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Generate Markdown reports from polym-eval-db. Use for eval summaries, model comparison reports, Elo reports, and exported evaluation findings.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Research BytePlus products, APIs, SDKs, setup, quotas, regions, pricing, and troubleshooting using the bundled official documentation index, then verify claims on live docs. Use for requests for BytePlus documentation or official links.
Batch-generate Seedance 2.0 Mini videos via the BytePlus console BFF (Mini has no public API). Covers T2V, image/video reference (I2V/R2V), first/last frame, and human portraits. Triggers: "seedance mini", "dreamina mini", "用 mini 出视频".
Generate textured 3D models (GLB + PBR) from an image and/or text prompt via Volcengine Ark Seed3D (doubao-seed3d). Submits the async task, polls to completion, and downloads the .glb. Domestic Volcengine Ark only, not BytePlus overseas.
Generate videos with BytePlus Seedance. Use for Seedance text-to-video, image-to-video, camera control, and draft video workflows.
Generate images with BytePlus Seedream 4.x/4.5. Use for Seedream text-to-image, AI art, product images, and batch image generation.
Creates polished explainer videos from docs, URLs, PDFs, screenshots, or text. Use for product demos, announcement reels, repo videos, and requests like "make an explainer video" or "turn this repo into a video".
| name | polym-eval-report-generator |
| description | Generate Markdown reports from polym-eval-db. Use for eval summaries, model comparison reports, Elo reports, and exported evaluation findings. |
Generate structured evaluation reports from polym-eval-db data.
生成 Seedream vs Gemini 的评测报告
给我一份视频模型的 Elo 排名报告
生成所有图片评测的综合报告，中文，保存到 report.md
generate a full report for report ID: seedream_vs_gemini_20260414
| Type | Flag | Content |
|---|---|---|
| image | --type image | Image comparisons: Elo, win-rate, dimensions, examples |
| video | --type video | Video comparisons: Elo, multi-model rankings |
| full | --type full | All data sources combined |
| elo-only | --type elo | Elo rankings table only (quick view) |
When the user asks for a report:
# Full image + video report (all data), Chinese
python3 skills/polym-eval-report-generator/scripts/generate_report.py
# Image report only
python3 skills/polym-eval-report-generator/scripts/generate_report.py --type image
# Video report only
python3 skills/polym-eval-report-generator/scripts/generate_report.py --type video
# Filter by specific report ID
python3 skills/polym-eval-report-generator/scripts/generate_report.py \
--report-id seedream_vs_gemini_20260414
# Filter by model name (partial match)
python3 skills/polym-eval-report-generator/scripts/generate_report.py \
--model Seedream
# English report
python3 skills/polym-eval-report-generator/scripts/generate_report.py --lang en
# Save to file
python3 skills/polym-eval-report-generator/scripts/generate_report.py \
--output benchmark/image/reports/my_report.md
# Elo only, top 5 models
python3 skills/polym-eval-report-generator/scripts/generate_report.py \
--type elo --top-n 5
# Custom DB path
EVAL_DB_PATH=/root/eval.db python3 skills/polym-eval-report-generator/scripts/generate_report.py
| Parameter | Flag | Default | Description |
|---|---|---|---|
type | --type | full | image, video, full, elo |
report_id | --report-id | all | Filter to one report |
model | --model | all | Filter by model name (partial) |
lang | --lang | zh | zh (Chinese) or en (English) |
top_n | --top-n | 10 | Max models in Elo table |
output | --output | stdout | Save to file path |
no_examples | --no-examples | False | Skip example rows section |
# [Model A] vs [Model B] 评测报告
## 概览
- 数据规模 / 报告来源 / 评测日期
## Elo 排名
(table of models ranked by Elo score, with per-dimension scores)
## 胜率统计
(overall win/loss/tie counts and percentages)
## 维度分析
(per-dimension breakdown table with win rates and leading model)
## 场景分析
(grouped by category/scenario if available)
## 典型案例
(sample comparisons — A wins, B wins, tie)
## 结论与建议
(auto-generated summary based on the data)
EVAL_DB_PATH=... # Path to SQLite DB (default: skills/polym-eval-db/eval.db, auto-downloaded if missing)