| # | Skill | Devs | Calls | Tokens |
|---|---|---|---|---|
| 01 | superpowers:writing-plans | 31 | 33,134 | 9.04B |
| 02 | code-review | 58 | 55,278 | 8.64B |
| 03 | workflow-authoring | 24 | 54,434 | 7.91B |
| # | MCP tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | claude-in-chrome · browser_batch | 78 | 33,807 | 9.64B | 5% |
| 02 | ccd_turn · update_plan | 66 | 59,355 | 9.44B |
npx whoburnedmore CLI reads the local usage logs coding agents already keep and submits daily aggregate token totals per tool and model — never prompts, code or file names. Panel = 176 listed developers who opted in publicly, including subscription usage (Claude Code, Cursor, Codex) that API-gateway rankings never see. Costs estimated from public per-token pricing. what we collect · leaderboard · state of AI coding| 04 |
| verea-review |
| 2 |
| 47,722 |
| 7.73B |
| 05 | loop | 32 | 16,683 | 7.11B |
| 06 | superpowers:brainstorming | 44 | 38,085 | 5.85B |
| 07 | superpowers:systematic-debugging | 40 | 25,572 | 4.83B |
| 08 | superpowers:subagent-driven-development | 22 | 32,939 | 4.80B |
| 09 | superpowers:test-driven-development | 28 | 13,646 | 4.29B |
| 10 | dataviz | 76 | 14,062 | 4.17B |
| 11 | deep-research | 48 | 82,682 | 3.62B |
| 12 | claude-api | 94 | 14,275 | 3.57B |
| 13 | review_completions | 1 | 28,232 | 3.56B |
| 14 | anthropic-skills:peak-web-redesign | 1 | 10,451 | 3.55B |
| 15 | anthropic-skills:chrome-browser | 18 | 8,577 | 3.12B |
| 16 | bmad-dev-story | 2 | 13,060 | 3.03B |
| 17 | frontend-design:frontend-design | 29 | 12,313 | 3.01B |
| 18 | claude-in-chrome | 62 | 14,394 | 2.93B |
| 19 | cook | 4 | 7,804 | 2.68B |
| 20 | cook-quick-mobile | 1 | 9,054 | 2.67B |
| 21 | canti:review-plan-fix-loop | 1 | 14,641 | 2.61B |
| 22 | superpowers:dispatching-parallel-agents | 9 | 9,210 | 2.55B |
| 23 | security-review | 13 | 12,852 | 2.28B |
| 24 | artifact-design | 92 | 8,228 | 2.15B |
| 25 | simplified-technical-english | 3 | 9,673 | 2.02B |
| 26 | mobile-verify-sim | 1 | 3,983 | 1.99B |
| 27 | improve | 4 | 10,965 | 1.82B |
| 28 | verea-plan | 2 | 10,603 | 1.82B |
| 29 | anthropic-skills:built-in-browser | 24 | 5,660 | 1.73B |
| 30 | plan-change | 1 | 5,849 | 1.69B |
| 31 | artifact-capabilities | 24 | 5,672 | 1.69B |
| 32 | matiks-pr-review | 6 | 8,295 | 1.63B |
| 33 | fix | 3 | 6,184 | 1.58B |
| 34 | canti:review | 1 | 11,135 | 1.54B |
| 35 | codex-review | 2 | 4,290 | 1.54B |
| 36 | get_started | 1 | 11,187 | 1.53B |
| 37 | bmad-quick-dev | 2 | 8,165 | 1.52B |
| 38 | design-engineering | 2 | 4,668 | 1.51B |
| 39 | superpowers:executing-plans | 18 | 3,985 | 1.48B |
| 40 | pr-review | 4 | 9,524 | 1.47B |
| 41 | superpowers:requesting-code-review | 6 | 6,339 | 1.40B |
| 42 | canti:brainstorming | 1 | 8,534 | 1.29B |
| 43 | rca | 1 | 6,999 | 1.27B |
| 44 | anti-slop | 1 | 4,475 | 1.21B |
| 45 | external-writing | 4 | 3,241 | 1.21B |
| 46 | docs | 38 | 5,902 | 1.21B |
| 47 | chrome-browser | 27 | 5,066 | 1.14B |
| 48 | argent-device-interact | 7 | 4,464 | 1.13B |
| 49 | reverse-engineer-anything | 9 | 5,182 | 1.09B |
| 50 | ck-plan | 3 | 4,971 | 1.08B |
| 51 | run | 55 | 4,963 | 1.04B |
| 52 | create-linear-issue | 4 | 2,873 | 1.03B |
| 53 | fix-pr-comments | 1 | 1,578 | 988.3M |
| 54 | ship-ticket | 1 | 4,040 | 985.6M |
| 55 | slack-scrape | 1 | 11,490 | 977.8M |
| 56 | e2e-proof | 2 | 4,528 | 969.8M |
| 57 | impeccable | 17 | 4,195 | 966.5M |
| 58 | ship-loop | 1 | 5,102 | 957.3M |
| 59 | bmad-code-review | 3 | 4,139 | 949.2M |
| 60 | canti:plan-review | 1 | 4,952 | 927.0M |
| 61 | ak-cook | 1 | 2,899 | 911.6M |
| 62 | mobile-changeset | 1 | 3,350 | 881.0M |
| 63 | sonar | 1 | 8,371 | 878.4M |
| 64 | verea-tdd | 2 | 4,261 | 862.2M |
| 65 | opus-orchestrate-sonnet-workers | 1 | 9,355 | 841.9M |
| 66 | hyperframes | 16 | 3,336 | 830.0M |
| 67 | scan-primary-inbox | 1 | 4,032 | 795.0M |
| 68 | resolve-agent-reviews | 1 | 2,201 | 775.4M |
| 69 | deep-task | 1 | 6,524 | 771.9M |
| 70 | verea-docs-writing | 2 | 3,928 | 729.3M |
| 71 | anthropic-skills:deep-research | 10 | 5,886 | 723.7M |
| 72 | browse | 10 | 3,922 | 694.3M |
| 73 | anthropic-skills:computer-use | 12 | 2,258 | 693.6M |
| 74 | create-github-pr | 4 | 1,765 | 680.9M |
| 75 | address-pr-feedback | 2 | 1,114 | 677.0M |
| 76 | emil-design-eng | 7 | 3,290 | 657.1M |
| 77 | review | 17 | 3,552 | 656.5M |
| 78 | bmad-create-story | 2 | 5,840 | 626.6M |
| 79 | arena | 1 | 2,865 | 626.5M |
| 80 | db-access | 1 | 4,062 | 615.9M |
| 81 | brand:apply-kamino-product-ci | 1 | 2,289 | 595.3M |
| 82 | webengage-weekly-run | 1 | 3,651 | 592.3M |
| 83 | daily | 1 | 1,077 | 584.2M |
| 84 | compound-engineering:ce-work | 2 | 2,202 | 578.2M |
| 85 | wiki-recap | 1 | 2,645 | 576.8M |
| 86 | plan-review | 1 | 2,667 | 560.1M |
| 87 | anthropic-skills:google-workspace | 9 | 1,910 | 554.4M |
| 88 | superpowers:receiving-code-review | 13 | 2,469 | 539.5M |
| 89 | investigate-user | 3 | 3,343 | 534.3M |
| 90 | pi-review | 1 | 1,752 | 527.5M |
| 91 | argent-react-native-app-workflow | 4 | 2,170 | 525.0M |
| 92 | anthropic-skills:pdf | 16 | 2,090 | 519.2M |
| 93 | canti:plan | 1 | 3,734 | 516.8M |
| 94 | ecs-scripts | 1 | 2,564 | 513.8M |
| 95 | frontend-design | 12 | 2,094 | 508.7M |
| 96 | cook-quick-frontend | 3 | 1,665 | 500.1M |
| 97 | linear-context | 2 | 3,278 | 498.1M |
| 98 | ui-ux-pro-max | 5 | 1,860 | 496.7M |
| 99 | consolidate | 1 | 3,808 | 492.2M |
| 100 | ego-browser | 3 | 4,651 | 479.7M |
| 2% |
| 03 | Claude_Browser · computer | 92 | 27,525 | 8.34B | 6% |
| 04 | Claude_Browser · javascript_tool | 88 | 23,879 | 7.63B | 4% |
| 05 | claude-in-chrome · computer | 85 | 27,177 | 6.79B | 4% |
| 06 | ccd_turn · wrap_up | 65 | 21,046 | 5.69B | 1% |
| 07 | Claude_Browser · browser_batch | 76 | 16,961 | 5.39B | 8% |
| 08 | claude-in-chrome · javascript_tool | 79 | 22,059 | 5.06B | 6% |
| 09 | Claude_Code_iOS_Simulator · control | 17 | 10,754 | 4.03B | 1% |
| 10 | Claude_Browser · navigate | 86 | 10,280 | 3.05B | 6% |
| 11 | claude-in-chrome · navigate | 93 | 8,537 | 1.94B | 3% |
| 12 | UnityMCP · execute_code | 2 | 4,340 | 1.83B | 0% |
| 13 | postgres-prod · query | 1 | 7,521 | 1.53B | 9% |
| 14 | Claude_Browser · resize_window | 75 | 5,377 | 1.52B | 3% |
| 15 | Claude_Browser · find | 74 | 4,621 | 1.42B | 5% |
| 16 | claude-in-chrome · find | 74 | 5,211 | 1.40B | 14% |
| 17 | Claude_Browser · preview_start | 94 | 4,333 | 1.25B | 10% |
| 18 | claude-in-chrome · tabs_context_mcp | 109 | 5,106 | 1.10B | 3% |
| 19 | Claude_Preview · preview_eval | 14 | 3,325 | 947.7M | 7% |
| 20 | claude-in-chrome · tabs_close_mcp | 73 | 3,464 | 740.1M | 3% |
| 21 | claude-in-chrome · get_page_text | 73 | 3,767 | 666.2M | 21% |
| 22 | Claude_Browser · get_page_text | 75 | 2,791 | 650.9M | 2% |
| 23 | Claude_Browser · read_console_messages | 73 | 2,077 | 611.1M | 2% |
| 24 | t3-code · delegate_task | 10 | 3,692 | 596.9M | 1% |
| 25 | plugin_context-mode_context-mode · ctx_execute | 2 | 3,509 | 563.0M | 1% |
| 26 | terminal · read_terminal | 53 | 1,796 | 513.9M | 1% |
| 27 | Claude_Browser · preview_stop | 69 | 1,543 | 505.5M | 6% |
| 28 | claude_ai_Gmail · search_threads | 29 | 2,313 | 495.0M | 1% |
| 29 | t3-code · t3_background_wait | 12 | 1,415 | 490.3M | 2% |
| 30 | postgres-dev · query | 1 | 1,415 | 473.3M | 18% |
| 31 | linear · save_issue | 8 | 2,154 | 472.2M | 2% |
| 32 | Roblox_Studio · execute_luau | 1 | 1,162 | 460.4M | 7% |
| 33 | ccd_session · mark_chapter | 83 | 2,422 | 437.6M | 0% |
| 34 | linear-server · save_issue | 7 | 1,465 | 413.1M | 6% |
| 35 | linear-server · get_issue | 7 | 2,776 | 402.5M | 0% |
| 36 | Claude_Browser · read_page | 56 | 1,468 | 401.8M | 1% |
| 37 | sequential-thinking · sequentialthinking | 1 | 1,098 | 345.2M | 1% |
| 38 | ccd_pr · get_status | 37 | 1,127 | 330.5M | 0% |
| 39 | claude_ai_Claude_Docs · update | 41 | 1,095 | 329.9M | 3% |
| 40 | mobile · mobile_click_on_screen_at_coordinates | 1 | 1,028 | 327.3M | 1% |
| 41 | claude_ai_Slack · slack_read_channel | 12 | 3,490 | 321.5M | 1% |
| 42 | argent · debugger-evaluate | 6 | 1,037 | 318.3M | 5% |
| 43 | UnityMCP · manage_editor | 2 | 678 | 318.0M | 0% |
| 44 | Claude_Browser · preview_logs | 60 | 1,031 | 316.5M | 8% |
| 45 | claude_ai_Linear · save_comment | 6 | 1,268 | 315.9M | 0% |
| 46 | playwright · browser_run_code_unsafe | 6 | 1,388 | 314.6M | 10% |
| 47 | last9 · prometheus_instant_query | 5 | 1,397 | 309.8M | 15% |
| 48 | UnityMCP · read_console | 2 | 887 | 309.5M | 0% |
| 49 | 14632fe2-bf0f-44dc-b10a-16985f49a1ec · query_amplitude_data | 1 | 1,246 | 306.2M | 7% |
| # | Tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | Bash | 280 | 4,750,257 | 982.86B | 3% |
| 02 | exec | 206 | 1,213,583 | 157.04B | 0% |
| 03 | Read | 280 | 856,092 | 118.13B | 1% |
| 04 | Edit | 273 | 447,247 | 105.03B | 2% |
| 05 | Write | 275 | 248,648 | 57.28B | 2% |
| 06 | exec_command | 122 | 667,924 | 36.86B | 0% |
| 07 | WebFetch | 249 | 184,096 | 17.53B | 4% |
| 08 | apply_patch | 131 | 114,707 | 14.46B | 0% |
| 09 | Agent | 237 | 55,380 | 13.34B | 2% |
| 10 | WebSearch | 239 | 117,350 | 10.35B | 1% |
| 11 | send_message | 102 | 74,629 | 9.72B | 0% |
| 12 | ToolSearch | 254 | 71,114 | 9.67B | 0% |
| 13 | write_stdin | 104 | 91,196 | 9.51B | 0% |
| 14 | wait | 172 | 62,940 | 8.54B | 0% |
| 15 | js | 146 | 53,953 | 7.56B | 0% |
| 16 | shell_command | 50 | 138,328 | 7.36B | 0% |
| 17 | PowerShell | 49 | 25,881 | 6.24B | 12% |
| 18 | StructuredOutput | 95 | 49,669 | 5.27B | 9% |
| 19 | SendMessage | 143 | 21,970 | 5.16B | 0% |
| 20 | TaskUpdate | 124 | 18,591 | 4.73B | 0% |
| 21 | Monitor | 185 | 16,733 | 4.56B | 4% |
| 22 | Grep | 121 | 47,189 | 4.45B | 2% |
| 23 | SubagentHandback | 113 | 21,281 | 4.24B | 0% |
| 24 | AskUserQuestion | 255 | 13,719 | 3.40B | 7% |
| 25 | wait_agent | 96 | 53,787 | 3.09B | 0% |
| 26 | Artifact | 148 | 10,272 | 2.85B | 5% |
| 27 | Skill | 242 | 18,550 | 2.79B | 1% |
| 28 | TaskCreate | 126 | 10,966 | 2.34B | 1% |
| 29 | TaskStop | 209 | 9,635 | 2.25B | 4% |
| 30 | sleep | 100 | 12,047 | 1.81B | 0% |
| 31 | shell | 10 | 21,968 | 1.76B | 0% |
| 32 | view_file | 2 | 4,692 | 1.57B | 0% |
| 33 | SendUserFile | 116 | 4,567 | 1.53B | 2% |
| 34 | update_plan | 105 | 13,290 | 1.48B | 0% |
| 35 | manage_task | 2 | 2,239 | 1.36B | 0% |
| 36 | run_command | 3 | 5,971 | 1.05B | 0% |
| 37 | ScheduleWakeup | 125 | 3,234 | 1.02B | 2% |
| 38 | Glob | 98 | 24,682 | 875.8M | 1% |
| 39 | Workflow | 84 | 2,552 | 856.0M | 6% |
| 40 | followup_task | 82 | 8,077 | 834.6M | 0% |
| 41 | TodoWrite | 33 | 3,855 | 790.0M | 0% |
| 42 | spawn_agent | 118 | 11,018 | 685.8M | 0% |
| 43 | write_to_file | 2 | 2,717 | 629.8M | 0% |
| 44 | list_agents | 87 | 6,225 | 599.2M | 0% |
| 45 | view_image | 86 | 6,561 | 567.5M | 0% |
| 46 | replace_file_content | 2 | 1,392 | 526.8M | 0% |
| 47 | ArtifactData | 23 | 2,259 | 411.7M | 14% |
| 48 | run | 17 | 3,324 | 377.9M | 0% |
| 49 | request_user_input_async | 119 | 2,820 | 370.1M | 0% |
| 50 | ListAgents | 97 | 1,354 | 342.2M | 0% |
| 51 | bash | 65 | 2,904 | 314.8M | 31% |