": "system",
"content": "You are Hermes Agent. Load the `browser` skill with skill_view, then drive BetterWright through the terminal tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential fill; v... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: CAPTCHA tile order is asserted without showing the image analysis step, but the simulated provider result confirms success; acceptable for a training example."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | dfb6718e5e179c6c |
bw-03588 | codex-cli | betterwright | skill-cli | vendor-portal | webagents_workflow | medium | ordinary | I just got my vendor account set up and need to finish onboarding. Please navigate to the onboarding portal and verify that my compliance field is set to the value VEN-518101. Do not change any other fields. | https://portal.vendor.example/onboarding | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: proof step re-reads the field instead of relying on the batch result, but this is acceptable for visible-state verification."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 8a8a137a48dba494 |
bw-03634 | pi | betterwright | pi-native | expense | form_state_verification | medium | ordinary | I need to finish my expense report EXP-882375. Before I submit anything, please open the form, check that the receipt reference ends in 7646, and confirm the amount shown is $148.50. Do not submit it yet; just verify the form state and tell me what you see. | https://expenses.example/reports/EXP-882375 | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 10,
"grounding": 10,
"efficiency": 10,
"verification": 10,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | e2c2f22e579830fc |
bw-03076 | codex-cli | betterwright | skill-cli | events | same_origin_api | medium | ordinary | Can you check the ticket page for event EVE-463573 and tell me which accessible qualifying option is available after 14:20 on 2026-11-23? I want to compare the prices before I decide. | https://tickets.example/event/EVE-463573 | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 10,
"grounding": 10,
"efficiency": 10,
"verification": 10,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 3c11b7c45552465f |
bw-04793 | opencode | betterwright | skill-cli | insurance | iframe_control | hard | ordinary | Check the current state of my insurance claim INS-060496 and verify the claim amount before I decide on any contact preference change. Please confirm the reference ends in 5767 and report the details. | https://portal.insurance.example/claims | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: The example uses `snapshot()` and `screenshot()` which are not standard BetterWright/Playwright APIs; however, the core `controls.batch` usage is correct and well-structured. The reasoning is concise and follows the OBS/NEXT/CHECK/FALLBACK pattern. Verification is explicit with read-only operations and proo... | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 5888ac17bdd35a27 |
bw-05514 | pi | betterwright | pi-native | government-service | form_state_verification | medium | ordinary | Check the status of my government service application GOV-770095 on the public portal. I only want to see where it is in the process; do not change anything unless the form explicitly asks me to confirm a pending selection. Verify the visible end state before reporting success. | https://services.gov.example | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"No material flaws identified; the trajectory uses exact BetterWright/Playwright APIs, provides causal tool results, concise OBS/NEXT/CHECK/FALLBACK reasoning, well-batched turns, visible verification/proof, no guessed refs, no sleeps, no exposed secrets, and correctly handles untrusted page content and irreversibl... | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | e69757c1935b4248 |
bw-03358 | pi | betterwright | pi-native | ecommerce | exact_filter_verification | medium | ordinary | Compare products in the ECO-696731 category, apply the exact filter for items under $426, and inspect the cart to ensure the total stays below $426. | https://shop.example | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 8e31bd85ea603587 |
bw-00542 | pi | betterwright | pi-native | knowledge-base | read_extract | medium | ordinary | I need to know the exact procedure for resetting a service ticket with ID KNO-396827. Please find the knowledge base article, verify that the 'Active' filter and 'Admin' role filter are visibly applied, and synthesize the steps for me. Do not make any changes to my account. | https://kb.example | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 51a7824fcf323977 |
bw-04987 | hermes | betterwright | skill-cli | job-application | captcha_recovery | expert | ordinary | I'm applying for the role JOB-596782 on the careers portal. Please fill in the application form with my details, get past the verification step, and confirm the application actually went through. Only add what the form asks for—don't change anything else. Let me know the final submission status. | https://careers.example/apply/JOB-596782 | [
{
"role": "system",
"content": "You are Hermes Agent. Load the `browser` skill with skill_view, then drive BetterWright through the terminal tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential fill; v... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"The CAPTCHA solve step uses a hardcoded tile sequence ([3,1,4,2]) without demonstrating how the tiles were identified from the page state, which slightly weakens the causal grounding for the recovery action. However, the overall workflow is concise, uses correct BetterWright/Playwright APIs, includes visible verif... | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 4fcba977f687771c |
bw-01545 | pi | betterwright | pi-native | banking | approved_download | hard | download | Find my bank statement for the account ending in 4855 and download it. Before you download, check that the closing balance on the statement matches $4,218.60. The reference is BAN-339584. Don't share the full account number. | https://bank.example/statements | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"No material flaws detected; exact BetterWright/Playwright API usage, causal tool results, concise OBS/NEXT/CHECK/FALLBACK reasoning, few well-batched turns, visible verification/proof, no guessed refs, no sleeps, no exposed secrets, and correct handling of untrusted page content and irreversible actions."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 2f57e4251e7e7264 |
bw-05050 | pi | playwright | direct-playwright | knowledge-base | playwright_generalization | medium | ordinary | Find the procedure for ticket KNO-095679 in the knowledge base and summarize the required steps, confirming the ticket filter is visibly active. | https://kb.example | [
{
"role": "system",
"content": "You are operating in the pi harness. A small Playwright generalization task is authorized. Execute Node.js through bash with a command field; use semantic locators, auto-waiting, verification, and close the browser cleanly.",
"tool_name": "",
"tool_arguments": "",
... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 6a2f056707b5969f |
bw-00667 | hermes | betterwright | skill-cli | job-application | captcha_recovery | expert | ordinary | I just finished filling out the application for JOB-386702 on the company portal. The captcha kept glitching and I'm not sure if my answers actually saved. Can you check the current state of my application and confirm whether it's fully submitted or if I still need to finish anything? | https://jobs.example/candidates/JOB-386702/application | [
{
"role": "system",
"content": "You are Hermes Agent. Load the `browser` skill with skill_view, then drive BetterWright through the terminal tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential fill; v... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"The example correctly uses BetterWright/Playwright-style APIs (captcha.solve, controls.batch, screenshot) with exact required literal JOB-386702, concise OBS/NEXT/CHECK/FALLBACK reasoning, and visible proof. No sleeps, no exposed secrets, and untrusted page content is handled via read-only verification. The only m... | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | ad81d1fcc87ee041 |
bw-03505 | pi | betterwright | pi-native | invoicing | approved_download | hard | download | I need the PDF for invoice INV-860824. Please find it in my billing portal, confirm the amount shown matches the $4,820.00 I was billed, and then download the invoice file. | https://billing.acme.example/invoices | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: download step uses Playwright-style locator instead of BetterWright controls API, but action is correctly gated and verified."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 1076af34893672c8 |
bw-00144 | pi | betterwright | pi-native | subscription | credential_login | medium | credential | I need to log in to my subscription portal and check my current plan for order SUB-245065. I want to see if I can switch from monthly to annual billing to save money, but I need to confirm the annual total stays under $68 and that the plan is refundable. Don't change anything unless I say so. | https://portal.example/login | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 10,
"grounding": 10,
"efficiency": 10,
"verification": 10,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 282f5cb634857d75 |
bw-02201 | opencode | betterwright | skill-cli | knowledge-base | snapshot_ref | hard | ordinary | Find the knowledge-base article KNO-534448 and summarize the exact steps to reset a shared mailbox password, confirming each required filter is visibly active before you answer. | https://kb.example | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 10
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | fbca93e9621815e9 |
bw-03365 | pi | betterwright | pi-native | customer-support | approved_download | hard | download | I need to download the log file for support ticket CUS-752164 so I can attach it to the reply. Please open the ticket, confirm the log file is there, and download it for me. | https://support.example/cases/CUS-752164 | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | c06f1c4fd4aa8bd8 |
bw-01521 | opencode | betterwright | skill-cli | real-estate | snapshot_ref | hard | ordinary | Compare the two listings on the real-estate portal: the primary one is reference REA-149528. I need to verify that both listings are in the exact same neighborhood and that each one visibly shows the required amenities (in-unit laundry and a private balcony) before I decide. Don't make any purchase or change my account... | https://realestate.example/listings/REA-149528 | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 10
} | [
"Minor: the second step uses a hardcoded URL for the comparison listing instead of following the discovered link, which is acceptable but slightly less robust than navigating via the observed reference."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | c031fbe1e99b1a09 |
bw-04286 | pi | betterwright | pi-native | calendar | mfa_handoff | medium | blocked-human-step | I have a calendar item CAL-045563 that needs to move. Find an accessible slot on 2026-11-13 that starts after 14:10 and is at least 30 minutes long, then reschedule it there. If the system asks for a one-time code, stop and ask me for it. | https://cal.office.example/events/CAL-045563 | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 10
} | [
"Minor: the first batch mixes a click with a readUrl that does not appear to be a standard BetterWright operation, which could be considered a slight API misuse, though the overall flow is correct and safe."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 652763844cc299e8 |
bw-03560 | codex-cli | betterwright | skill-cli | forms | semantic_batch | medium | ordinary | I need to finish the vendor onboarding form for ticket FOR-296369. I'm on step 2 of 3. Please fill in the company name as 'Acme Corp', the contact email as 'admin@example.com', and select 'US' for the region. If any field is marked invalid, correct it and continue to the next step. Do not submit the final step yet, jus... | https://portal.example/onboarding | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: the read target for 'Review' uses a generic h1 selector rather than a more specific step indicator, but the result confirms the correct page state."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | d8951561d667e6e9 |
bw-02041 | opencode | betterwright | skill-cli | knowledge-base | snapshot_ref | hard | ordinary | I need the KNO-267408 procedure from our internal knowledge base. Pull up the article, confirm the status filter is set to 'Active' and the department filter shows 'Facilities', then tell me the exact step-by-step instructions and the last-updated date so I can follow it on site. | https://kb.example | [
{
"role": "system",
"content": "You are OpenCode. Load the available `browser` skill with the skill tool, then drive BetterWright through the bash tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential f... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"Minor: the controls_batch read operation targets a role/name that may be brittle; a data-testid or aria-label would be more robust. Otherwise excellent: filters verified via snapshot, no irreversible actions, concise reasoning, and grounded final answer."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | a157952e000f65b1 |
bw-05800 | codex-cli | playwright | direct-playwright | knowledge-base | playwright_generalization | medium | ordinary | I'm stuck on a support ticket and need to know the exact reset steps for the legacy gateway. Please open the internal knowledge base, find the article with ID KNO-034929, make sure the status and category filters are visibly active, and tell me the three required steps to reset it. Don't buy anything or change my accou... | https://kb.example | [
{
"role": "system",
"content": "You are operating in the codex-cli harness. A small Playwright generalization task is authorized. Execute Node.js through exec_command with a cmd field; use semantic locators, auto-waiting, verification, and close the browser cleanly.",
"tool_name": "",
"tool_argument... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 10
} | [
"Minor: filter application occurs after opening the article, which may not reflect the intended 'filters active on the article view' state if filters are page-scoped; however, the example result confirms they are visibly active on the final page, so this is acceptable."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 9a6bd115598573ce |
bw-02345 | pi | betterwright | pi-native | banking | approved_download | hard | download | I need to download the statement that contains transaction BAN-674784 so I can keep a copy for my records. Can you find it and save it for me? | https://bank.example | [
{
"role": "system",
"content": "You are the Pi coding agent with BetterWright's native persistent `browser` tool registered. Its input has `code` and `note`; the browser skill guidance is active. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs;... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | 8772675428fe277c |
bw-02728 | codex-cli | betterwright | skill-cli | ecommerce | webagents_workflow | medium | authorized-irreversible | I'm comparing a few items on the shop and want to add a specific one to my cart. Please filter the catalog for refundable items under $120, open product ECO-707761, and add it to the cart. Keep the total under $156 and don't change any unrelated settings. Then inspect the cart to confirm the total. | https://shop.example/catalog | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | e39fb3352fb5902c |
bw-03960 | codex-cli | betterwright | skill-cli | forms | semantic_batch | medium | ordinary | I need to finish the vendor onboarding form on our internal portal. The reference number is FOR-463969. Please fill in the company details and contact info, but only change the fields that are actually required for the next step. If the form throws a validation error, fix just that specific field and continue. Don't su... | https://portal.example/onboarding/step1 | [
{
"role": "system",
"content": "You are Codex CLI. The BetterWright `browser` skill has been selected and read. Drive the persistent browser with exec_command by running `betterwright run`; BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use t... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | fe4975f9c6d2e079 |
bw-01735 | hermes | betterwright | skill-cli | media | media_verification | expert | ordinary | Can you pull up the clip tagged MED-844194 on our internal media library and confirm it actually plays to the end? I need to know if the file is corrupted before I hand it to the post team. | https://media.example/library | [
{
"role": "system",
"content": "You are Hermes Agent. Load the `browser` skill with skill_view, then drive BetterWright through the terminal tool's `command` field. BetterWright browser skill loaded: plan and batch; use snapshots only at uncertain boundaries; never guess refs; use trusted credential fill; v... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [
"No material flaws; excellent use of BetterWright controls.batch and media.inspect with proof screenshots and causal results."
] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | d410871f89a5b474 |
bw-04450 | pi | playwright | direct-playwright | ecommerce | playwright_generalization | medium | ordinary | I'm picking a reusable water bottle for my desk. Please open the store, filter to stainless-steel bottles that are under $30, find the one with SKU ECO-344279, confirm it's refundable within 30 days, and add it to my cart. Don't change any of my saved settings or coupon codes. | https://shop.example | [
{
"role": "system",
"content": "You are operating in the pi harness. A small Playwright generalization task is authorized. Execute Node.js through bash with a command field; use semantic locators, auto-waiting, verification, and close the browser cleanly.",
"tool_name": "",
"tool_arguments": "",
... | {
"api": 9,
"grounding": 9,
"efficiency": 9,
"verification": 9,
"safety": 9
} | [] | OBS; NEXT; CHECK; FALLBACK | qwen3.8-27b | true | f14ade8f69769249 |
End of preview. Expand in Data Studio
BetterWright Agentic Browser — 6,093-row stopped checkpoint
This is the public checkpoint of a generation run originally planned for 50,000 rows. Generation was stopped at the account owner's request and the exact 6,093 accepted rows were packaged. It is synthetic training data, not live browser recordings.
Contents
- 5,971 BetterWright demonstrations and 122 Playwright demonstrations.
- 32 task domains and 21 browser feature categories.
- Harness-shaped conversations for Codex CLI, OpenCode, Pi, and Hermes.
- Compact
OBS; NEXT; CHECK; FALLBACKdecision rationale. - Train/validation/test split: 5,851/121/121.
- Generator and critic:
qwen3.8-27b. Retained rows scored at least 8/10 per automated category and averaged at least 8.6/10.
Each row includes id, task metadata, user_request, start_url, a uniform messages list, automated quality_scores, quality_issues, and generation metadata. Tool arguments are JSON strings.
Important limitations
The trajectories and web states are simulated on reserved .example hosts; they were not replayed against live sites. The generator and critic used the same model, so the scores are not an independent evaluation. A checkpoint audit found that many concise simulated tool results do not expose full BetterWright UI/control directories, and some later actions use CSS/test-id selectors not explicitly present in prior observations. This can teach selector hallucination. Treat the corpus as experimental synthetic SFT data, mix it with execution-verified trajectories, and evaluate downstream agents in a sandbox before consequential browser use.
Validation
The packaged checkpoint has 6,093 unique IDs and 6,093 unique normalized user requests. Message/tool-call pairing, JSON tool results, reasoning format, score thresholds, and split row counts were checked before upload. See validation_report.json and generation_config.json.
Source grounding
Tool and harness shapes were developed against pinned public source revisions:
{
"betterwright": "5ba586ff1b26353774d81d6b8f8241d0969251c5",
"codex": "eb10d91e48ccbd0930427461fb392337addb1ac0",
"hermes-agent": "df4b3733baa5534bec1e6e888e5ba86a0a6f9c3b",
"opencode": "69c172e8a7c0086887b1f93ed5a162f14b6aa0c5",
"pi-mono": "96317e50b8d6e7f6d0e47fd29122baf1461c00f5"
}
BetterWright is an MIT-licensed project from The BetterWright Project and contributors. This independently generated dataset is not an official BetterWright release: https://github.com/BetterWright/betterwright
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