Datasets:

accesslint
/

2d-webmcp-browser-focus

dataset_version string	surface_schema_version string	benchmark string	split string	case_id string	prompt string	expected_tools list	expected_answer_patterns list	expected_final_state_json string	max_useful_calls int64	required_successful_edits int64	requires_recovery bool	requires_grounded_continuation bool	requires_focus_verification bool	expected_focused_item_id string	expected_focus_role string	expected_focus_name string	expected_item_ids list	expected_relationships_json string	variant_id string	result_shape string	contract_exposure string	trial_index int64	adapter string	provider string	model string	reasoning_effort string	release_run_id string	tool_calls_json string	final_answer string	final_state_json string	task_success bool	tool_sequence_correct bool	answer_correct bool	final_state_correct bool	recovery_success null	grounded_continuation null	focus_target_correct bool	focus_verification_correct bool	successful_edit_count int64	call_count int64	unnecessary_calls int64	error_count int64	latency_ms float64	input_tokens int64	output_tokens int64
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	1	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success"...	I attempted to read the current workflow with the workspace discovery tool, but the discovery call did not return the workflow revision, node IDs, or connection IDs I need to make the requested atomic edit. I can proceed two ways — please pick one: 1) I will retry discovery and then perform the requested edit (create ...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	2	0	0	11,245.86325	4,610	919
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	generic-editor-baseline	generic-editor	none	1	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"revision\":0,\"items\":[{\"id\":\"start\",\"label\":\"Order received\",\"x\":40,\"y\":180},{\"id\":\"fetch-orders\",\"label\":\"Fetch Orders\",\"x\":280,\"y\":180},{\"id\":\"save-results\",\"label\":\"Save Results...	Change completed. Focused item ID: retry Focus verified: yes	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	7,869.692042	7,337	502
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	surface-rfc-compact	shared-surface	compact	1	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"schemaVersion\":\"0.1\",\"surface\":{\"id\":\"workflow\",\"documentVersion\":\"0\",\"coordinateSystems\":[{\"id\":\"world\",\"units\":\"surface-unit\",\"origin\":\"top-left\"}],\"capabilities\":{\"atomicity\":\"ar...	Completed change: created node "retry" (label: "Retry", type: retry, position {x:525,y:245}, properties {attempts:3}) and replaced the existing "Fetch Orders" success connection. Connections after the change: - fetch-orders success -> retry input (edge id: edge-fetch-retry) - retry success -> save-results input (edge i...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	8,757.948667	10,917	745
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	surface-rfc-compact	shared-surface	compact	2	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"schemaVersion\":\"0.1\",\"surface\":{\"id\":\"workflow\",\"documentVersion\":\"0\",\"coordinateSystems\":[{\"id\":\"world\",\"units\":\"surface-unit\",\"origin\":\"top-left\"}],\"capabilities\":{\"atomicity\":\"ar...	Completed the requested changes. - Change: Inserted a Retry node and rewired connections. - Created node: id=retry, label="Retry", type=retry, position={x:525,y:245}, properties={attempts:3} - Replaced connection edge-fetch-save with: - edge-fetch-retry: fetch-orders (success) -> retry (input) - edge-retry...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	10,962.503084	10,728	676
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	generic-editor-baseline	generic-editor	none	2	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"revision\":0,\"items\":[{\"id\":\"start\",\"label\":\"Order received\",\"x\":40,\"y\":180},{\"id\":\"fetch-orders\",\"label\":\"Fetch Orders\",\"x\":280,\"y\":180},{\"id\":\"save-results\",\"label\":\"Save Results...	Completed changes: - Created retry node: - id: retry - label: Retry - type: retry - position: {x:525, y:245} - properties: {attempts: 3} - Replaced connection edge-fetch-save with: - edge-fetch-retry: fetch-orders (success) -> retry (input) - edge-retry-save: retry (success) -> save-results (input) - ed...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	7,261.828375	7,242	571
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	2	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"edit_workflow","arguments":{"baseRevision":0,"commands":[{"type":"createNode","node":{"id":"retry","type":"retry","label":"Retry","position":{"x":...	I couldn't complete the requested workflow edit because I couldn't obtain the workflow's current structure (node and connection IDs/ports) from the discover_workflow tool. The edit commands need exact existing node IDs and the existing edge ID to replace; without those identifiers the API rejects the requests. What I ...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	4	1	2	15,773.784958	9,915	1,790
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	3	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"edit_workflow","arguments":{"baseRevision":0,"commands":[{"type":"createNode","node":{"id":"retry","type":"retry","label":"Retry","position":{"x":...	I attempted the requested edits but ran into a problem while applying them. What I did - Called discover_workflow (to get the current revision and connection IDs). - Tried to create the Retry node and replace the existing "Fetch Orders → Save Results" success connection with connections through the new Retry node. Wh...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	4	1	2	11,397.950833	8,365	1,119
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	generic-editor-baseline	generic-editor	none	3	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"revision\":0,\"items\":[{\"id\":\"start\",\"label\":\"Order received\",\"x\":40,\"y\":180},{\"id\":\"fetch-orders\",\"label\":\"Fetch Orders\",\"x\":280,\"y\":180},{\"id\":\"save-results\",\"label\":\"Save Results...	Completed changes: - Created node: id=retry, label="Retry", type=retry, position={x:525,y:245}, properties={attempts:3} - Replaced connection edge_fetch_save: - Removed: edge-fetch-save - Added: edge-fetch-retry (fetch-orders.success -> retry.input) - Added: edge-retry-save (retry.success -> save-results.input) ...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	7,648.77625	7,401	646
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	surface-rfc-compact	shared-surface	compact	3	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"schemaVersion\":\"0.1\",\"surface\":{\"id\":\"workflow\",\"documentVersion\":\"0\",\"coordinateSystems\":[{\"id\":\"world\",\"units\":\"surface-unit\",\"origin\":\"top-left\"}],\"capabilities\":{\"atomicity\":\"ar...	Completed change: created node "retry" (type: retry, label: "Retry", position: {x:525,y:245}, properties: {attempts: 3}) and replaced the Fetch Orders success connection. New connections created: - fetch-orders (success) -> retry (input) [edge-fetch-retry] - retry (success) -> save-results (input) [edge-retry-save] - r...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	8,070.173916	10,930	715
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	surface-rfc-compact	shared-surface	compact	4	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"schemaVersion\":\"0.1\",\"surface\":{\"id\":\"workflow\",\"documentVersion\":\"0\",\"coordinateSystems\":[{\"id\":\"world\",\"units\":\"surface-unit\",\"origin\":\"top-left\"}],\"capabilities\":{\"atomicity\":\"ar...	Completed change: created node "retry" (type retry, label "Retry", position {x:525,y:245}, properties {attempts:3}) and replaced the Fetch Orders -> Save Results connection with: - fetch-orders success -> retry input (edge id: edge-fetch-retry) - retry success -> save-results input (edge id: edge-retry-save) - retry fa...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	10,478.059834	11,023	743
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	generic-editor-baseline	generic-editor	none	4	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"revision\":0,\"items\":[{\"id\":\"start\",\"label\":\"Order received\",\"x\":40,\"y\":180},{\"id\":\"fetch-orders\",\"label\":\"Fetch Orders\",\"x\":280,\"y\":180},{\"id\":\"save-results\",\"label\":\"Save Results...	Done. - Completed change: Created retry node (id: retry, label: "Retry", type: retry, position {x:525,y:245}, properties {attempts:3}); replaced connection edge-fetch-save so: - fetch-orders success -> retry input (edge id: edge-fetch-retry) - retry success -> save-results input (edge id: edge-retry-save) - retr...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	10,669.639	7,440	675
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	4	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"edit_workflow","arguments":{"baseRevision":0,"commands":[{"type":"createNode","node":{"id":"retry","type":"retry","label":"Retry","position":{"x":...	I could not complete the requested workflow edit. What I attempted - Called discover_workflow to get the current revision and node/edge IDs. - Tried to create the Retry node (id "retry") and replace the Fetch Orders -> Save Results success edge with: - Fetch Orders success -> Retry input - Retry success -> Save Re...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	4	1	2	17,058.047333	9,729	1,689
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	5	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"edit_workflow","arguments":{"baseRevision":0,"commands":[{"type":"createNode","node":{"id":"retry","type":"retry","label":"Retry","position":{"x":...	I attempted to update the workflow but ran into missing/unknown IDs when calling the workflow tools. What I did so far - Called discover_workflow (requested current revision and IDs). - Tried to create the Retry node and replace the Fetch Orders -> Save Results success edge, but the edit failed because the edit tool r...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	4	1	2	15,223.332375	9,912	1,675
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	generic-editor-baseline	generic-editor	none	5	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"revision\":0,\"items\":[{\"id\":\"start\",\"label\":\"Order received\",\"x\":40,\"y\":180},{\"id\":\"fetch-orders\",\"label\":\"Fetch Orders\",\"x\":280,\"y\":180},{\"id\":\"save-results\",\"label\":\"Save Results...	Completed change: - Created node: id=retry, label="Retry", type=retry, position={x:525,y:245}, properties={attempts:3} - Removed connection: edge-fetch-save (Fetch Orders success -> Save Results) - Added connections: - edge-fetch-retry: Fetch Orders success -> Retry input - edge-retry-save: Retry success -> Save Re...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	7,044.440208	7,301	574
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	surface-rfc-compact	shared-surface	compact	5	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"schemaVersion\":\"0.1\",\"surface\":{\"id\":\"workflow\",\"documentVersion\":\"0\",\"coordinateSystems\":[{\"id\":\"world\",\"units\":\"surface-unit\",\"origin\":\"top-left\"}],\"capabilities\":{\"atomicity\":\"ar...	Completed the requested changes. - Change summary: Created a retry node (id: retry, label: "Retry", type: retry, position {x:525,y:245}, properties {attempts:3}) and replaced the existing Fetch Orders -> Save Results connection with: - Fetch Orders (success) -> Retry (input) [edge id: edge-fetch-retry] - Retry (su...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	8,347.590416	10,963	764
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	surface-rfc-compact	shared-surface	compact	6	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"schemaVersion\":\"0.1\",\"surface\":{\"id\":\"workflow\",\"documentVersion\":\"0\",\"coordinateSystems\":[{\"id\":\"world\",\"units\":\"surface-unit\",\"origin\":\"top-left\"}],\"capabilities\":{\"atomicity\":\"ar...	Completed the requested change. - Change summary: Created node "retry" (type=retry, label="Retry", position={x:525,y:245}, properties={attempts:3}); replaced the connection edge-fetch-save so that: - fetch-orders (success) -> retry (input) [edge id: edge-fetch-retry] - retry (success) -> save-results (input) [edge...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	10,148.368667	11,038	761
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	generic-editor-baseline	generic-editor	none	6	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"revision\":0,\"items\":[{\"id\":\"start\",\"label\":\"Order received\",\"x\":40,\"y\":180},{\"id\":\"fetch-orders\",\"label\":\"Fetch Orders\",\"x\":280,\"y\":180},{\"id\":\"save-results\",\"label\":\"Save Results...	Completed change: - Created node: id="retry", label="Retry", type="retry", position={x:525,y:245}, properties={attempts:3} - Replaced connection "edge-fetch-save" with: - edge-fetch-retry: fetch-orders (success) -> retry (input) - edge-retry-save: retry (success) -> save-results (input) - edge-retry-alert: retry ...	{"revision":1,"targetLabel":"Fetch Orders","itemCount":6,"relationshipCount":5,"itemIds":["start","fetch-orders","save-results","alert-team","complete","retry"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-save-end","source":"sa...	true	true	true	true	null	null	true	true	1	3	0	0	9,042.388833	7,453	679
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	6	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"edit_workflow","arguments":{"baseRevision":0,"commands":[{"type":"createNode","node":{"id":"retry","type":"retry","label":"Retry","position":{"x":...	I attempted to apply the requested workflow edits but could not complete them because the workflow discovery call did not return the current node and connection IDs or valid port names needed to rewire the graph. What I attempted - Called discover_workflow to get the current revision and IDs (required). - Tried to cre...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	3	0	1	12,395.908542	7,105	1,183
1.0.0	0.1	2d-webmcp-integrated-surface	test	create-rewire-and-focus	Use the workflow tools to insert a Retry node between Fetch Orders and Save Results. Create it with stable ID retry, label Retry, type retry, position {x:525,y:245}, and properties {attempts:3}. Replace the current Fetch Orders success connection so Fetch Orders success connects to Retry input, Retry success connects t...	[ "discover_workflow", "edit_workflow", "show_workflow_item" ]	[ "/Retry/i", "/focus(?:ed\|ing)?/i" ]	{"revision":1,"itemCount":6,"relationshipCount":5}	3	1	false	false	true	retry	group	Retry node: Retry	[ "retry" ]	[{"id":"edge-fetch-retry","source":"fetch-orders","sourcePort":"success","target":"retry","targetPort":"input"},{"id":"edge-retry-save","source":"retry","sourcePort":"success","target":"save-results","targetPort":"input"},{"id":"edge-retry-alert","source":"retry","sourcePort":"failure","target":"alert-team","targetPort...	success-failure-baseline	success-failure	none	7	openai:gpt-5-mini:low	openai	gpt-5-mini	low	integrated-surface-2026-08-30T01-55-23.669Z-3b742a17	[{"name":"discover_workflow","arguments":{},"result":{"isError":false,"content":[{"type":"text","text":"{\"success\":true}"}],"structuredContent":{"success":true}}},{"name":"edit_workflow","arguments":{"baseRevision":0,"commands":[{"type":"createNode","node":{"id":"retry","type":"retry","label":"Retry","position":{"x":...	I attempted the requested workflow edit but could not complete it. What I tried - Called discover_workflow (twice as required on conflict). - Attempted edit_workflow to: - create the Retry node with id "retry", label "Retry", type retry, position {x:525,y:245}, properties {attempts:3} - replace the existing Fetch ...	{"revision":0,"targetLabel":"Fetch Orders","itemCount":5,"relationshipCount":3,"itemIds":["start","fetch-orders","save-results","alert-team","complete"],"relationships":[{"id":"edge-start-fetch","source":"start","sourcePort":"next","target":"fetch-orders","targetPort":"input"},{"id":"edge-fetch-save","source":"fetch-or...	false	false	true	false	null	null	false	false	0	4	1	2	15,601.709583	10,224	1,717

End of preview. Expand in Data Studio

2D WebMCP Browser Focus (Prerelease)

What this is

This is an early test of whether agents need useful tool results to complete an accessible browser task.

The agent must add a Retry step to a workflow, connect it correctly, and move keyboard focus to that new step. The test checks the real browser, not just the agent's final answer.

What happened

We ran each version 20 times with gpt-5-mini using low reasoning effort.

Tool result	Verified success
Success or failure only	0% (0/20)
Simple structured result	95% (19/20)
Compact Surface result	95% (19/20)

The success-or-failure version often gave a confident answer, but never completed and verified the real task. A useful result made a big difference.

For this task, the compact Surface result did not beat the simpler structured result. It also used more input tokens.

Files

data/test.jsonl has all 60 scored runs. It includes tool calls, final browser state, and scores. Private LangSmith IDs were removed.
report.md has the full tables and comparisons.

Limits

This is a prerelease. It covers one app, one task, and one model setting.
It is an automated browser test, not a study with screen-reader users.
The code was not committed when this run was made. A later release will point to a committed version.

Downloads last month: 6

Number of rows:

Total file size:

635 kB