按内容整理
Content-aware curation
Sort, keep, delete or edit files according to what they show or say (blurry photos, duplicates with different names, the version in a given language).
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
- Finder · Photos · File Explorer
- 小类 GUI 需求标签
HY· 混合
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。
R01.02.01.03-T01 Trash the blurry shots from an event folder
原始指令
~/Pictures/Event has 120 photos; 27 are noticeably blurred (motion or missed focus). Move only the blurry ones to the Trash and leave the sharp ones in place. Slightly soft but usable shots (marked borderline in no file) should be kept.
- 平台
mac· macOSwin· Windows- 应用
- Finder · Preview · File Explorer
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断click· 指向与点击- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Trash/Recycle Bin contents vs annotator ground truth (27 blurry; 8 borderline labeled keep): F1 on removed set; borderline removals count as false positives. Kept file hashes unchanged.
建议部分得分
80% F1 on blurry set; 20% no borderline/sharp files removed
R01.02.01.03-T02 Separate receipt photos from personal photos
原始指令
~/Phone_Dump has 400 images. Move photos and screenshots of receipts or invoices to ~/Receipts, leave everything else. Some receipts are partially visible on a table or photographed at an angle.
- 平台
mac· macOSwin· Windows- 应用
- Finder · File Explorer · Photos
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
HY· 混合- 交互原语
vis· 视觉判断drag· 拖放- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
~/Receipts set vs labeled ground truth (52 receipts; decoys: menus, tickets, notebooks). F1 scored; no files deleted (count+hash multiset unchanged).
建议部分得分
85% F1 on receipt set; 15% nothing deleted or altered
R01.02.01.03-T03 Merge duplicates in Photos keeping the best copy
原始指令
The Photos library has a Duplicates album with 38 sets (some resized or recompressed copies with different names). Merge every set so the highest-resolution original survives, and confirm no non-duplicate photo was removed.
- 平台
mac· macOS- 应用
- Photos
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
click· 指向与点击vis· 视觉判断- 工作产物
WP08· 应用 / 系统状态- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Photos.sqlite: each duplicate set leaves exactly one asset with max pixel count; merged copies in Recently Deleted; asset count drop equals expected; non-duplicates untouched. Terminal and Script Editor withheld; eslogger detects osxphotos/AppleScript deletes -> 0.
建议部分得分
60% sets merged correctly; 25% highest-res survivor; 15% no collateral deletions
R01.02.01.03-T04 Pick the signed final of each contract version chain
原始指令
~/Contracts has 60 .docx/.pdf files for 8 contracts with names like 'MSA_acme_v3_final_FINAL2.docx'. For each contract, move the version that is final (signature page signed, no tracked changes, latest effective date) to ~/Contracts/Final; move all others to ~/Contracts/Drafts.
- 平台
mac· macOSwin· Windows- 应用
- Finder · Word · Preview
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
HY· 混合- 交互原语
vis· 视觉判断nav· 平移 / 缩放 / 滚动drag· 拖放- 工作产物
WP09· 文件与文件夹- 条件
licensed· 授权专业软件- 提案难度
- 5 / 5
建议验证方式
Final set equals the 8 ground-truth files (filename 'FINAL' is misleading on 5 decoys); Drafts holds the other 52; hashes unchanged. Per-contract credit.
建议部分得分
80% correct final per contract (equal share per contract); 20% all others in Drafts
R01.02.01.03-T05 Split product sheets by language
原始指令
~/Sheets has 40 PDF product sheets in English, German, French and Spanish with language-neutral names. Keep the English ones in place and move the others into ~/Sheets/de, fr and es folders.
- 平台
mac· macOSwin· Windowslin· Linux- 应用
- Finder · File Explorer · bash
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
vis· 视觉判断drag· 拖放code· 代码与命令- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Folder membership vs ground truth language labels (2 sheets are bilingual EN/DE: majority language counts). F1 per language; no files lost.
建议部分得分
25% English kept in place; 25% de folder; 25% fr folder; 25% es folder (bilingual cases weigh 2x within each)
R01.02.01.03-T06 Cull bursts to the single best frame
原始指令
Photos contains 10 burst sequences of 8 frames each (portraits). For every burst keep only the frame with eyes open and the sharpest focus on the face: mark it Favorite, and delete the other 7 frames to Recently Deleted.
- 平台
mac· macOS- 应用
- Photos
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断click· 指向与点击nav· 平移 / 缩放 / 滚动- 工作产物
WP08· 应用 / 系统状态- 条件
- 未声明
- 提案难度
- 5 / 5
建议验证方式
Photos.sqlite: per burst exactly one surviving asset, favorited; it must be in the annotators' accepted set (eyes open + top-2 sharpness by Laplacian variance on face crop). Deleted assets in Recently Deleted. Terminal and Script Editor withheld; eslogger detects osxphotos/AppleScript library edits -> 0.
建议部分得分
60% correct keeper per burst; 20% favorites set; 20% exactly 70 frames deleted
R01.02.01.03-T07 Fix upside-down and sideways scans
原始指令
D:\Scans has 200 scanned pages as JPEG; 31 are rotated 90°, 180° or 270°. Using File Explorer's Rotate commands (large icons view), make every page upright. Do not touch already-upright scans.
- 平台
win· Windows- 应用
- File Explorer · Photos
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
vis· 视觉判断click· 指向与点击hover· 悬停与上下文- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
OCR orientation detection (Tesseract OSD) on each output (applying EXIF orientation) = upright for all 200; untouched files hash-equal to seed. PowerShell blocked by AppLocker and no ImageMagick installed; Sysmon detects scripted rotate tools -> 0.
建议部分得分
70% misrotated pages fixed (per-file); 30% upright pages untouched
R01.02.01.03-T08 Quarantine broken files and fix wrong extensions
原始指令
In ~/dataset (1,500 files) move files that cannot be opened (truncated JPEG/PNG, zero-byte or corrupt PDFs, broken zips) to ~/dataset/_broken, and rename files whose extension does not match their content (e.g. a PNG named .jpg) to the correct extension.
- 平台
mac· macOSlin· Linuxwin· Windows- 应用
- bash · file · Python
- 交互表面
term· 终端- GUI 需求 · 任务设定
CL· CLI 足够- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
code· 代码与命令- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
_broken set equals ground truth (64 files); extension-fix renames equal expected (42); all other files unchanged; no file deleted.
建议部分得分
50% F1 on broken set; 40% correct extension fixes; 10% no collateral
R01.02.01.03-T09 Keep only bug-worthy screenshots
原始指令
The Desktop has 300 screenshots. Move those showing an error dialog, crash report or red error banner to ~/Bugs, Trash those that are blank, all-desktop or accidental (menu bar only), and leave the rest.
- 平台
mac· macOS- 应用
- Finder · Quick Look
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断key· 快捷键drag· 拖放- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Three-way labels vs ground truth: Bugs F1 (46 files), Trash F1 (38 files), remainder unchanged. Trash restorable (no permanent delete).
建议部分得分
45% Bugs F1; 40% Trash F1; 15% remainder untouched
R01.02.01.03-T10 Collect whiteboard and document photos into an album
原始指令
In Photos, find every photo of a document, receipt or whiteboard among 2,000 library items and add them to a new album 'Docs & Boards'. Do not add photos of people or screens.
- 平台
mac· macOS- 应用
- Photos
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
type· 文字与表单vis· 视觉判断click· 指向与点击- 工作产物
WP08· 应用 / 系统状态- 条件
- 未声明
- 提案难度
- 3 / 5
建议验证方式
Photos.sqlite album 'Docs & Boards' membership vs ground truth (88 items; decoys: laptop screens, posters). F1 scored. Terminal and Script Editor withheld; eslogger detects AppleScript/osxphotos album edits -> 0.
建议部分得分
20% album created; 80% membership F1
R01.02.01.03-T11 Tag beach photos via Explorer properties
原始指令
In C:\Users\tester\Pictures\2025 (350 JPEGs) add the tag 'beach' (Properties > Details > Tags) to every photo showing a beach or shoreline. Existing tags must be kept.
- 平台
win· Windows- 应用
- File Explorer
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断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
XMP/EXIF XPKeywords read by grader: 'beach' present on exactly the 61 ground-truth images (decoys: lakes, pools, desert); pre-existing tags preserved. No exiftool on the VM and PowerShell AppLocker-blocked; Sysmon detects property writes by processes other than explorer.exe -> 0.
建议部分得分
75% F1 on tagged set; 25% existing tags preserved
R01.02.01.03-T12 Delete empty voice memos
原始指令
~/Recordings has 80 .m4a voice memos. Move to the Trash those that are shorter than 2 s or contain no speech (peak below -45 dBFS or only background noise); keep everything with speech.
- 平台
mac· macOSlin· Linux- 应用
- bash · ffmpeg · sox
- 交互表面
term· 终端- GUI 需求 · 任务设定
CL· CLI 足够- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
code· 代码与命令av· 音视频时序- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 2 / 5
建议验证方式
Trash set equals ground truth (17; decoys: quiet but audible speech at -38 dBFS, 3 s of speech); kept files unchanged.
建议部分得分
80% F1 on removed set; 20% speech files all kept
R01.02.01.03-T13 Find visually changed logo exports between versions
原始指令
~/logos/v1 and ~/logos/v2 each have 140 PNG exports with the same names; v2 was re-exported, so all bytes differ. Copy to ~/logos/changed only the v2 files whose rendered image differs visibly from v1 (not just metadata or compression).
- 平台
mac· macOSlin· Linuxwin· Windows- 应用
- Python · ImageMagick
- 交互表面
term· 终端- GUI 需求 · 任务设定
CL· CLI 足够- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
code· 代码与命令vis· 视觉判断- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 2 / 5
建议验证方式
changed set equals the 19 truly modified files (pixel diff after alpha-premultiply; decoys: re-encoded identical pixels, 1-px antialias jitter below threshold). F1 scored.
建议部分得分
90% F1 on changed set; 10% v1/v2 untouched
R01.02.01.03-T14 Remove double-scanned invoices, keeping the clearer scan
原始指令
D:\AP\scans has 260 invoice PDFs; some invoices were scanned twice (different bytes and names, same invoice number and amount). For each duplicate pair keep the clearer scan (higher DPI, then less skew) and move the other to D:\AP\dupes.
- 平台
win· Windowsmac· macOS- 应用
- File Explorer · Acrobat Reader · Python
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
vis· 视觉判断code· 代码与命令drag· 拖放- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
dupes folder equals the 33 expected inferior copies; pairs identified by (invoice no, amount) ground truth; decoys share invoice number but differ in amount (credit notes) and must stay.
建议部分得分
50% pairs identified; 30% correct copy kept; 20% credit-note decoys untouched
R01.02.01.03-T15 Spot the misfiled report
原始指令
~/Clients/Northwind/Reports has 25 PDF reports; exactly one belongs to a different client although its name looks the same. Move it to ~/Clients/_Misfiled.
- 平台
mac· macOSwin· Windows- 应用
- Finder · Preview · File Explorer
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
vis· 视觉判断nav· 平移 / 缩放 / 滚动- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 2 / 5
建议验证方式
_Misfiled contains exactly the one file whose cover page client name differs; others unchanged.
建议部分得分
50% correct file moved to _Misfiled; 50% no other file moved (both 0 if the correct file is not moved)
R01.02.01.03-T16 Keep only photos of my dog
原始指令
Reference photos of my dog Miso are in ~/ref/miso. ~/Pictures/Park has 240 photos with several dogs: keep the photos in which Miso appears and move all others to ~/Pictures/Park/NotMiso. Photos' Pets recognition may help.
- 平台
mac· macOS- 应用
- Photos · Finder
- 交互表面
desk· 桌面 GUI- GUI 需求 · 任务设定
G2· GUI 必要- GUI 需求 · 普通权限
G2· GUI 必要- 交互原语
vis· 视觉判断click· 指向与点击drag· 拖放- 工作产物
WP09· 文件与文件夹- 条件
personal· 个人上下文- 提案难度
- 4 / 5
建议验证方式
Remaining set vs ground truth (73 photos with Miso; decoys: same breed, different dog). F1 on kept set; no deletions. Terminal withheld; eslogger detects mv/Python file moves, and moves not attributed to Finder -> 0.
建议部分得分
85% F1 on kept set; 15% no files deleted
R01.02.01.03-T17 Select good takes by reading the slate
原始指令
~/Footage has 50 clips; each begins with a slate card reading 'OK' or 'NG' plus scene/take. Move OK takes to ~/Footage/Selects and rename them 'S<scene>_T<take>.mov' from the slate. Leave NG takes in place.
- 平台
mac· macOSwin· Windows- 应用
- QuickTime Player · Finder · ffmpeg
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
av· 音视频时序vis· 视觉判断code· 代码与命令- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Selects set equals ground truth OK takes (21); names match slate scene/take; slate on 4 clips appears after 1–3 s; hashes unchanged.
建议部分得分
50% correct OK/NG split; 40% correct names from slate; 10% NG untouched
R01.02.01.03-T18 Keep each student's latest complete draft
原始指令
~/Essays has 30 .docx drafts from 9 students with inconsistent names. For each student keep the latest draft that is complete (has a 'Conclusion' heading and ≥1,500 words); move all others to ~/Essays/Superseded.
- 平台
mac· macOSwin· Windows- 应用
- Word · Finder · Python
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
nav· 平移 / 缩放 / 滚动code· 代码与命令- 工作产物
WP09· 文件与文件夹- 条件
licensed· 授权专业软件- 提案难度
- 3 / 5
建议验证方式
Kept set equals 9 expected files (student identity from document author/cover, not filename; latest by in-document date, mtimes shuffled); Superseded has the remaining 21.
建议部分得分
80% correct keeper per student; 20% all others in Superseded
R01.02.01.03-T19 Quarantine files with personal data on a team share
原始指令
Scan D:\TeamShare (900 synthetic files: docx, xlsx, pdf, jpg) and move any file containing personal data (US SSN patterns, passport scans, bank account numbers with names) into D:\Restricted, preserving relative paths. Write moved.csv with path and data type.
- 平台
win· Windows- 应用
- File Explorer · PowerShell · Python
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
CL· CLI 足够- 交互原语
vis· 视觉判断code· 代码与命令- 工作产物
WP09· 文件与文件夹- 条件
- 未声明
- 提案难度
- 4 / 5
建议验证方式
Restricted set vs ground truth (47; includes 9 image-only passport scans; decoys: invalid SSN-like numbers, sample/test IBANs in docs); moved.csv data-type labels accuracy; relative paths preserved.
建议部分得分
60% F1 on restricted set; 20% image-only scans caught; 20% moved.csv labels
R01.02.01.03-T20 Curate a 100-photo print set from a family year
原始指令
From ~/Family2025 (500 photos) remove near-duplicates, screenshots/memes, blurry and closed-eye shots, then pick the best 100 with 7–10 photos per month and at least 3 photos of each of the 4 family members (reference faces in ~/ref). Copy them to ~/Print.
- 平台
mac· macOSwin· Windows- 应用
- Photos · Finder · Python
- 交互表面
desk· 桌面 GUIterm· 终端- GUI 需求 · 任务设定
HY· 混合- GUI 需求 · 普通权限
HY· 混合- 交互原语
vis· 视觉判断code· 代码与命令nav· 平移 / 缩放 / 滚动- 工作产物
WP09· 文件与文件夹- 条件
long· 长流程personal· 个人上下文- 提案难度
- 5 / 5
建议验证方式
~/Print: exactly 100 files; monthly counts 7–10; ≥3 per member (face match vs ref); zero members of the reject classes (labeled); quality score mean ≥ annotator median.
建议部分得分
20% count; 20% month balance; 20% member coverage; 40% no rejects and quality bar
已有研究映射
以下沿用研究目录中的基准与小类映射，不是逐题标注、执行记录或产品背书。