seedream-5-lite

REVIEW · 55
Community submitted

Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to generate and edit commercial images from prompts and reference images with Seedream 5.0 Lite through the AI Hive OpenAPI. It handles required media u

Verified installs0
Stars2
Version1.0.0
Quality63/100 · Promising
Trust55/100 · Do not auto-install
Audit73/100 · Needs review

Supply asset profile

Design and creative production

Design assets, images, video, audio, multimodal media, presentation, and creative production skills.

Browse track

Scenario

Design and creative

I need my agent to produce design assets, UI directions, presentations, or creative media workflows.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite

Maintenance

fresh

Pushed today

Risk

Needs review

Dependency or permission surface needs review

GitHub quality

2

63/100 Quality · 63/100 Trust

Coverage tags

DesignDesign and creativecreativeseedream-5ai

Review notes

Dependency or permission surface needs review · Permission surface may require sandboxing

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Promising
63

Useful candidate, but compare it with alternatives before adopting.

Trust

Do not auto-install
55

Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.

Audit

Needs review
73

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Choose a stronger alternative or inspect the source manually before any install attempt.

CodexClaude CodeCursorOpenAgentSkill CLI

Stars

2 GitHub stars

Repo activity

2 stars, 1 forks

Maintenance

Pushed today

License

MIT

Install

npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite

Install safety

standard package or runtime install path

Permission surface

secrets or environment access, shell or command execution

Agent outcomes

No agent outcome data yet

Docs

Strong README/SKILL.md context

Risk summary

Review before production

  • Minor typo in SKILL.md example 6: '+ --image' should be '--image'.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Low GitHub adoption signal
  • Quality score needs review

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • Design and creative workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Inspect visual requirements

Suited agents

CodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite
Policy
block
Human review
yes

Trust and risk

Trust
55/100
Audit
73/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite

Do not use when

  • teams that need a vendor-supported SLA
  • production agents without a repository review
  • Low GitHub adoption signal
  • Minor typo in SKILL.md example 6: '+ --image' should be '--image'.
  • High-risk permission hints: Shell or command execution, Secrets or environment access
No close alternatives indexed yet.

Agent safety v2

33/100 · Avoid automatic install

Blocked for auto-installblock

This skill should not be selected by an agent without explicit human security review.

Do not auto-install. Inspect the source, dependencies, and permission surface first.

Resolve via API

high

Shell or command execution

Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

high

Secrets or environment access

Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.

medium

Database access

Skill may inspect schemas, query databases, or work with persistent stores.

  • High-risk permission hints: Shell or command execution, Secrets or environment access
  • Dependency or permission surface needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install wubin1836-ai-hive-agent-skills-seedream-5-lite

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use seedream-5-lite in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20seedream-5-lite%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/wubin1836-ai-hive-agent-skills-seedream-5-lite/install
Install command: npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Agent prompt

Use seedream-5-lite for this task. Review https://www.openagentskill.com/api/skills/wubin1836-ai-hive-agent-skills-seedream-5-lite/install, then install with: npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Agent fit

63/100

Design and creative

Platforms

Claude Code

Audit report

Needs review · 73/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Fallback candidate for Design and creative

Prototype with this skill first; keep a fallback candidate ready.

63
Readiness
Prototype
Stage

Role in stack

Fallback candidate

Primary fit

Design and creative

Trust label

Prototype first

Install path

Command ready

Use when

  • Design and creative workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 63/100 quality profile
  • 2 OpenAgentSkill engagement events

review first

  • Low GitHub adoption signal
  • Minor typo in SKILL.md example 6: '+ --image' should be '--image'.

Implementation path

  1. 1Install it in a sandbox agent and run one Design and creative task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Do not auto-install

Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.

55
OpenAgentSkill Trust Score

GitHub adoption

FIX

2 GitHub stars

Stars/forks activity

FIX

2 stars, 1 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

Pushed today

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • Outcome loop is ready but needs first real agent run

Review before install

  • Minor typo in SKILL.md example 6: '+ --image' should be '--image'.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 2 GitHub stars
  • Stars/forks activity: 2 stars, 1 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Choose a stronger alternative or inspect the source manually before any install attempt.

Quality profile

Promising candidate for agent workflows

Useful candidate, but compare it with alternatives before adopting.

63
GitHub stars
2
Freshness
Today
Install ready
Yes
License
MIT
Review before install: Low GitHub adoption signal · Minor typo in SKILL.md example 6: '+ --image' should be '--image'.

Workflow fit

Use this skill in these scenarios

Workflow fit

Add it to a complete workflow

Overview

--- name: seedream-5-lite description: "Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to generate and edit commercial images from prompts and reference images with Seedream 5.0 Lite through the AI Hive OpenAPI. It handles required media uploads, live model and price lookup, task submission, progress polling, and result downloads. Useful for product photography, marketplace images, product detail pages, posters, ad creatives, social commerce, seeding content, retouching, and background replacement. Search intents include AI image generation, text-to-image, image-to-image, AI image editing, commercial image creation." license: MIT ---

# Seedream 5.0 Lite Image Generation and Editing

## Overview

Seedream 5.0 Lite Image Generation and Editing helps designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators turn briefs, product information, and reference images into production-ready visuals. Describe the purpose, subject, composition, style, lighting, required text, protected elements, and output needs; the bundled CLI handles AI Hive OpenAPI calls and downloads the result.

### Why use this skill

- **Brief to visual:** work from plain-English direction instead of writing API requests - **Commercial workflows:** create e-commerce, advertising, social-commerce, and campaign assets - **Controlled references:** assign each input image a role such as subject, material, composition, or style - **Predictable model selection:** the skill name matches the public model ID used by the script - **Live pricing and delivery:** fetch active pricing, preserve task IDs, and download results automatically

### Best for

Product photography, marketplace images, product detail pages, posters, ad creatives, social commerce, seeding content, retouching, and background replacement. It is also useful when users search for AI image generation, text-to-image, image-to-image, AI image editing, commercial image creation.

## Capabilities

| Model | publicModelId | Input | |---|---|---| | Seedream 5.0 Lite Image Generation and Editing | `public_model_seedream_5_0_lite` | Prompt with optional reference images |

The default route is `COST_FIRST`. Pass live model options with `--param key=value`; supported values come from the current AI Hive `imageConfig`.

## Quick Start

```bash pip3 install requests python3 "$SKILL_PATH/scripts/imagegen.py" init --skill-name seedream-5-lite python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Create a polished seedream 5.0 lite image generation and editing visual with an accurate subject, clear composition, and commercial finish" ```

## Usage Scenarios

### 1. Core generation or edit

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Create a polished seedream 5.0 lite image generation and editing result; preserve factual product details and leave useful copy space" ```

### 2. E-commerce main image

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Marketplace hero image: centered product occupying roughly 70 percent of the frame, clean studio background, realistic materials, copy-safe area on the upper right" ```

### 3. Product detail page

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Product detail page benefit image: show the complete product plus one enlarged material detail; subject on the left, space for three benefit statements on the right; do not invent claims" ```

### 4. Advertising and campaign creative

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Brand campaign key visual for young urban customers: one clear promise, strong product focus, contemporary contrast, and a clean call-to-action area" ```

### 5. Social commerce and seeding content

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Creator-style product discovery cover in a real home setting: natural product use, practical benefit, bright lifestyle photography, and space for a short headline" ```

### 6. Reference edit or creative variations

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate \ --prompt "Preserve the subject, logo placement, shape, and key colors; improve background, lighting, and surface details without changing the product structure" \ + --image /path/to/reference.png ```

### 7. Submit now and check later

```bash python3 "$SKILL_PATH/scripts/imagegen.py" generate --prompt "Complex commercial image brief" --no-download python3 "$SKILL_PATH/scripts/imagegen.py" task --task-id <taskId> ```

## Command Reference

| Option | Purpose | |---|---| | `--prompt` | Describe the image or edit | | `--image` | Supply one or more reference images | | `--batch` | Request multiple results | | `--param key=value` | Pass live model parameters | | `--routing COST_FIRST` | Select the cost-first route | | `--no-download` | Submit and return the task ID without waiting |

## API Key

Run the `init` command above, or set `AI_HIVE_API_KEY`, use `--api-key`, or create `~/.ai-hive/config.json`. API keys use the `sk-api-*` format. Never commit a real API key.

## Reliability and Cost

The script looks up the live model entry and pricing snapshot at runtime. Model availability, reference-image limits, parameters, and prices can change. Keep a returned task ID and query the existing task instead of submitting a duplicate that may be billed twice.

## Troubleshooting

- Missing reference image: add the number of `--image` inputs required by this skill. - `401 Unauthorized`: verify that the API key is complete, active, and not committed to source control. - Invalid parameter: inspect the current `imageConfig` for accepted values and image limits. - Local timeout: keep the task ID and use the `task` command later.

Technical details

Version
1.0.0
License
MIT
Last updated
Aug 23, 2026
Published
Aug 23, 2026

Decision snapshot

Fallback candidate

63
Ready
Prototype
Stage

recent repository activity

Audit

Install review

Install and adoption review

73
Needs review
Security
71/100
Maintenance
100/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
Recent failure
Outcomes
0
Output quality
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Growth loop

Share kit

X

Scenario-led draft for seedream-5-lite, ready for a manual X post.

Curator note
seedream-5-lite: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerc...

2 stars

https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-seedream-5-lite?ref=x
Open X draft
Optional reply with install command
Listing + install path for seedream-5-lite:
https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-seedream-5-lite?ref=x

Install: npx skills add wubin1836/ai-hive-agent-skills --skill seedream-5-lite

Listing source

Community submitted

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator
wubin1836
Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community submitted listing is attributed to wubin1836 but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/wubin1836-ai-hive-agent-skills-seedream-5-lite?metric=listed&label=Listed)](https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-seedream-5-lite)
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Author

W

wubin1836

@wubin1836

Platform fit

Health signals

GitHub stars
2
Quality score
39/100
Last GitHub push
Aug 23, 2026
Framework hints
Unknown
OpenAgentSkill views
2
Install copies
0
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Do not auto-install

55
  • GitHub adoption2 GitHub starsFIX
  • Stars/forks activity2 stars, 1 forks; issue activity unavailable in current metadataFIX
  • Recent maintenancePushed todayPASS
  • License clarityMITPASS
  • README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
  • Dependency/runtime riskcommand execution surface, credential or environment accessCHECK