计算机使用智能体分类English
R11.03.01.02 · 任务小类

白板亲和图

Whiteboard affinity mapping

Cluster sticky notes into themes by dragging and label the groups.

20 条本项目编写的提案 · 分类 v1.1 · 新增基准运行 0 次。下方验证方式与部分得分规则是设计,不是执行结果。

典型应用
Miro · FigJam · Excalidraw · tldraw
小类 GUI 需求标签
G3 · 仅 GUI

任务提案 · 20

展开查看完整原文与建议检查方式;两种界面均保留提案英文原文。

R11.03.01.02-T01 Cluster 20 feedback stickies into four labeled frames

原始指令

Open boards/feedback.excalidraw in Excalidraw. Drag the 20 feedback sticky notes into 4 frames by theme (you choose the themes) and title each frame with a 1–3 word theme label. Do not edit note text. Save to output/feedback_clustered.excalidraw.

平台
web · 任意系统(网页)
应用
Excalidraw
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 vis · 视觉判断 type · 文字与表单
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Parse JSON: each note's frameId; partition vs gold clusters ARI ≥0.8 (graded continuously); 4 frames with names; note text unchanged. Agent has no terminal or text editor and browser DevTools are disabled; element version counters and updated timestamps must show interactive edits, and a single scripted rewrite is detected and scores 0.

建议部分得分

15% four frames; 60% clustering ARI; 15% labels present; 10% text untouched

R11.03.01.02-T02 Move all red stickies into the Risks frame

原始指令

In the Miro board 'Sprint 42' (test team), move every red sticky note into the frame named 'Risks' without changing their text or color. Leave other notes where they are.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 nav · 平移 / 缩放 / 滚动
工作产物
WP10 · 标注
条件
未声明
提案难度
1 / 5

建议验证方式

Verifier REST (agent has no token): all 9 red stickies have parent = Risks frame; non-red stickies' positions unchanged (±1 px); text/color unchanged. Board audit log shows edits from the browser session.

建议部分得分

70% red notes in frame; 30% others untouched

R11.03.01.02-T03 Affinity-map 60 interview notes into themes with headers

原始指令

Miro board 'Onboarding research' has 60 sticky notes from 6 user interviews. Group them into 5–8 themes by dragging notes into clusters (frames or tight groups), add a header sticky above each cluster naming the theme, and leave no note unclustered.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 vis · 视觉判断 nav · 平移 / 缩放 / 滚动
工作产物
WP10 · 标注
条件
long · 长流程
提案难度
4 / 5

建议验证方式

Verifier REST: clusters via frame parent or DBSCAN on positions; ARI vs researcher gold ≥0.6 for full credit; every note assigned; header count equals cluster count; header-theme match scored by LLM rubric (flagged non-deterministic). Compared with control pair T17. No Miro API token or app install is given to the agent (the verifier token is grader-only) and DevTools are disabled, so notes must be moved in the board UI.

建议部分得分

55% clustering agreement; 15% all notes clustered; 15% headers per cluster; 15% header quality (rubric)

R11.03.01.02-T04 Place stickies on an impact-effort matrix by their tags

原始指令

In FigJam file 'Backlog triage', a 2x2 matrix (Impact up, Effort right) is drawn. Each of 28 stickies has tags like 'impact:high effort:low' in its text. Drag every sticky into the correct quadrant without overlapping the axis lines.

平台
web · 任意系统(网页) mac · macOS win · Windows
应用
FigJam
交互表面
brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 geom · 精确几何
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Figma REST (verifier token): each sticky bbox fully inside the gold quadrant region (axis margin 8 px); 28/28 scored; text unchanged. FigJam plugins and widgets are disabled for the test org and the agent gets no Figma token (REST cannot write file content), so edits must be made in the UI.

建议部分得分

85% quadrant accuracy (about 3 points each); 15% no axis overlap

R11.03.01.02-T05 Stack duplicate notes and cluster the rest

原始指令

In tldraw (local), open boards/brainstorm.tldr with 45 notes, several of which say the same thing in different words. Stack near-duplicates on top of each other (offset ≤20 px), then cluster stacks and singles into themes with a text label per cluster. Save to output/brainstorm_sorted.tldr.

平台
web · 任意系统(网页)
应用
tldraw
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 vis · 视觉判断 type · 文字与表单
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Parse .tldr: duplicate groups = notes whose centres within 20 px; precision/recall vs gold duplicate pairs; cluster ARI vs gold ≥0.6; one text label near each cluster. Agent has no terminal or text editor and browser DevTools are disabled, so the .tldr can only be written by the tldraw page.

建议部分得分

40% duplicate stacking F1; 40% clustering; 20% labels

R11.03.01.02-T06 Tally dot votes and reorder clusters by score

原始指令

Miro board 'Retro Oct' has 7 labeled clusters with dot-vote stickers (circles) on notes. Count dots per cluster, write the count into each cluster header as '(n)', and rearrange clusters left to right in descending vote order, keeping each cluster's notes together.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
vis · 视觉判断 drag · 拖放 type · 文字与表单
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Verifier REST: header texts end with correct '(n)' counts; cluster centroid x order equals descending counts; every note still within its cluster frame/bbox. No Miro API token or app install is given to the agent (the verifier token is grader-only) and DevTools are disabled, so notes must be moved in the board UI.

建议部分得分

40% counts correct; 40% order; 20% clusters intact

R11.03.01.02-T07 Color stickies by participant and cluster by theme

原始指令

In FigJam 'Workshop dump', 36 stickies list their author initials at the end. Recolor each sticky by author (palette in legend frame), then cluster all stickies into themes inside sections named for each theme. Do not change note text.

平台
web · 任意系统(网页) mac · macOS win · Windows
应用
FigJam
交互表面
brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
click · 指向与点击 drag · 拖放 vis · 视觉判断
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Figma REST: sticky fill colors match author→color legend (36/36); sections contain stickies; ARI vs gold themes ≥0.6; text unchanged. FigJam plugins and widgets are disabled for the test org and the agent gets no Figma token (REST cannot write file content), so edits must be made in the UI.

建议部分得分

35% colors; 50% clustering; 15% sections named

R11.03.01.02-T08 Sort research notes into an empathy map

原始指令

In Mural (test workspace) the template 'Empathy map' has quadrants Says, Thinks, Does, Feels. Drag the 32 interview notes in the parking area into the correct quadrant (quotes go to Says, inferred beliefs to Thinks, observed actions to Does, emotions to Feels).

平台
web · 任意系统(网页)
应用
Mural
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 vis · 视觉判断
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Mural API (verifier): each note's position inside gold quadrant; accuracy over 32 (gold labelled by 2 researchers, ambiguous notes accept either); parking area empty. No Mural API token or OAuth app is issued to the agent and DevTools are disabled, so notes must be dragged in the Mural board UI.

建议部分得分

85% quadrant accuracy; 15% parking area cleared

R11.03.01.02-T09 Build a two-level affinity hierarchy with nested frames

原始指令

Miro board 'Clinic study' has 90 observation notes. Build a two-level hierarchy: 3–4 top-level themes as large frames, each containing 2–4 sub-theme frames with notes inside; label every frame. Every note must sit in exactly one sub-theme.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 vis · 视觉判断 nav · 平移 / 缩放 / 滚动
工作产物
WP10 · 标注
条件
long · 长流程
提案难度
5 / 5

建议验证方式

Verifier REST: frame nesting depth 2; all notes in leaf frames; sub-theme ARI vs gold ≥0.5 and top-level ARI ≥0.6 for full credit; label count = frame count. No Miro API token or app install is given to the agent (the verifier token is grader-only) and DevTools are disabled, so notes must be moved in the board UI.

建议部分得分

15% structure valid; 35% sub-theme agreement; 30% top-level agreement; 20% all notes placed and labeled

R11.03.01.02-T10 Draw cause-effect arrows between theme clusters

原始指令

In output/feedback_clustered.excalidraw (5 labeled clusters), add arrows bound to cluster frames showing causal links stated in causal_notes.md (e.g. 'Slow onboarding → churn'), each arrow labeled with the evidence note id. Do not move notes.

平台
web · 任意系统(网页)
应用
Excalidraw
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
CL · CLI 足够
交互原语
drag · 拖放 type · 文字与表单 path · 连续路径
工作产物
WP10 · 标注
条件
未声明
提案难度
4 / 5

建议验证方式

Parse JSON: arrows with startBinding/endBinding to the correct frames for each of 6 gold links; labels contain note ids; no extra links; note positions unchanged. Agent has no terminal or text editor and browser DevTools are disabled, so the .excalidraw JSON can only be written by the Excalidraw page.

建议部分得分

60% correct bound links; 25% labels; 15% notes unmoved

R11.03.01.02-T11 Merge a second team's clusters into the main board

原始指令

Two teams clustered the same research separately. Copy every note from FigJam file 'Team B board' into 'Team A board', placing each into Team A's matching theme section; create new sections only for themes Team A lacks. Merge exact-duplicate notes.

平台
web · 任意系统(网页) mac · macOS win · Windows
应用
FigJam
交互表面
brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 multi · 跨应用 vis · 视觉判断
工作产物
WP10 · 标注
条件
multiapp · 多应用
提案难度
4 / 5

建议验证方式

Figma REST: Team A contains union of notes (exact duplicates once); each imported note in gold-mapped section; new sections only for 2 missing themes; Team B unchanged. FigJam plugins and widgets are disabled for the test org and the agent gets no Figma token (REST cannot write file content), so edits must be made in the UI.

建议部分得分

30% notes copied; 40% placement; 15% duplicates merged; 15% correct new sections

R11.03.01.02-T12 Circle the legacy clusters with freehand strokes

原始指令

In tldraw open boards/arch_notes.tldr. Draw a freehand loop around each of the 3 clusters whose header contains 'Legacy' (each loop must enclose all notes of that cluster and no other notes). Save to output/arch_marked.tldr.

平台
web · 任意系统(网页)
应用
tldraw
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
path · 连续路径 vis · 视觉判断
工作产物
WP10 · 标注
条件
未声明
提案难度
2 / 5

建议验证方式

Parse .tldr: 3 draw shapes whose closed polygons contain all notes of each Legacy cluster (point-in-polygon on note centres) and none from other clusters. Agent has no terminal or text editor and browser DevTools are disabled, so the .tldr can only be written by the tldraw page.

建议部分得分

30% three loops drawn; 50% containment correct; 20% no extra notes enclosed

R11.03.01.02-T13 Use auto-clustering by tag, then fix and rename clusters

原始指令

In Miro board 'Feature requests', select the 50 stickies and use 'Cluster by keywords/tags' to group them, then fix 6 mis-clustered notes the tags got wrong (per their text) and rename each cluster header to a theme name.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
click · 指向与点击 drag · 拖放 vis · 视觉判断
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Verifier REST: cluster partition ARI vs gold ≥0.85 (auto-cluster alone scores ~0.7); the 6 mis-tagged notes in gold clusters; headers renamed (not default tag names). No Miro API token or app install is given to the agent (the verifier token is grader-only) and DevTools are disabled, so notes must be moved in the board UI.

建议部分得分

30% auto-cluster used; 45% corrections; 25% headers renamed

R11.03.01.02-T14 Group stickies into labeled clusters in Freeform

原始指令

In Apple Freeform board 'Trip ideas' (24 sticky notes), group the notes into 4 clusters (Food, Outdoors, Culture, Logistics) placed in the four corners of the board, each with a text label above, and save.

平台
mac · macOS ios · iOS/iPadOS
应用
Freeform
交互表面
desk · 桌面 GUI mob · 移动触控
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G3 · 仅 GUI
交互原语
drag · 拖放 touch · 触控手势 vis · 视觉判断
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Board exported as PDF and via the Freeform SQLite store: note positions per quadrant equal gold cluster; 4 labels positioned above clusters; text unchanged. The agent has no terminal and Shortcuts/AppleScript automation is denied by TCC; writes to Freeform's store by any other process are caught by an audit log.

建议部分得分

75% notes in correct corner cluster; 25% labels

R11.03.01.02-T15 Run a retro board: sort, merge, vote and create actions

原始指令

Miro retro board 'Sprint 43': move 40 loose notes into Start/Stop/Continue columns, stack duplicates, apply the existing votes (stickers) to find the top 3 items, and create a Miro card for each in frame 'Actions' with an owner from owners.txt and due date next Friday.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 click · 指向与点击 type · 文字与表单
工作产物
WP10 · 标注
条件
未声明
提案难度
4 / 5

建议验证方式

Verifier REST: column placement accuracy vs gold; duplicate stacks; Actions frame holds 3 cards whose titles match top-3 voted notes, assignee and due date correct. No Miro API token or app install is given to the agent (the verifier token is grader-only) and DevTools are disabled, so notes must be moved in the board UI.

建议部分得分

40% column placement; 15% duplicates; 30% top-3 actions; 15% owners/dates

R11.03.01.02-T16 Lay out a journey map across stages and persona lanes

原始指令

FigJam file 'Journey' has 6 stage columns (Discover → Advocate) and 2 persona swimlanes (Clinician, Patient). Place 40 loose stickies into the right stage-lane cell, ordered left-to-right within each cell by the step number in the note, without overlaps.

平台
web · 任意系统(网页) mac · macOS win · Windows
应用
FigJam
交互表面
brow · 浏览器 desk · 桌面 GUI
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 geom · 精确几何 vis · 视觉判断
工作产物
WP10 · 标注
条件
long · 长流程
提案难度
5 / 5

建议验证方式

Figma REST: each sticky bbox inside gold cell; within-cell x order matches step numbers (Kendall tau = 1 per cell); no pairwise overlaps. FigJam plugins and widgets are disabled for the test org and the agent gets no Figma token (REST cannot write file content), so edits must be made in the UI.

建议部分得分

50% cell accuracy; 30% ordering; 20% no overlaps

R11.03.01.02-T17 Cluster the interview notes via the Miro REST API (control pair of T03)

原始指令

Control pair of T03. With a Miro REST test token, write cluster.py that reads the 60 notes, assigns themes (you may embed and cluster their text), creates frames with header stickies, and moves notes into them.

平台
mac · macOS win · Windows lin · Linux
应用
Miro REST API
交互表面
api · API / SDK
GUI 需求 · 任务设定
AP · API 足够
GUI 需求 · 普通权限
AP · API 足够
交互原语
code · 代码与命令
工作产物
WP10 · 标注
条件
未声明
提案难度
2 / 5

建议验证方式

Same scoring as T03 on final board state; audit shows edits from the token's app.

建议部分得分

55% clustering; 15% all notes; 15% headers; 15% header quality

R11.03.01.02-T18 Label pre-built clusters and add a summary note to each

原始指令

In Excalidraw boards/usability.excalidraw, notes are already grouped into 6 unlabeled clusters. Add a 2–4 word title above each cluster and a one-sentence summary sticky (≤20 words) beside it that names the main problem and how many notes support it.

平台
web · 任意系统(网页)
应用
Excalidraw
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
type · 文字与表单 geom · 精确几何
工作产物
WP10 · 标注
条件
未声明
提案难度
3 / 5

建议验证方式

Parse JSON: 6 titles positioned above clusters, 6 summaries adjacent; supporting-note counts in summaries exact; title/summary relevance scored by LLM rubric against gold themes (flagged non-deterministic). Agent has no terminal or text editor and browser DevTools are disabled, so the .excalidraw JSON can only be written by the Excalidraw page.

建议部分得分

20% placement; 30% counts correct; 50% title/summary quality (rubric)

R11.03.01.02-T19 Cluster 150 scattered notes on a large board

原始指令

Miro board 'Citizen feedback' has 150 notes scattered across a very large canvas (some far off-screen) from 3 workshops. Gather all of them into 8 themed clusters inside a new frame 'Synthesis' with headers, keeping a copy count per cluster in the header '(n)'.

平台
web · 任意系统(网页)
应用
Miro
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 nav · 平移 / 缩放 / 滚动 vis · 视觉判断
工作产物
WP10 · 标注
条件
long · 长流程 hidden · 隐藏 / 过期状态
提案难度
5 / 5

建议验证方式

Verifier REST: all 150 notes inside Synthesis (no stragglers); ARI vs gold ≥0.5 for full credit; header count 8 with correct '(n)' counts matching actual cluster sizes. No Miro API token or app install is given to the agent (the verifier token is grader-only) and DevTools are disabled, so notes must be moved in the board UI.

建议部分得分

25% all notes gathered; 45% clustering; 15% headers; 15% counts

R11.03.01.02-T20 Keep clustering while a teammate adds notes live

原始指令

In a shared tldraw room, cluster the 30 existing notes into themes with labels. A scripted collaborator keeps adding a new note every 30–60 s for 8 minutes; place each new note into the right cluster (or a new one) within 2 minutes of its arrival.

平台
web · 任意系统(网页)
应用
tldraw
交互表面
brow · 浏览器
GUI 需求 · 任务设定
G3 · 仅 GUI
GUI 需求 · 普通权限
G2 · GUI 必要
交互原语
drag · 拖放 vis · 视觉判断 rt · 实时控制
工作产物
WP10 · 标注
条件
interrupt · 中断
提案难度
4 / 5

建议验证方式

Room event log: initial clustering ARI vs gold ≥0.6; for each of ~10 new notes, time from creation to placement in gold cluster ≤120 s; final state all notes clustered. Browser DevTools are disabled and the agent has no terminal or sync-server access; the room event log attributes each move to the agent's browser session.

建议部分得分

40% initial clustering; 40% new notes placed in time; 20% final completeness

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当前映射未给此小类指定基准参考。

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