index int64 0 5k | config dict | result dict |
|---|---|---|
0 | {
"file_viewer": "cat",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 10,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 1,
"state_summary": "none",
"working_mem... | {
"score": 0.09,
"raw": "{\"subscores\":{\"tool_coverage\":0.15,\"ui_clarity\":0.05,\"state_richness\":0.05,\"error_quality\":0.05,\"context_management\":0.10},\"score\":0.09,\"rationale\":\"Basic toolset only: whole-file cat, string replace edits, grep-based navigation, and raw shell. UI is minimally informative w... |
1 | {
"file_viewer": "search_view",
"file_editor": "diff_apply",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 500,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 20,
"state_summ... | {
"score": 0.8975,
"raw": "{\"subscores\":{\"tool_coverage\":0.98,\"ui_clarity\":0.95,\"state_richness\":0.92,\"error_quality\":0.95,\"context_management\":0.58},\"score\":0.8975,\"rationale\":\"Very strong ACI: best-in-class viewer/editor/search plus structured test runner, excellent UI, and rich state tracking. T... |
2 | {
"file_viewer": "cat",
"file_editor": "sed_replace",
"navigator": "semantic_search",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 90,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 2,
"state_summary": "none",
"working_m... | {
"score": 0.39,
"raw": "{\"subscores\":{\"tool_coverage\":0.35,\"ui_clarity\":0.70,\"state_richness\":0.45,\"error_quality\":0.05,\"context_management\":0.55},\"score\":0.39,\"rationale\":\"Good navigation and acceptable UI, but editing is limited to string replacement and execution is raw shell. Structured memory... |
3 | {
"file_viewer": "head_tail",
"file_editor": "edit_block",
"navigator": "find_grep",
"executor": "test_runner_api",
"state_display": "truncated",
"max_lines": 460,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 19,
"state_summary": "f... | {
"score": 0.57,
"raw": "{\"subscores\":{\"tool_coverage\":0.42,\"ui_clarity\":0.50,\"state_richness\":0.70,\"error_quality\":0.95,\"context_management\":0.25},\"score\":0.57,\"rationale\":\"Reasonably strong overall: edit_block and test_runner_api are solid, and full_trajectory gives good long-horizon continuity. ... |
4 | {
"file_viewer": "head_tail",
"file_editor": "diff_apply",
"navigator": "semantic_search",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 140,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 13,
"state_summary": "none"... | {
"score": 0.49,
"raw": "{\"subscores\":{\"tool_coverage\":0.7,\"ui_clarity\":0.45,\"state_richness\":0.35,\"error_quality\":0.1,\"context_management\":0.8},\"score\":0.49,\"rationale\":\"Strong editing/search/execution stack with diff_apply, semantic_search, and sandboxed_shell. Context is good thanks to 140-line ... |
5 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 150,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 18,
"state_summary": "f... | {
"score": 0.6,
"raw": "{\"subscores\":{\"tool_coverage\":0.50,\"ui_clarity\":0.75,\"state_richness\":0.95,\"error_quality\":0.10,\"context_management\":0.85},\"score\":0.60,\"rationale\":\"Good state handling and decent execution/search support, but tool coverage is dragged down by full_rewrite and basic find_grep... |
6 | {
"file_viewer": "search_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "full_output",
"max_lines": 30,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 8,
"state_summary": "none",
... | {
"score": 0.449,
"raw": "{\"subscores\":{\"tool_coverage\":0.68,\"ui_clarity\":0.55,\"state_richness\":0.35,\"error_quality\":0.05,\"context_management\":0.55},\"score\":0.449,\"rationale\":\"Good read/search and testing support, but full_rewrite is risky for edits and tree_grep is only moderate for navigation. UI... |
7 | {
"file_viewer": "scroll_view",
"file_editor": "diff_apply",
"navigator": "semantic_search",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 230,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 20,
"state_summary": "last_act... | {
"score": 0.54,
"raw": "{\"subscores\":{\"tool_coverage\":0.65,\"ui_clarity\":0.60,\"state_richness\":0.72,\"error_quality\":0.20,\"context_management\":0.45},\"score\":0.54,\"rationale\":\"Strong viewer/editor/navigator choices, but raw_shell weakens executor quality. UI is decent with line numbers, though missin... |
8 | {
"file_viewer": "head_tail",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 410,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 8,
"state_summary": "none",
"... | {
"score": 0.49,
"raw": "{\"subscores\":{\"tool_coverage\":0.68,\"ui_clarity\":0.58,\"state_richness\":0.55,\"error_quality\":0.10,\"context_management\":0.45},\"score\":0.49,\"rationale\":\"Strong navigator and executor, with decent editor, but head/tail viewing is weak for discovery and inspection. UI is only mod... |
9 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 140,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 5,
"state_summary": "full_traje... | {
"score": 0.54,
"raw": "{\"subscores\":{\"tool_coverage\":0.4,\"ui_clarity\":0.25,\"state_richness\":0.55,\"error_quality\":0.7,\"context_management\":0.9},\"score\":0.54,\"rationale\":\"Chunk-based viewing and full-trajectory state help, and the page size/history are well tuned. However, full_rewrite is brittle f... |
10 | {
"file_viewer": "head_tail",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 150,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 3,
"state_summa... | {
"score": 0.6,
"raw": "{\"subscores\":{\"tool_coverage\":0.61,\"ui_clarity\":0.95,\"state_richness\":0.00,\"error_quality\":0.95,\"context_management\":0.55},\"score\":0.60,\"rationale\":\"Strong navigation and execution (AST search, test runner API), plus precise structured output and good UI. However, head/tail ... |
11 | {
"file_viewer": "head_tail",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 250,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 18,
"state_summar... | {
"score": 0.685,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.65,\"state_richness\":0.60,\"error_quality\":0.75,\"context_management\":0.55},\"score\":0.685,\"rationale\":\"Strong search/editor/executor stack with AST search, edit blocks, and a structured test API. UI is decent via structured JS... |
12 | {
"file_viewer": "cat",
"file_editor": "full_rewrite",
"navigator": "semantic_search",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 190,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 9,
"state_summary": "last_action",
... | {
"score": 0.5,
"raw": "{\"subscores\":{\"tool_coverage\":0.35,\"ui_clarity\":0.70,\"state_richness\":0.55,\"error_quality\":0.20,\"context_management\":0.95},\"score\":0.50,\"rationale\":\"Good search and memory support, plus ideal page size and history window, but the ACI is held back by cat viewing, full-file re... |
13 | {
"file_viewer": "cat",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 170,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 16,
"state_summary": "none",
"wor... | {
"score": 0.46,
"raw": "{\"subscores\":{\"tool_coverage\":0.30,\"ui_clarity\":0.70,\"state_richness\":0.00,\"error_quality\":0.70,\"context_management\":0.85},\"score\":0.46,\"rationale\":\"Viewer and editor are basic, and full_rewrite is risky for larger files, but tree_grep helps navigation. UI is decent with li... |
14 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 90,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 3,
"state_summary": "last_action",... | {
"score": 0.48,
"raw": "{\"subscores\":{\"tool_coverage\":0.35,\"ui_clarity\":0.75,\"state_richness\":0.20,\"error_quality\":0.70,\"context_management\":0.55},\"score\":0.48,\"rationale\":\"Usable but limited setup: scroll-based viewing and tree/grep navigation are decent, but full_rewrite is risky and raw_shell i... |
15 | {
"file_viewer": "chunk_view",
"file_editor": "edit_block",
"navigator": "semantic_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 140,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 12,
"state... | {
"score": 0.89,
"raw": "{\"subscores\":{\"tool_coverage\":0.82,\"ui_clarity\":0.85,\"state_richness\":0.90,\"error_quality\":0.95,\"context_management\":0.95},\"score\":0.89,\"rationale\":\"Strong overall ACI: chunk-based viewing, precise block edits, semantic search, and structured test execution cover the main w... |
16 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 220,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 1,
"state_summary": "none",
"wo... | {
"score": 0.58,
"raw": "{\"subscores\":{\"tool_coverage\":0.62,\"ui_clarity\":0.80,\"state_richness\":0.45,\"error_quality\":0.70,\"context_management\":0.30},\"score\":0.58,\"rationale\":\"Good file navigation and viewing (chunk_view, tree_grep) with precise edits via sed_replace, but executor is raw_shell, which... |
17 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 50,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 7,
"state_summary": "last_action",
"working... | {
"score": 0.41,
"raw": "{\"subscores\": {\"tool_coverage\": 0.15, \"ui_clarity\": 0.55, \"state_richness\": 0.70, \"error_quality\": 0.10, \"context_management\": 0.80}, \"score\": 0.41, \"rationale\": \"Tooling is basic overall: cat and find_grep are weak for navigation, raw_shell adds power but little safety, an... |
18 | {
"file_viewer": "search_view",
"file_editor": "diff_apply",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 130,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 12,
"state_summa... | {
"score": 0.89,
"raw": "{\"subscores\":{\"tool_coverage\":0.85,\"ui_clarity\":0.95,\"state_richness\":0.80,\"error_quality\":0.95,\"context_management\":0.95},\"score\":0.89,\"rationale\":\"Strong overall ACI: search_view and diff_apply are highly effective, sandboxed_shell is robust, and tree_grep is decent thoug... |
19 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 470,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 7,
"state_summary": "last_ac... | {
"score": 0.58,
"raw": "{\"subscores\":{\"tool_coverage\":0.45,\"ui_clarity\":0.75,\"state_richness\":0.55,\"error_quality\":0.70,\"context_management\":0.55},\"score\":0.58,\"rationale\":\"Chunk view and structured JSON improve usability, but editing/navigating/executing remain relatively basic (sed_replace, find... |
20 | {
"file_viewer": "chunk_view",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 300,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 18,
"state_summary": "none",
"wo... | {
"score": 0.56,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.80,\"state_richness\":0.05,\"error_quality\":0.70,\"context_management\":0.35},\"score\":0.56,\"rationale\":\"Strong code navigation/editing tools (chunk_view, edit_block, ast_search) and decent UI, but raw_shell is weak for safe execu... |
21 | {
"file_viewer": "search_view",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 270,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 13,
"state_summary": "none",
"... | {
"score": 0.42,
"raw": "{\"subscores\":{\"tool_coverage\":0.55,\"ui_clarity\":0.20,\"state_richness\":0.08,\"error_quality\":0.70,\"context_management\":0.45},\"score\":0.42,\"rationale\":\"Good viewer and decent editor, but navigation is basic and executor is raw shell. UI is weak due to no line numbers or syntax... |
22 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 190,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 7,
"state_summary": ... | {
"score": 0.75,
"raw": "{\"subscores\":{\"tool_coverage\":0.82,\"ui_clarity\":0.65,\"state_richness\":0.60,\"error_quality\":0.75,\"context_management\":0.90},\"score\":0.75,\"rationale\":\"Strong navigation and execution, with AST search and sandboxed shell; chunk view and sed_replace are decent but weaker than t... |
23 | {
"file_viewer": "cat",
"file_editor": "sed_replace",
"navigator": "semantic_search",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 380,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 17,
"state_summary": "none",
"work... | {
"score": 0.27,
"raw": "{\"subscores\":{\"tool_coverage\":0.40,\"ui_clarity\":0.35,\"state_richness\":0.25,\"error_quality\":0.10,\"context_management\":0.20},\"score\":0.27,\"rationale\":\"Semantic search helps discovery, but cat + sed_replace + raw_shell are still weak for precise, safe coding workflows. UI is m... |
24 | {
"file_viewer": "cat",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 370,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 14,
"state_summary": "full_trajectory... | {
"score": 0.505,
"raw": "{\"subscores\":{\"tool_coverage\":0.40,\"ui_clarity\":0.70,\"state_richness\":0.90,\"error_quality\":0.05,\"context_management\":0.60},\"score\":0.505,\"rationale\":\"Good long-horizon state support (full trajectory + scratchpad) and solid executor/navigator, but file viewing/editing are s... |
25 | {
"file_viewer": "head_tail",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 90,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 3,
"state_summary... | {
"score": 0.56,
"raw": "{\"subscores\":{\"tool_coverage\":0.52,\"ui_clarity\":0.75,\"state_richness\":0.35,\"error_quality\":0.70,\"context_management\":0.55},\"score\":0.56,\"rationale\":\"Decent command execution and error grouping, plus structured JSON output helps visibility. However, head/tail viewing and ful... |
26 | {
"file_viewer": "search_view",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "test_runner_api",
"state_display": "truncated",
"max_lines": 330,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 3,
"state_summary": "l... | {
"score": 0.57,
"raw": "{\"subscores\":{\"tool_coverage\":0.65,\"ui_clarity\":0.55,\"state_richness\":0.45,\"error_quality\":0.75,\"context_management\":0.35},\"score\":0.57,\"rationale\":\"Good viewer and structured test execution, but editor and navigator are weaker than diff/AST-based options. UI is mixed: synt... |
27 | {
"file_viewer": "scroll_view",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 400,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 5,
"state_summary": "full_tra... | {
"score": 0.59,
"raw": "{\"subscores\":{\"tool_coverage\":0.8,\"ui_clarity\":0.65,\"state_richness\":0.7,\"error_quality\":0.2,\"context_management\":0.55},\"score\":0.59,\"rationale\":\"Strong structural search and editing plus a structured test API make the toolset capable. UI is decent with line numbers, but no... |
28 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "semantic_search",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 460,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 17,
"state_summary": "com... | {
"score": 0.7,
"raw": "{\"subscores\":{\"tool_coverage\":0.65,\"ui_clarity\":0.55,\"state_richness\":0.90,\"error_quality\":0.80,\"context_management\":0.55},\"score\":0.70,\"rationale\":\"Strong search and execution plus solid edit semantics, but file viewing is still primitive (cat) and navigator is below AST-le... |
29 | {
"file_viewer": "cat",
"file_editor": "sed_replace",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 10,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 6,
"state_summary": "compress... | {
"score": 0.66,
"raw": "{\"subscores\":{\"tool_coverage\":0.58,\"ui_clarity\":0.55,\"state_richness\":0.90,\"error_quality\":0.80,\"context_management\":0.45},\"score\":0.66,\"rationale\":\"Strong search/navigation and execution support, but viewer/editor are weak (cat + sed_replace). UI is decent with syntax high... |
30 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 350,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 14,
"state_summary": "last_action"... | {
"score": 0.45,
"raw": "{\"subscores\":{\"tool_coverage\":0.45,\"ui_clarity\":0.45,\"state_richness\":0.20,\"error_quality\":0.60,\"context_management\":0.55},\"score\":0.45,\"rationale\":\"Chunk-level viewing is decent, but editing/search/execution remain basic (sed_replace, find_grep, raw_shell). Line numbers he... |
31 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 130,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 18,
"state_summary": "... | {
"score": 0.7,
"raw": "{\"subscores\":{\"tool_coverage\":0.45,\"ui_clarity\":0.7,\"state_richness\":0.9,\"error_quality\":0.8,\"context_management\":0.8},\"score\":0.7,\"rationale\":\"Good memory and trajectory support, plus strong shell safety and decent UI. However, scroll_view is only moderate for file reading,... |
32 | {
"file_viewer": "head_tail",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 260,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 8,
"state_summary": "full... | {
"score": 0.6,
"raw": "{\"subscores\":{\"tool_coverage\":0.45,\"ui_clarity\":0.70,\"state_richness\":0.55,\"error_quality\":0.70,\"context_management\":0.75},\"score\":0.60,\"rationale\":\"Mixed ACI: edit/navigation are decent (edit_block, tree_grep), but head_tail and raw_shell limit effectiveness. Structured JSO... |
33 | {
"file_viewer": "cat",
"file_editor": "diff_apply",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 130,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 8,
"state_summary": "last_acti... | {
"score": 0.475,
"raw": "{\"subscores\":{\"tool_coverage\":0.50,\"ui_clarity\":0.20,\"state_richness\":0.25,\"error_quality\":0.70,\"context_management\":0.70},\"score\":0.475,\"rationale\":\"Strong edit and execution support, but weak navigation/viewing with cat + find_grep and no syntax or line numbers. Structur... |
34 | {
"file_viewer": "head_tail",
"file_editor": "diff_apply",
"navigator": "semantic_search",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 500,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 18,
"state_sum... | {
"score": 0.75,
"raw": "{\"subscores\":{\"tool_coverage\":0.82,\"ui_clarity\":0.25,\"state_richness\":0.95,\"error_quality\":0.95,\"context_management\":0.60},\"score\":0.75,\"rationale\":\"Strong overall setup: diff_apply, semantic_search, sandboxed_shell, and rich state tracking provide high capability. Full_tra... |
35 | {
"file_viewer": "cat",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 30,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 11,
"state_summary": "compres... | {
"score": 0.65,
"raw": "{\"subscores\":{\"tool_coverage\":0.42,\"ui_clarity\":0.62,\"state_richness\":0.88,\"error_quality\":0.75,\"context_management\":0.70},\"score\":0.65,\"rationale\":\"State handling is strong: compressed trajectory, structured memory, and a good history window support long-horizon work. Test... |
36 | {
"file_viewer": "search_view",
"file_editor": "sed_replace",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 170,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 17,
"state_summary": "last_a... | {
"score": 0.57,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.60,\"state_richness\":0.58,\"error_quality\":0.10,\"context_management\":0.70},\"score\":0.57,\"rationale\":\"Strong search/navigation and testing support, with AST search and a structured test runner, but editor precision is weaker vi... |
37 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "semantic_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 430,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 14,
"state_summa... | {
"score": 0.73,
"raw": "{\"subscores\":{\"tool_coverage\":0.75,\"ui_clarity\":0.65,\"state_richness\":0.90,\"error_quality\":0.70,\"context_management\":0.60},\"score\":0.73,\"rationale\":\"Good overall ACI: random-access chunk viewing, semantic search, and structured test runner support efficient coding workflows... |
38 | {
"file_viewer": "scroll_view",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 440,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 18,
"state_summ... | {
"score": 0.66,
"raw": "{\"subscores\": {\"tool_coverage\": 0.68, \"ui_clarity\": 0.80, \"state_richness\": 0.55, \"error_quality\": 0.95, \"context_management\": 0.25}, \"score\": 0.66, \"rationale\": \"Solid but not top-tier setup: scroll_view, edit_block, tree_grep, and sandboxed_shell provide decent coverage, ... |
39 | {
"file_viewer": "scroll_view",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 300,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 17,
"state_summary": "com... | {
"score": 0.67,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.25,\"state_richness\":0.88,\"error_quality\":0.70,\"context_management\":0.55},\"score\":0.67,\"rationale\":\"Strong engineering-oriented toolset: AST search, diff-style block edits, and structured test runner support robust code chang... |
40 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "semantic_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 60,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 7,
"state_summary": "la... | {
"score": 0.64,
"raw": "{\"subscores\":{\"tool_coverage\":0.6,\"ui_clarity\":0.6,\"state_richness\":0.55,\"error_quality\":0.7,\"context_management\":0.8},\"score\":0.64,\"rationale\":\"Decent but not top-tier setup: semantic search and test runner API are strong, but head/tail viewing and string replace editing a... |
41 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 300,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 16,
"state_summary": "compr... | {
"score": 0.7,
"raw": "{\"subscores\":{\"tool_coverage\":0.68,\"ui_clarity\":0.55,\"state_richness\":0.65,\"error_quality\":0.95,\"context_management\":0.60},\"score\":0.70,\"rationale\":\"Strong search/edit/execution stack with AST search, edit blocks, and structured test runner; however cat as viewer is basic. U... |
42 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 120,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 12,
"state_summary": "compres... | {
"score": 0.6,
"raw": "{\"subscores\":{\"tool_coverage\":0.52,\"ui_clarity\":0.43,\"state_richness\":0.60,\"error_quality\":0.70,\"context_management\":0.82},\"score\":0.60,\"rationale\":\"Decent overall setup: sandboxed execution, compressed trajectory, and a strong history window help a lot. But head/tail viewin... |
43 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 90,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 15,
"state_sum... | {
"score": 0.82,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.80,\"state_richness\":0.65,\"error_quality\":0.95,\"context_management\":0.95},\"score\":0.82,\"rationale\":\"Strong navigator and executor, with chunk-based viewing and precise diff-free editing via full rewrite; however, full rewrite... |
44 | {
"file_viewer": "scroll_view",
"file_editor": "diff_apply",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 50,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 11,
"state_summary... | {
"score": 0.84,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.80,\"state_richness\":0.95,\"error_quality\":0.75,\"context_management\":0.95},\"score\":0.84,\"rationale\":\"Strong overall ACI: diff-based editing, sandboxed execution, structured JSON outputs, and rich state tracking (full trajector... |
45 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 450,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 14,
"state_summary": "compressed",
"wo... | {
"score": 0.57,
"raw": "{\"subscores\":{\"tool_coverage\":0.42,\"ui_clarity\":0.95,\"state_richness\":0.90,\"error_quality\":0.10,\"context_management\":0.68},\"score\":0.57,\"rationale\":\"Strong UI and state support: structured JSON output, line numbers, syntax highlighting, compressed trajectory summary, and sc... |
46 | {
"file_viewer": "search_view",
"file_editor": "diff_apply",
"navigator": "ast_search",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 270,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 16,
"state_summary": "none"... | {
"score": 0.6,
"raw": "{\"subscores\":{\"tool_coverage\":0.75,\"ui_clarity\":0.55,\"state_richness\":0.45,\"error_quality\":0.75,\"context_management\":0.35},\"score\":0.60,\"rationale\":\"Strong search/edit/navigation tools (search_view, diff_apply, ast_search), but raw_shell weakens executor safety/quality. UI i... |
47 | {
"file_viewer": "scroll_view",
"file_editor": "diff_apply",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 320,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 16,
"state_summary"... | {
"score": 0.6925,
"raw": "{\"subscores\":{\"tool_coverage\":0.9,\"ui_clarity\":0.7,\"state_richness\":0.45,\"error_quality\":0.95,\"context_management\":0.35},\"score\":0.6925,\"rationale\":\"Strong engineering tools: AST search, diff-based edits, and a structured test API. UI is decent with line numbers and summa... |
48 | {
"file_viewer": "scroll_view",
"file_editor": "diff_apply",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 400,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 8,
"state_summary": "compressed... | {
"score": 0.52,
"raw": "{\"subscores\":{\"tool_coverage\":0.74,\"ui_clarity\":0.55,\"state_richness\":0.65,\"error_quality\":0.05,\"context_management\":0.50},\"score\":0.52,\"rationale\":\"Good core tooling: diff-based editing, sandboxed execution, and tree+grep navigation are solid. UI is only moderate because s... |
49 | {
"file_viewer": "chunk_view",
"file_editor": "edit_block",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 210,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 11,
"state_summary... | {
"score": 0.79,
"raw": "{\"subscores\":{\"tool_coverage\":0.65,\"ui_clarity\":0.85,\"state_richness\":0.90,\"error_quality\":0.80,\"context_management\":0.88},\"score\":0.79,\"rationale\":\"Good overall configuration: chunk_view and edit_block are solid, sandboxed_shell and structured JSON improve reliability, and... |
50 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 140,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 3,
"state_summary": "none... | {
"score": 0.49,
"raw": "{\"subscores\":{\"tool_coverage\":0.52,\"ui_clarity\":0.55,\"state_richness\":0.15,\"error_quality\":0.70,\"context_management\":0.55},\"score\":0.49,\"rationale\":\"Chunked viewing and sandboxed execution are solid, but full_rewrite is risky and find_grep is comparatively weak for navigati... |
51 | {
"file_viewer": "head_tail",
"file_editor": "edit_block",
"navigator": "find_grep",
"executor": "test_runner_api",
"state_display": "truncated",
"max_lines": 160,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 19,
"state_summary": "last_action... | {
"score": 0.46,
"raw": "{\"subscores\":{\"tool_coverage\":0.48,\"ui_clarity\":0.55,\"state_richness\":0.58,\"error_quality\":0.05,\"context_management\":0.72},\"score\":0.46,\"rationale\":\"Decent but uneven setup: test_runner_api and edit_block help, but head_tail and find_grep are weaker than richer viewers/navi... |
52 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "full_output",
"max_lines": 100,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 19,
"state_summary": "none"... | {
"score": 0.41,
"raw": "{\"subscores\":{\"tool_coverage\":0.50,\"ui_clarity\":0.55,\"state_richness\":0.35,\"error_quality\":0.05,\"context_management\":0.65},\"score\":0.41,\"rationale\":\"Reasonable navigator and test API, but full_rewrite is risky and scroll_view is only moderate for navigation. UI is helped by... |
53 | {
"file_viewer": "search_view",
"file_editor": "diff_apply",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 50,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 20,
"state_summary": "n... | {
"score": 0.78,
"raw": "{\"subscores\":{\"tool_coverage\":0.93,\"ui_clarity\":0.85,\"state_richness\":0.60,\"error_quality\":0.75,\"context_management\":0.70},\"score\":0.78,\"rationale\":\"Strong overall ACI: search_view, diff_apply, AST search, and test runner API are highly capable. UI is clear with line number... |
54 | {
"file_viewer": "cat",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 50,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 16,
"state_summary": "none... | {
"score": 0.58,
"raw": "{\"subscores\":{\"tool_coverage\":0.55,\"ui_clarity\":0.45,\"state_richness\":0.35,\"error_quality\":0.95,\"context_management\":0.55},\"score\":0.58,\"rationale\":\"Strong search and execution capabilities (AST search, test runner API), but file viewing/editing are weaker because cat and f... |
55 | {
"file_viewer": "scroll_view",
"file_editor": "diff_apply",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 470,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 14,
"state_summary":... | {
"score": 0.74,
"raw": "{\"subscores\":{\"tool_coverage\":0.80,\"ui_clarity\":0.30,\"state_richness\":0.90,\"error_quality\":0.95,\"context_management\":0.60},\"score\":0.74,\"rationale\":\"Strong core tools: diff_apply, sandboxed_shell, and tree_grep are solid, with scroll_view still useful. State handling is exc... |
56 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "semantic_search",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 490,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 10,
"state_summar... | {
"score": 0.63,
"raw": "{\"subscores\":{\"tool_coverage\":0.62,\"ui_clarity\":0.15,\"state_richness\":0.85,\"error_quality\":0.80,\"context_management\":0.58},\"score\":0.63,\"rationale\":\"Strong long-horizon support from compressed trajectory summary, scratchpad memory, and a good history window. Semantic search... |
57 | {
"file_viewer": "head_tail",
"file_editor": "diff_apply",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 220,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 17,
"state_summary": "last_acti... | {
"score": 0.36,
"raw": "{\"subscores\": {\"tool_coverage\": 0.62, \"ui_clarity\": 0.35, \"state_richness\": 0.12, \"error_quality\": 0.05, \"context_management\": 0.52}, \"score\": 0.36, \"rationale\": \"Good edit and execution tools, but file viewing is limited to head/tail and navigation is only tree+grep. UI is... |
58 | {
"file_viewer": "head_tail",
"file_editor": "diff_apply",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 450,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 1,
"state_summa... | {
"score": 0.63,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.70,\"state_richness\":0.45,\"error_quality\":0.95,\"context_management\":0.10},\"score\":0.63,\"rationale\":\"Strong editing, navigation, execution, and error guidance, with structured JSON output helping command inspection. However, h... |
59 | {
"file_viewer": "head_tail",
"file_editor": "diff_apply",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 310,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 12,
"state_summary": "c... | {
"score": 0.5985,
"raw": "{\"subscores\": {\"tool_coverage\": 0.65, \"ui_clarity\": 0.25, \"state_richness\": 0.82, \"error_quality\": 0.75, \"context_management\": 0.68}, \"score\": 0.5985, \"rationale\": \"Good overall ACI: diff-based editing, tree+grep navigation, and sandboxed execution are solid, while compre... |
60 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 190,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 7,
"state_summary": "compressed",... | {
"score": 0.69,
"raw": "{\"subscores\":{\"tool_coverage\":0.42,\"ui_clarity\":0.80,\"state_richness\":0.85,\"error_quality\":0.70,\"context_management\":0.90},\"score\":0.69,\"rationale\":\"Good UI and memory support, with line numbers, highlighting, compressed trajectory, scratchpad, and an ideal history/max_line... |
61 | {
"file_viewer": "search_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 150,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 1,
"state_summary": "last_... | {
"score": 0.53,
"raw": "{\"subscores\":{\"tool_coverage\":0.45,\"ui_clarity\":0.55,\"state_richness\":0.50,\"error_quality\":0.70,\"context_management\":0.45},\"score\":0.53,\"rationale\":\"Search-based viewing helps, but full_rewrite is risky, find_grep is weaker than semantic/AST search, and raw_shell limits saf... |
62 | {
"file_viewer": "cat",
"file_editor": "sed_replace",
"navigator": "semantic_search",
"executor": "test_runner_api",
"state_display": "truncated",
"max_lines": 410,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 19,
"state_summary": "full_traje... | {
"score": 0.47,
"raw": "{\"subscores\":{\"tool_coverage\":0.58,\"ui_clarity\":0.45,\"state_richness\":0.80,\"error_quality\":0.10,\"context_management\":0.35},\"score\":0.47,\"rationale\":\"Reasonably strong search, editing, and test execution, but file viewing is primitive and error presentation is raw. Full traj... |
63 | {
"file_viewer": "chunk_view",
"file_editor": "diff_apply",
"navigator": "semantic_search",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 170,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 13,
"state_summary": "compress... | {
"score": 0.6,
"raw": "{\"subscores\":{\"tool_coverage\":0.72,\"ui_clarity\":0.45,\"state_richness\":0.88,\"error_quality\":0.00,\"context_management\":0.95},\"score\":0.60,\"rationale\":\"Strong core editing/search support: chunk_view, diff_apply, and semantic_search are capable, and compressed state plus scratch... |
64 | {
"file_viewer": "search_view",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 60,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 20,
"state_summary": "last_action"... | {
"score": 0.64,
"raw": "{\"subscores\":{\"tool_coverage\":0.55,\"ui_clarity\":0.75,\"state_richness\":0.55,\"error_quality\":0.75,\"context_management\":0.68},\"score\":0.64,\"rationale\":\"Good viewing and search, but editing and execution are still basic/unsafe compared with higher-tier options. UI is clear with... |
65 | {
"file_viewer": "chunk_view",
"file_editor": "diff_apply",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 200,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 7,
"state_summary": "fu... | {
"score": 0.93,
"raw": "{\"subscores\":{\"tool_coverage\":0.95,\"ui_clarity\":1.0,\"state_richness\":1.0,\"error_quality\":0.75,\"context_management\":0.95},\"score\":0.93,\"rationale\":\"Near-ideal configuration: precise diff-based editing, AST search, sandboxed execution, and structured JSON output. UI is maxima... |
66 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 110,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 20,
"state_summary": "compressed",
"wo... | {
"score": 0.61,
"raw": "{\"subscores\": {\"tool_coverage\": 0.36, \"ui_clarity\": 0.45, \"state_richness\": 0.85, \"error_quality\": 0.70, \"context_management\": 0.80}, \"score\": 0.61, \"rationale\": \"Tooling is mixed: edit_block and tree_grep help, but cat and raw_shell are weaker choices. UI is only moderate ... |
67 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "semantic_search",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 450,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 9,
"state_summary": "last_act... | {
"score": 0.56,
"raw": "{\"subscores\":{\"tool_coverage\":0.58,\"ui_clarity\":0.45,\"state_richness\":0.50,\"error_quality\":0.70,\"context_management\":0.55},\"score\":0.56,\"rationale\":\"Good navigation/execution and reasonable editing, but file viewing is weak (cat) despite semantic search and test API. UI is ... |
68 | {
"file_viewer": "cat",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "truncated",
"max_lines": 50,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 20,
"state_summary": "full_trajec... | {
"score": 0.75,
"raw": "{\"subscores\":{\"tool_coverage\":0.60,\"ui_clarity\":0.80,\"state_richness\":0.90,\"error_quality\":0.75,\"context_management\":0.80},\"score\":0.75,\"rationale\":\"Strong long-horizon support from full_trajectory plus scratchpad, with good navigation/execution and clear UI. edit_block and... |
69 | {
"file_viewer": "cat",
"file_editor": "diff_apply",
"navigator": "semantic_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 180,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 20,
"state_summary": "none... | {
"score": 0.44,
"raw": "{\"subscores\": {\"tool_coverage\": 0.55, \"ui_clarity\": 0.55, \"state_richness\": 0.40, \"error_quality\": 0.00, \"context_management\": 0.75}, \"score\": 0.44, \"rationale\": \"Strong editing/search/execution support via diff_apply, semantic_search, and test_runner_api, but file viewing ... |
70 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 70,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 6,
"state_summary": "compressed",
... | {
"score": 0.48,
"raw": "{\"subscores\": {\"tool_coverage\": 0.3, \"ui_clarity\": 0.45, \"state_richness\": 0.85, \"error_quality\": 0.15, \"context_management\": 0.8}, \"score\": 0.48, \"rationale\": \"State handling is strong thanks to compressed trajectory summaries and structured memory, and context settings ar... |
71 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 130,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 12,
"state_sum... | {
"score": 0.84,
"raw": "{\"subscores\":{\"tool_coverage\":0.70,\"ui_clarity\":0.70,\"state_richness\":0.90,\"error_quality\":1.00,\"context_management\":0.95},\"score\":0.84,\"rationale\":\"Solid configuration overall: chunk-based viewing and tree+grep navigation are useful, test_runner_api is strong for feedback ... |
72 | {
"file_viewer": "scroll_view",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 450,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 18,
"state_su... | {
"score": 0.61,
"raw": "{\"subscores\":{\"tool_coverage\":0.60,\"ui_clarity\":0.55,\"state_richness\":0.50,\"error_quality\":0.95,\"context_management\":0.40},\"score\":0.61,\"rationale\":\"Good execution and diagnostics, plus structured JSON output and suggested-fix errors. However, sed_replace is basic, tree_gre... |
73 | {
"file_viewer": "cat",
"file_editor": "full_rewrite",
"navigator": "semantic_search",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 110,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 14,
"state_summary"... | {
"score": 0.63,
"raw": "{\"subscores\":{\"tool_coverage\":0.6,\"ui_clarity\":0.45,\"state_richness\":0.45,\"error_quality\":0.95,\"context_management\":0.7},\"score\":0.63,\"rationale\":\"Good search and execution, but cat and full_rewrite are weaker for scalable code work. UI is decent due to highlighting and a r... |
74 | {
"file_viewer": "search_view",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 80,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 18,
"state_summa... | {
"score": 0.79,
"raw": "{\"subscores\": {\"tool_coverage\": 0.80, \"ui_clarity\": 0.95, \"state_richness\": 0.65, \"error_quality\": 0.80, \"context_management\": 0.75}, \"score\": 0.79, \"rationale\": \"Strong search/navigation and execution (search_view, ast_search, test_runner_api) with good UI and structured J... |
75 | {
"file_viewer": "chunk_view",
"file_editor": "diff_apply",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "truncated",
"max_lines": 460,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 18,
"state_summary": "compressed",
"... | {
"score": 0.43,
"raw": "{\"subscores\":{\"tool_coverage\":0.55,\"ui_clarity\":0.45,\"state_richness\":0.60,\"error_quality\":0.10,\"context_management\":0.35},\"score\":0.43,\"rationale\":\"Strong edit and file-navigation primitives, but navigation/execution are weaker (find_grep, raw_shell). UI is decent with lin... |
76 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "ast_search",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 320,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 16,
"state_summary": "... | {
"score": 0.59,
"raw": "{\"subscores\":{\"tool_coverage\":0.45,\"ui_clarity\":0.60,\"state_richness\":0.60,\"error_quality\":0.80,\"context_management\":0.55},\"score\":0.59,\"rationale\":\"Strong navigator (ast_search) and good structured state/error categorization help, but file viewing and editing are weaker (h... |
77 | {
"file_viewer": "chunk_view",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 50,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 17,
"state_summary": "f... | {
"score": 0.74,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.65,\"state_richness\":0.70,\"error_quality\":0.75,\"context_management\":0.80},\"score\":0.74,\"rationale\":\"Strong navigation/editing combo with AST search, chunked viewing, and block edits; raw shell is the main weakness. Structured... |
78 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 30,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 18,
"state_summary":... | {
"score": 0.69,
"raw": "{\"subscores\":{\"tool_coverage\":0.62,\"ui_clarity\":0.70,\"state_richness\":0.80,\"error_quality\":0.80,\"context_management\":0.55},\"score\":0.69,\"rationale\":\"Strong navigation and state handling (AST search, compressed summary, scratchpad) with good structured output and categorized... |
79 | {
"file_viewer": "scroll_view",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 150,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 16,
"state_summar... | {
"score": 0.79,
"raw": "{\"subscores\":{\"tool_coverage\":0.72,\"ui_clarity\":0.82,\"state_richness\":0.85,\"error_quality\":0.75,\"context_management\":0.88},\"score\":0.79,\"rationale\":\"Good overall ACI: scroll_view, edit_block, tree_grep, and test_runner_api provide solid but not top-tier capability. Structur... |
80 | {
"file_viewer": "head_tail",
"file_editor": "diff_apply",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 70,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 1,
"state_summary": "last_action",
"w... | {
"score": 0.38,
"raw": "{\"subscores\":{\"tool_coverage\":0.43,\"ui_clarity\":0.45,\"state_richness\":0.50,\"error_quality\":0.05,\"context_management\":0.47},\"score\":0.38,\"rationale\":\"Good editing capability and acceptable viewer range, but navigation is basic and executor is raw. UI is partially clear thank... |
81 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 400,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 18,
"state_summary": "... | {
"score": 0.65,
"raw": "{\"subscores\":{\"tool_coverage\":0.62,\"ui_clarity\":0.45,\"state_richness\":0.88,\"error_quality\":0.80,\"context_management\":0.40},\"score\":0.65,\"rationale\":\"Strong structural navigation (AST search), sandboxed execution, and good long-horizon support from compressed state summary p... |
82 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 150,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 5,
"state_summary": "compressed",
... | {
"score": 0.48,
"raw": "{\"subscores\":{\"tool_coverage\":0.42,\"ui_clarity\":0.55,\"state_richness\":0.60,\"error_quality\":0.10,\"context_management\":0.90},\"score\":0.48,\"rationale\":\"Good viewing and acceptable context handling: chunk_view plus 150-line pages and 5-turn history are strong. However, edit/sea... |
83 | {
"file_viewer": "scroll_view",
"file_editor": "sed_replace",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 190,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 5,
"state_summary... | {
"score": 0.64,
"raw": "{\"subscores\":{\"tool_coverage\":0.55,\"ui_clarity\":0.25,\"state_richness\":0.60,\"error_quality\":0.95,\"context_management\":0.85},\"score\":0.64,\"rationale\":\"Solid but not top-tier setup: sandboxed execution and search_view-like paging would be better, while scroll_view + sed_replac... |
84 | {
"file_viewer": "chunk_view",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 400,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 19,
"state_summary": "last_action",
... | {
"score": 0.32,
"raw": "{\"subscores\": {\"tool_coverage\": 0.55, \"ui_clarity\": 0.40, \"state_richness\": 0.20, \"error_quality\": 0.05, \"context_management\": 0.30}, \"score\": 0.32, \"rationale\": \"Good navigation and editing primitives (chunk_view, edit_block, tree_grep) but executor is still raw_shell. UI ... |
85 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 160,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 15,
"state_summary": "full_t... | {
"score": 0.67,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.65,\"state_richness\":0.95,\"error_quality\":0.05,\"context_management\":0.95},\"score\":0.67,\"rationale\":\"Strong long-horizon setup: AST search, sandboxed shell, full trajectory tracking, and structured memory. Chunked viewing and ... |
86 | {
"file_viewer": "scroll_view",
"file_editor": "diff_apply",
"navigator": "semantic_search",
"executor": "sandboxed_shell",
"state_display": "summarized",
"max_lines": 130,
"include_line_numbers": false,
"syntax_highlighting": false,
"error_format": "raw",
"history_window": 8,
"state_summary": "co... | {
"score": 0.62,
"raw": "{\"subscores\":{\"tool_coverage\":0.8,\"ui_clarity\":0.4,\"state_richness\":0.9,\"error_quality\":0.0,\"context_management\":0.95},\"score\":0.62,\"rationale\":\"Strong editing/search/execution stack with diff_apply, semantic_search, and sandboxed_shell. State handling is excellent via comp... |
87 | {
"file_viewer": "scroll_view",
"file_editor": "full_rewrite",
"navigator": "semantic_search",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 180,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 10,
"state_summa... | {
"score": 0.67,
"raw": "{\"subscores\":{\"tool_coverage\":0.5,\"ui_clarity\":0.95,\"state_richness\":0.55,\"error_quality\":0.7,\"context_management\":0.85},\"score\":0.67,\"rationale\":\"Good search/navigation and precise diff-based UI, with strong display clarity and ideal paging/history settings. Tool coverage ... |
88 | {
"file_viewer": "scroll_view",
"file_editor": "edit_block",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "summarized",
"max_lines": 440,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 10,
"state_summary": "compresse... | {
"score": 0.53,
"raw": "{\"subscores\": {\"tool_coverage\": 0.68, \"ui_clarity\": 0.75, \"state_richness\": 0.55, \"error_quality\": 0.10, \"context_management\": 0.55}, \"score\": 0.53, \"rationale\": \"Good overall toolkit: scroll-based viewing, block edits, tree+grep navigation, and a structured test runner. UI... |
89 | {
"file_viewer": "search_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "summarized",
"max_lines": 80,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "parsed",
"history_window": 5,
"state_summary": "full_trajec... | {
"score": 0.73,
"raw": "{\"subscores\":{\"tool_coverage\":0.55,\"ui_clarity\":0.55,\"state_richness\":0.95,\"error_quality\":0.75,\"context_management\":0.95},\"score\":0.73,\"rationale\":\"Strong long-horizon setup: full trajectory history plus structured memory, ideal history window and page size, and parsed err... |
90 | {
"file_viewer": "search_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 190,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "suggested_fix",
"history_window": 3,
"state_sum... | {
"score": 0.62,
"raw": "{\"subscores\":{\"tool_coverage\":0.68,\"ui_clarity\":0.75,\"state_richness\":0.15,\"error_quality\":0.95,\"context_management\":0.55},\"score\":0.62,\"rationale\":\"Strong reading/navigation and execution support, but full_rewrite is a weaker editor choice for precise code changes. UI is g... |
91 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 170,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 9,
"state_summary": ... | {
"score": 0.77,
"raw": "{\"subscores\":{\"tool_coverage\":0.63,\"ui_clarity\":0.65,\"state_richness\":0.90,\"error_quality\":0.80,\"context_management\":0.95},\"score\":0.77,\"rationale\":\"Good overall configuration: chunk-based viewing, sandboxed shell, and compressed structured memory support long tasks. Tool c... |
92 | {
"file_viewer": "scroll_view",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "sandboxed_shell",
"state_display": "full_output",
"max_lines": 400,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 15,
"state_summary": "full_t... | {
"score": 0.56,
"raw": "{\"subscores\":{\"tool_coverage\":0.68,\"ui_clarity\":0.45,\"state_richness\":0.95,\"error_quality\":0.0,\"context_management\":0.65},\"score\":0.56,\"rationale\":\"Good overall tooling: scroll-based viewing, tree+grep navigation, sandboxed execution, and precise diff-free edits. UI is mixe... |
93 | {
"file_viewer": "chunk_view",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 200,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 8,
"state_summary": "last_action",
... | {
"score": 0.43,
"raw": "{\"subscores\": {\"tool_coverage\": 0.50, \"ui_clarity\": 0.40, \"state_richness\": 0.45, \"error_quality\": 0.10, \"context_management\": 0.75}, \"score\": 0.43, \"rationale\": \"Good navigation and viewing (chunk_view, tree_grep) plus decent context window, but editing is basic, executor ... |
94 | {
"file_viewer": "chunk_view",
"file_editor": "full_rewrite",
"navigator": "ast_search",
"executor": "test_runner_api",
"state_display": "structured_json",
"max_lines": 170,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "suggested_fix",
"history_window": 9,
"state_sum... | {
"score": 0.78,
"raw": "{\"subscores\":{\"tool_coverage\":0.78,\"ui_clarity\":0.85,\"state_richness\":0.55,\"error_quality\":0.95,\"context_management\":0.80},\"score\":0.78,\"rationale\":\"Strong search and execution stack (AST search, structured test runner, chunked viewing) with precise multi-line edits weakene... |
95 | {
"file_viewer": "scroll_view",
"file_editor": "edit_block",
"navigator": "ast_search",
"executor": "sandboxed_shell",
"state_display": "structured_json",
"max_lines": 240,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "categorized",
"history_window": 18,
"state_summa... | {
"score": 0.82,
"raw": "{\"subscores\":{\"tool_coverage\":0.85,\"ui_clarity\":0.85,\"state_richness\":0.85,\"error_quality\":0.75,\"context_management\":0.75},\"score\":0.82,\"rationale\":\"Strong overall setup: AST search, precise block edits, and sandboxed execution provide high tool capability. Structured JSON ... |
96 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "ast_search",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 420,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 8,
"state_summary": "las... | {
"score": 0.69,
"raw": "{\"subscores\":{\"tool_coverage\":0.58,\"ui_clarity\":0.93,\"state_richness\":0.70,\"error_quality\":0.80,\"context_management\":0.50},\"score\":0.69,\"rationale\":\"Strong search/navigation and good editing, but file viewing is limited to head/tail and execution is raw shell. UI is clear w... |
97 | {
"file_viewer": "head_tail",
"file_editor": "sed_replace",
"navigator": "tree_grep",
"executor": "test_runner_api",
"state_display": "truncated",
"max_lines": 150,
"include_line_numbers": false,
"syntax_highlighting": true,
"error_format": "raw",
"history_window": 9,
"state_summary": "last_action... | {
"score": 0.36,
"raw": "{\"subscores\":{\"tool_coverage\":0.48,\"ui_clarity\":0.40,\"state_richness\":0.20,\"error_quality\":0.10,\"context_management\":0.65},\"score\":0.36,\"rationale\":\"Reasonable but not strong ACI: tree_grep and test_runner_api help, but head_tail and sed_replace are limited. UI is partly cl... |
98 | {
"file_viewer": "search_view",
"file_editor": "full_rewrite",
"navigator": "tree_grep",
"executor": "raw_shell",
"state_display": "full_output",
"max_lines": 90,
"include_line_numbers": true,
"syntax_highlighting": false,
"error_format": "parsed",
"history_window": 19,
"state_summary": "full_traj... | {
"score": 0.5825,
"raw": "{\"subscores\":{\"tool_coverage\":0.50,\"ui_clarity\":0.40,\"state_richness\":0.60,\"error_quality\":0.70,\"context_management\":0.75},\"score\":0.5825,\"rationale\":\"Good viewer and navigator, but editor is full_rewrite and executor is raw_shell, which weakens reliability and edit preci... |
99 | {
"file_viewer": "head_tail",
"file_editor": "full_rewrite",
"navigator": "find_grep",
"executor": "raw_shell",
"state_display": "structured_json",
"max_lines": 160,
"include_line_numbers": true,
"syntax_highlighting": true,
"error_format": "categorized",
"history_window": 15,
"state_summary": "fu... | {
"score": 0.73,
"raw": "{\"subscores\":{\"tool_coverage\":0.30,\"ui_clarity\":0.90,\"state_richness\":1.00,\"error_quality\":0.80,\"context_management\":0.95},\"score\":0.73,\"rationale\":\"Good display and memory setup with ideal line bounds, rich trajectory tracking, and structured state. However, tool coverage ... |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
ACI-Evolve L1 Labels (v2 PUBLIC, n=5000)
Canonical L1-judge labels for 5000 ACI configurations, used in the ACI-Evolve paper (NeurIPS 2026 submission).
Quick facts
| Field | Value |
|---|---|
| Records | 5000 |
| Successful labels | 4997 |
| Transient API errors | 3 (placeholder score=0.5; filter on result.error, NOT on score) |
| Judge model | gpt-5.4-mini |
| Relay endpoint | http://8.130.49.170/v1 (public, no Tailscale) |
| Prompt version | v2-rubric |
| SHA256 | e151e2ffdc3a332f373984ca92fadddbb57ec485da34cfbc466c062e7484a962 |
| License | MIT (matches code repo) |
CRITICAL filter rule
71 records have score == 0.5; only 3 of those are errors. The other
68 are legitimate model-assigned 0.5 labels. Always filter on
result.error is not None, never on result.score == 0.5.
Per-record schema
Each line is a JSON object with three top-level keys: index, config,
result. See the full schema and codex-reviewed reproducibility
documentation in the source repo:
https://github.com/Zeng-Weijun/aci-evolve/blob/main/data/labels/README.md
Reproduce
The deterministic merge that produced this file (from the original-run
resume-run partial jsonls) is at:
https://github.com/Zeng-Weijun/aci-evolve/blob/main/scripts/merge_l1_v2_public.py
Re-running it on the two source jsonls reproduces the SHA256 above exactly.
Citation
@inproceedings{acievolve2026,
title={ACI-Evolve: ...},
author={...},
booktitle={NeurIPS},
year={2026}
}
(Replace with the final BibTeX entry once camera-ready.)
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