MaybeAI Upload Audit

Upload and audit product media on MaybeAI: upload files, run analysis and audits, generate HTML report, and share results via trycloudflare tunnel.

Maibei Upload Audit

Full end-to-end upload + analyze + audit + HTML report generation + share pipeline.

Quick start

bash

python3 scripts/upload_audit.py \
  --token "<bearer-token>" \
  --user-id "<user-id>" \
  --mode full \
  --file "/path/to/image.jpg"

With automatic HTML report generation + trycloudflare sharing:

bash

python3 scripts/upload_audit.py \
  --token "<bearer-token>" \
  --user-id "<user-id>" \
  --mode full \
  --file "/path/to/image.jpg" \
  --html \
  --share

Correct end-to-end order

1. Confirm inputs: bearer token, user-id, local files or inbound media
2. Upload each file with the MaybeAI tRPC upload API
3. Run copy-sheet workflow to create a working spreadsheet
4. Run analyze workflow to classify files, OCR text, and write rows into 审核文件信息
5. Run the audit stage (audit + font-audit in parallel)
6. Run the summary workflow after audit stage completes
7. Generate HTML report grouping results by media URL, sorted by risk
8. Share via trycloudflare to produce a public URL
9. Return the working sheet URL + public HTML report URL

Audit stage execution model

Treat the audit stage as one logical stage after analyze finishes.

Current known workflows inside that stage:

• audit workflow artifact: 69c6582612aa26396bd2ace7
• font-audit workflow artifact: 69ccb9d584cf626fe68ff7ea

Inside that stage, audit and font-audit run in parallel as internal workflows, then summary runs after both complete.

Current known workflow ids

For /e-commerce/upload-audit-file:

• copy workflow artifact: 69ca226377efb8a1de743d34
• analyze workflow artifact: 69c245bca5e657510a37a6a2
• audit workflow artifact: 69c6582612aa26396bd2ace7
• font-audit workflow artifact: 69ccb9d584cf626fe68ff7ea
• summary workflow artifact: 69ca16d067a09db8deb145c2
• source Excel URL: https://www.maybe.ai/docs/spreadsheets/d/69c2400ea25ba20198828d73?gid=0

Required auth context

Need all of:

• bearer token
• user-id
• local files or inbound media, or already-uploaded file URLs

Script usage

text

upload_audit.py --mode <mode> [options]

Modes:
  upload    Upload files only
  copy      Copy source Excel only
  analyze   Run analyze step (requires --sheet-url or prior upload)
  audit     Run audit + font-audit
  summary   Run final summary
  full      Upload → copy → analyze → audit → summary (all in one)

Full-mode options:
  --file <path>            Local file to upload (repeatable)
  --html                   Generate HTML report after workflows complete
  --share                  Share HTML report via trycloudflare tunnel
  --html-only              Skip workflows, generate HTML from prior results
  --skip-analyze           Skip analyze step in full mode
  --skip-audit             Skip audit step in full mode
  --skip-font              Skip font-audit step in full mode
  --skip-summary           Skip final summary step

Other options:
  --token <token>          MaybeAI bearer token (required)
  --user-id <id>           MaybeAI user-id (required)
  --sheet-url <url>        Existing working sheet URL
  --source-excel-url <url> Source Excel URL (default: see above)
  --print-json             Output results as JSON

HTML report generation

When --html is passed (or --mode html), the script generates a self-contained HTML report at $WORKDIR/audit_report.html.

The report includes:

• Top-level summary metrics (total / high / medium / low risk counts)
• Overall audit result badge
• Tabbed view by risk level (高风险 / 中风险 / 低风险)
• Per-item cards ordered by risk (high → medium → low), each containing:
  • Media preview thumbnail
  • Media URL (clickable)
  • Overall risk level badge
  • 第三方审核 / 内部规则审核 / 行业规则审核 / 字体审核 sub-results
  • 风险点 (risk hits)
  • BLOCK reason in plain language
  • 建议修改点 and concrete rewrite direction
• Link back to the original working spreadsheet

The HTML is fully self-contained (no external JS/CSS dependencies) and responsive.

Sharing via trycloudflare

When --share is passed, after HTML generation the script:

1. Starts a local HTTP server serving the workspace directory
2. Starts a cloudflared tunnel to expose it publicly
3. Waits for the trycloudflare URL to become reachable
4. Verifies the URL returns HTTP 200
5. Returns the verified public URL

bash

python3 scripts/share_url.py /path/to/file.html
# outputs: https://xxxx.trycloudflare.com/file.html

Upload step

Use the MaybeAI tRPC endpoint:

text

POST https://maibei.maybe.ai/api/trpc/imageGetUploadUrl

Request shape:

json

{ "key": "superapp/uploads/<timestamp>-<filename>" }

Response fields:

• result.data.uploadUrl
• result.data.url

Upload pattern:

1. Call imageGetUploadUrl with a unique key
2. PUT raw file bytes to uploadUrl
3. Use url as the uploaded public URI in later workflows

Analyze payload construction

Build variable:dataframe:product_images as rows:

json

[
  {
    "url": "https://statics.maybe.ai/.../file.webp",
    "file_type": "image",
    "file_name": "file.webp"
  }
]

Use file_type: "image" for png/jpg/jpeg/webp/gif.

Audit and summary payload

Send all three values:

json

[
  { "name": "variable:scalar:copy_excel_url", "default_value": "<sheet>" },
  { "name": "variable:scalar:excel_url", "default_value": "<sheet>" },
  { "name": "variable:dataframe:copy_excel_url_data", "default_value": [{ "copy_excel_url": "<sheet>" }] }
]

Font-audit payload

Send:

json

[
  { "name": "variable:scalar:copy_excel_url", "default_value": "<sheet>" }
]

Execution communication rules

Report progress at every step. Required progress messages:

text

📤 正在上传文件 1/5...
✅ 文件1 上传完成
📋 正在复制源Excel...
✅ 复制完成
🔍 正在分析文件...
✅ 分析完成
🔴 正在审核（内部规则 + 行业规则）...
✅ 审核完成
🔤 正在字体审核...
✅ 字体审核完成
📊 正在汇总...
✅ 汇总完成
🌐 正在生成HTML报告...
✅ 报告已生成
🔗 正在分享到公网...
✅ 报告已发布: https://xxx.trycloudflare.com/audit_report.html

Response format

After successful end-to-end run with --html --share, return:

• Working sheet URL
• Uploaded file URLs (if applicable)
• Copy step result
• Analyze step result
• Audit step result
• Summary workflow result
• HTML report local path
• Public share URL (trycloudflare)

Debugging

If upload fails:

1. Verify token and user-id
2. Inspect imageGetUploadUrl response shape
3. Verify the PUT upload returns 200

If workflow fails:

1. Verify the artifact id by calling workflow/detail/public
2. Verify Authorization: Bearer <token> and user-id on play-be.omnimcp.ai
3. Inspect streamed events, especially action_output, dataflow_output, and workflow_output

Resources

text

maibei-upload-audit/
├── SKILL.md
├── scripts/
│   ├── upload_audit.py   # Main CLI for full pipeline
│   └── share_url.py      # Trycloudflare sharing utility
└── references/
    ├── protocol-notes.md      # API request/response shapes
    └── live-run-notes.md      # Validated execution notes