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#622 by GitHub stars

liangdabiao/ecom-details-image

Create visual concepts, image-generation prompts, and optional AI-generated images for product hero images, marketing creatives, social posts, ads, ecommerce PDP visuals, and general visual design tasks. Use when the user asks for visual strategy, image prompt writing, product/marketing image direct

Marketing

History

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View on GitHubAdd to my skills

Verified commit 43eb858505703c716f2978d9df4a10a0f30a85ba

1.6kGitHub stars
58stars in 7 days
1skill in this repository
1commit in 30 days

Heat

7.7
  • Star growth, last 7 daysAhead of 95% of tracked repositories
  • Star growth, last 24 hoursAhead of 95% of tracked repositories
  • Rank movement, last 7 daysAhead of 87% of tracked repositories
  • Commits, last 30 daysAhead of 54% of tracked repositories
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Aug 2, 2026Nov 7, 20261,608

Individual skills in this repository

How it works

ecom-details-image

When your agent uses it

Create visual concepts, image-generation prompts, and optional AI-generated images for product hero images, marketing creatives, social posts, ads, ecommerce PDP visuals, and general visual design tasks. Use when the user asks for visual strategy, image prompt writing, product/marketing image direction, or direct text-to-image generation. In Codex environments use the built-in imagegen tool; elsewhere use the bundled script backed by the apiz CLI.

What it loads into context

Frontmatter

95 tokens

Always available to the agent

SKILL.md

9,242 tokens

When the skill is activated

Reference documents

3,547 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. 生图通道判断（Generate 模式必读）
  2. 核心流程
  3. 最小输入
  4. 通用图片 Prompt 结构
  5. GPT-Image-2 Prompt 铁律（必须遵守）
  6. Prompt 精简原则
  7. 场景模板系统
  8. Anti-AI 技巧（UGC / 直播 / 社媒场景）
  9. 整套图片风格一致性规则
  10. 商品和营销转化流程
  11. 商品图序列模板
  12. 详情页图片序列模板
  13. 多图生成执行规则
  14. 直接生图规则
  15. QA 检查
  16. 常见翻车点与防护
  17. 输出格式

Scripts executed separately

  • scripts/generate_image.py

Files

  • .env.exampleasset1,060 bytes
  • .gitignoreasset65 bytes
  • README.mddoc12,622 bytes
  • SKILL.mdcore32,431 bytes
  • SKILL.mdcore32,431 bytes
  • SKILL.mdcore32,431 bytes
  • references/templates/01-hero-image.jsonasset2,471 bytes
  • references/templates/02-lifestyle-scene.jsonasset2,806 bytes
  • references/templates/03-flat-lay.jsonasset2,657 bytes
  • references/templates/04-detail-macro.jsonasset2,618 bytes
  • references/templates/05-poster-banner.jsonasset2,851 bytes
  • references/templates/06-social-media.jsonasset3,078 bytes
  • references/templates/07-ugc-style.jsonasset4,039 bytes
  • references/templates/08-model-showcase.jsonasset3,193 bytes
  • references/templates/09-before-after.jsonasset2,413 bytes
  • references/templates/10-packaging.jsonasset2,509 bytes
  • references/templates/11-infographic.jsonasset2,552 bytes
  • references/templates/12-creative-concept.jsonasset2,452 bytes
  • references/templates/13-size-spec.jsonasset2,593 bytes
  • references/templates/14-multi-product.jsonasset2,465 bytes
  • references/templates/15-livestream.jsonasset3,410 bytes
  • references/templates/16-try-on-virtual.jsonasset2,669 bytes
  • references/templates/17-exploded-view.jsonasset2,765 bytes
  • references/templates/18-ghost-mannequin.jsonasset2,839 bytes
  • references/templates/19-multi-angle-grid.jsonasset2,613 bytes
  • references/templates/20-magazine-editorial.jsonasset3,042 bytes
  • references/templates/21-seasonal-campaign.jsonasset2,680 bytes
  • references/templates/22-luxury-atmospherics.jsonasset2,809 bytes
  • references/templates/23-device-mockup.jsonasset2,821 bytes
  • references/templates/24-storefront.jsonasset2,765 bytes
  • references/templates/25-sports-campaign.jsonasset2,794 bytes
  • scripts/generate_image.pyruns13,472 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

  • ecom-details-image

Repository facts

License
No license detected
Created
May 6, 2026
Last pushed
Oct 31, 2026
Forks
228
Open issues
2
Project activity
Active

Rank over the last 12 weeks

Now #622 · best #549 · down 22 in 30 days

  1. #624 on Oct 31
  2. #625 from Nov 1 to Nov 2
  3. #624 on Nov 3
  4. #625 on Nov 4
  5. #620 from Nov 5 to Nov 6
  6. #622 since Nov 7
76 earlier periods
  1. #639 on Aug 2
  2. #608 on Aug 8
  3. #613 on Aug 9
  4. #638 on Aug 10
  5. #641 on Aug 11
  6. #639 from Aug 12 to Aug 13
  7. #633 on Aug 14
  8. #612 on Aug 15
  9. #622 on Aug 16
  10. #624 on Aug 17
  11. #637 on Aug 18
  12. #615 from Aug 19 to Aug 20
  13. #622 on Aug 21
  14. #598 on Aug 22
  15. #623 on Aug 23
  16. #626 on Aug 24
  17. #634 on Aug 25
  18. #614 on Aug 26
  19. #622 on Aug 27
  20. #635 on Aug 28
  21. #580 on Aug 29
  22. #577 on Aug 30
  23. #599 on Aug 31
  24. #614 on Sep 1
  25. #601 from Sep 2 to Sep 3
  26. #580 on Sep 4
  27. #574 on Sep 5
  28. #587 on Sep 6
  29. #591 on Sep 7
  30. #603 on Sep 8
  31. #588 on Sep 9
  32. #592 on Sep 10
  33. #577 on Sep 11
  34. #568 on Sep 12
  35. #570 on Sep 13
  36. #588 on Sep 14
  37. #578 on Sep 15
  38. #586 on Sep 16
  39. #578 on Sep 17
  40. #583 on Sep 18
  41. #567 on Sep 19
  42. #573 on Sep 20
  43. #575 on Sep 21
  44. #581 on Sep 22
  45. #580 on Sep 23
  46. #559 on Sep 24
  47. #549 on Sep 25
  48. #550 on Sep 26
  49. #573 from Sep 27 to Sep 28
  50. #592 on Sep 29
  51. #579 on Sep 30
  52. #563 on Oct 1
  53. #570 on Oct 2
  54. #552 on Oct 3
  55. #557 on Oct 4
  56. #565 on Oct 5
  57. #576 on Oct 6
  58. #579 on Oct 7
  59. #600 on Oct 8
  60. #585 on Oct 9
  61. #567 from Oct 10 to Oct 11
  62. #575 on Oct 12
  63. #576 on Oct 13
  64. #585 on Oct 14
  65. #580 on Oct 15
  66. #583 on Oct 16
  67. #572 on Oct 17
  68. #570 on Oct 18
  69. #588 on Oct 19
  70. #589 on Oct 20
  71. #595 on Oct 21
  72. #582 on Oct 22
  73. #572 on Oct 23
  74. #561 on Oct 24
  75. #620 on Oct 25
  76. #623 from Oct 28 to Oct 30

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 5, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 2 notes
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
Show all 49 signals by file

.env.example

  • Access to secretsline 7
    [Credential-related source omitted]
  • Access to secretsline 14
    [Credential-related source omitted]
  • Network accessline 16
    # CLI 后端地址（一般不用改） # APIZ_BASE_URL=https://api.apiz.ai
  • Network accessline 17
    # APIZ_BASE_URL=https://api.apiz.ai
  • Access to secretsline 24
    [Credential-related source omitted]

.gitignore

  • Access to secretsline 1
    [Credential-related source omitted]

README.md

  • Network accessline 11
    未安装 apiz CLI 时，它仍然可以正常输出 Prompt；CLI 就绪后，可以直接出图。 建议请先安装[apiz](https://apiz.ai) 官方 CLI 。
  • Network accessline 13
    ### 兄弟项目 - 跨境电商调研skill: https://github.com/liangdabiao/Amazon-Skills-Liang
  • Network accessline 14
    https://github.com/liangdabiao/Amazon-Skills-Liang
  • Network accessline 69
    claude code / workbuddy 等环境通过 `scripts/generate_image.py` 生图。脚本不直连 HTTP API，而是调用 [apiz](https://apiz.ai) 官方 CLI：
  • Access to secretsline 83
    [Credential-related source omitted]
  • Network accessline 88
    [Credential-related source omitted]
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    [Credential-related source omitted]
  • Access to secretsline 89
    [Credential-related source omitted]
  • Network accessline 90
    # APIZ_BASE_URL=https://api.apiz.ai
  • Access to secretsline 95
    [Credential-related source omitted]
  • Network accessline 129
    python3 scripts/generate_image.py --prompt "..." --size 4:5 --image-url https://cdn.example.com/product.jpg
  • Access to secretsline 147
    [Credential-related source omitted]
  • Access to secretsline 268
    [Credential-related source omitted]
  • Access to secretsline 272
    [Credential-related source omitted]

SKILL.md

  • Network accessline 37
    claude code / OpenClaw 等其他环境使用 `scripts/generate_image.py`，脚本内部调用 **apiz CLI**（https://apiz.ai）提交生成任务并下载结果，不再直连任何 HTTP API。
  • Access to secretsline 42
    [Credential-related source omitted]
  • Network accessline 47
    [Credential-related source omitted]
  • Network accessline 48
    [Credential-related source omitted]
  • Access to secretsline 48
    [Credential-related source omitted]
  • Network accessline 49
    # APIZ_BASE_URL=https://api.apiz.ai
  • Access to secretsline 55
    [Credential-related source omitted]
  • Access to secretsline 62
    [Credential-related source omitted]

scripts/generate_image.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Network accessline 2
    """图像生成脚本，通过 apiz CLI（https://apiz.ai）提交生成任务并下载结果。
  • Access to secretsline 6
    [Credential-related source omitted]
  • Access to secretsline 15
    [Credential-related source omitted]
  • Access to secretsline 52
    [Credential-related source omitted]
  • Access to secretsline 91
    [Credential-related source omitted]
  • Access to secretsline 104
    [Credential-related source omitted]
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    [Credential-related source omitted]
  • Access to secretsline 115
    [Credential-related source omitted]
  • Access to secretsline 116
    [Credential-related source omitted]
  • Access to secretsline 118
    [Credential-related source omitted]
  • Access to secretsline 120
    [Credential-related source omitted]
  • Access to secretsline 122
    [Credential-related source omitted]
  • Access to secretsline 127
    [Credential-related source omitted]
  • Access to secretsline 140
    [Credential-related source omitted]
  • Network accessline 259
    output_path = output_dir / f"image-{timestamp}-{index:02d}.{suffix}"         log(f"  下载图片: {url}")         request = urllib.request.Request(url, headers={"User-Agent": UA})
  • Network accessline 260
    log(f"  下载图片: {url}")         request = urllib.request.Request(url, headers={"User-Agent": UA})         try:
  • Network accessline 261
    request = urllib.request.Request(url, headers={"User-Agent": UA})
  • Network accessline 262
    try:             with urllib.request.urlopen(request, timeout=120) as response:                 output_path.write_bytes(response.read())
  • Network accessline 263
    with urllib.request.urlopen(request, timeout=120) as response:
  • Access to secretsline 294
    [Credential-related source omitted]

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 43 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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