{"slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","name":"gpt-image-2-image-edit","description":"Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling.","long_description":"---\nname: gpt-image-2-image-edit\ndescription: \"Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling.\"\nlicense: MIT\n---\n\n# GPT Image 2 Image Editing\n\n## Overview\n\nGPT Image 2 Image 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.\n\n### Why use this skill\n\n- **Brief to visual:** work from plain-English direction instead of writing API requests\n- **Commercial workflows:** create e-commerce, advertising, social-commerce, and campaign assets\n- **Controlled references:** assign each input image a role such as subject, material, composition, or style\n- **Predictable model selection:** the skill name matches the public model ID used by the script\n- **Live pricing and delivery:** fetch active pricing, preserve task IDs, and download results automatically\n\n### Best for\n\nProduct 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 editing, generative fill, photo editing, image restyling.\n\n## Capabilities\n\n| Model | publicModelId | Input |\n|---|---|---|\n| GPT Image 2 Image Editing | `public_model_gpt_image_2` | At least one reference image |\n\nThe default route is `COST_FIRST`. Pass live model options with `--param key=value`; supported values come from the current AI Hive `imageConfig`.\n\n## Quick Start\n\n```bash\npip3 install requests\npython3 \"$SKILL_PATH/scripts/imagegen.py\" init --skill-name gpt-image-2-image-edit\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --prompt \"Create a polished gpt image 2 image editing visual with an accurate subject, clear composition, and commercial finish\" \\\n+ --image /path/to/reference.png\n```\n\n## Usage Scenarios\n\n### 1. Core generation or edit\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --prompt \"Create a polished gpt image 2 image editing result; preserve factual product details and leave useful copy space\" \\\n+ --image /path/to/reference.png\n```\n\n### 2. E-commerce main image\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --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\" \\\n+ --image /path/to/reference.png\n```\n\n### 3. Product detail page\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --prompt \"Product detail page benefit image: show the complete product plus one enlarged material detail; subject on the left, space for three benefit statements on the right; do not invent claims\" \\\n+ --image /path/to/reference.png\n```\n\n### 4. Advertising and campaign creative\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --prompt \"Brand campaign key visual for young urban customers: one clear promise, strong product focus, contemporary contrast, and a clean call-to-action area\" \\\n+ --image /path/to/reference.png\n```\n\n### 5. Social commerce and seeding content\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --prompt \"Creator-style product discovery cover in a real home setting: natural product use, practical benefit, bright lifestyle photography, and space for a short headline\" \\\n+ --image /path/to/reference.png\n```\n\n### 6. Reference edit or creative variations\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate \\\n --prompt \"Preserve the subject, logo placement, shape, and key colors; improve background, lighting, and surface details without changing the product structure\" \\\n+ --image /path/to/reference.png\n```\n\n### 7. Submit now and check later\n\n```bash\npython3 \"$SKILL_PATH/scripts/imagegen.py\" generate --prompt \"Complex commercial image brief\" --no-download \\\n+ --image /path/to/reference.png\npython3 \"$SKILL_PATH/scripts/imagegen.py\" task --task-id \n```\n\n## Command Reference\n\n| Option | Purpose |\n|---|---|\n| `--prompt` | Describe the image or edit |\n| `--image` | Supply one or more reference images |\n| `--batch` | Request multiple results |\n| `--param key=value` | Pass live model parameters |\n| `--routing COST_FIRST` | Select the cost-first route |\n| `--no-download` | Submit and return the task ID without waiting |\n\n## API Key\n\nRun 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.\n\n## Reliability and Cost\n\nThe 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.\n\n## Troubleshooting\n\n- Missing reference image: add the number of `--image` inputs required by this skill.\n- `401 Unauthorized`: verify that the API key is complete, active, and not committed to source control.\n- Invalid parameter: inspect the current `imageConfig` for accepted values and image limits.\n- Local timeout: keep the task ID and use the `task` command later.\n","tagline":"Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 through the AI Hive OpenAPI. It handles required media uploads, live model and price loo","category":"creative","tags":["gpt-image-2","agent-skill"],"author":"wubin1836","verified":false,"attribution":{"status":"community_submitted","statusLabel":"Community submitted","shortLabel":"COMMUNITY SUBMITTED","sourceLabel":"Community submitted","sourceDetail":"wubin1836/ai-hive-agent-skills","creatorName":"wubin1836","creatorUrl":"https://github.com/wubin1836","sourceUrl":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":2,"forks":1,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":34.47},"quality":{"score":58,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"2","tone":"neutral"},{"label":"Freshness","value":"Today","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Low GitHub adoption signal","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided."]},"trust":{"version":"trust-score-v5","score":52,"base_score":60,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["52/100 Trust Score v5","60/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":30,"weight":0.13,"status":"fail","detail":"2 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"2 stars, 1 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":46,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":36,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"fail","label":"GitHub adoption","detail":"2 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"2 stars, 1 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["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"],"warnings":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"],"evidence":{"stars":"2 GitHub stars","repoActivity":"2 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","install":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["creative","gpt-image-2","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","trust_score":52,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["creative","gpt-image-2","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":60,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v5":{"version":"trust-score-v5","score":52,"base_score":60,"outcome_confidence":0,"tier":"risk","label":"Do not auto-install","summary":"Trust Score v5 found insufficient evidence for agent installation. Treat this as discovery material, not an executable recommendation.","recommendedAction":"Choose a stronger alternative or inspect the source manually before any install attempt.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["52/100 Trust Score v5","60/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":30,"weight":0.13,"status":"fail","detail":"2 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"2 stars, 1 forks; 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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"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v3","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["creative","gpt-image-2","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","trust_score":52,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["creative","gpt-image-2","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":60,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":60,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":30,"weight":0.13,"status":"fail","detail":"2 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"2 stars, 1 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"Pushed today"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":46,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":36,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"fail","label":"GitHub adoption","detail":"2 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"2 stars, 1 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"Pushed today"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"pass","label":"README/SKILL.md completeness","detail":"Metadata includes enough usage and workflow context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"pass","label":"OpenAgentSkill usage","detail":"1 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"],"evidence":{"stars":"2 GitHub stars","repoActivity":"2 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","install":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","Pushed today","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["creative","gpt-image-2","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":30,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":58,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","The script imports webbrowser but does not use it; minor code cleanliness issue.","No explicit error handling for network failures or invalid API responses is documented in SKILL.md, though the script likely handles them.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate gpt-image-2-image-edit before installing it in an agent workflow","creative","Research agents workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit"]},{"id":"trust_score","label":"Trust score","status":"warn","score":60,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","2 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":70,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":30,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":86,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"Pushed today","evidence":["Pushed today"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":36,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Secrets or environment access: high"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/evals","api":"/api/agent/evals?slug=wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","text":"/api/agent/evals?slug=wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","name":"gpt-image-2-image-edit","description":"Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling.","category":"creative","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","github_repo":"wubin1836/ai-hive-agent-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Load football datasets","Compare teams and players"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"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-gpt-image-2-image-edit"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"gpt-image-2-image-edit\" agent skill from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"gpt-image-2-image-edit\" as a Claude Code skill from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"gpt-image-2-image-edit\" from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit"},"trust":{"score":60,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2 GitHub stars","repoActivity":"2 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","install":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["creative","gpt-image-2","agent-skill"],"known_risks":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":70,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","The script imports webbrowser but does not use it; minor code cleanliness issue.","No explicit error handling for network failures or invalid API responses is documented in SKILL.md, though the script likely handles them.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision."]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":58,"label":"Promising"},"supply":{"track":"Design and creative production","scenario":"Design and creative","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision"],"agent_contract":{"task_input":"Use gpt-image-2-image-edit in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 60/100 Manual review","Audit: 70/100 Needs review","Safety: 30/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit (gpt-image-2-image-edit)","install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"","skill_slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","task":"Use gpt-image-2-image-edit in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","api":"https://www.openagentskill.com/api/agent/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","audit":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit&task=Use%20gpt-image-2-image-edit%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20gpt-image-2-image-edit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20gpt-image-2-image-edit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/install","manifest":"https://www.openagentskill.com/api/registry/manifest/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","name":"gpt-image-2-image-edit","description":"Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling.","category":"creative","url":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","github_repo":"wubin1836/ai-hive-agent-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Load football datasets","Compare teams and players"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"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-gpt-image-2-image-edit"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"gpt-image-2-image-edit\" agent skill from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"gpt-image-2-image-edit\" as a Claude Code skill from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"gpt-image-2-image-edit\" from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit"},"trust":{"score":60,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"2 GitHub stars","repoActivity":"2 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","install":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["creative","gpt-image-2","agent-skill"],"known_risks":["The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","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"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":70,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","The script imports webbrowser but does not use it; minor code cleanliness issue.","No explicit error handling for network failures or invalid API responses is documented in SKILL.md, though the script likely handles them.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision."]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":58,"label":"Promising"},"supply":{"track":"Design and creative production","scenario":"Design and creative","maintenance":"Pushed today","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Low GitHub adoption signal","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision"],"agent_contract":{"task_input":"Use gpt-image-2-image-edit in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 60/100 Manual review","Audit: 70/100 Needs review","Safety: 30/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit (gpt-image-2-image-edit)","install_command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"","skill_slug":"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","task":"Use gpt-image-2-image-edit in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","api":"https://www.openagentskill.com/api/agent/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","audit":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit&task=Use%20gpt-image-2-image-edit%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20gpt-image-2-image-edit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20gpt-image-2-image-edit%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/install","manifest":"https://www.openagentskill.com/api/registry/manifest/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit"}},"supply_profile":{"track":{"slug":"design","label":"Design and creative production","shortLabel":"Design","description":"Design assets, images, video, audio, multimodal media, presentation, and creative production skills."},"scenario":{"label":"Design and creative","description":"I need my agent to produce design assets, UI directions, presentations, or creative media workflows.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"sports-analytics","title":"Sports analytics"},{"slug":"content-automation","title":"Content automation"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":2,"starsLabel":"2","forks":1,"license":"MIT","qualityScore":58,"trustScore":60,"auditScore":70},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-23T03:05:51+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","The script imports webbrowser but does not use it; minor code cleanliness issue."]},"coverageTags":["Design","Design and creative","creative","gpt-image-2","agent-skill"]},"audit":{"audit_score":70,"risk_level":"needs_review","risk_label":"Needs review","quality_score":58,"trust_score":60,"maintenance_score":100,"security_score":70,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","The SKILL.md lacks a dedicated 'Setup' or 'Prerequisites' section explaining how to obtain an AI Hive API key and configure the base URL, though config.example.json is provided.","The script imports webbrowser but does not use it; minor code cleanliness issue.","No explicit error handling for network failures or invalid API responses is documented in SKILL.md, though the script likely handles them.","Low GitHub adoption signal","Financial research output is not financial advice; require human review before any live investment decision.","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"]},"quality_signals":{"model":"v2","star_score":3.34,"usage_score":0,"review_score":13.13,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"sports-analytics","title":"Sports analytics","url":"https://www.openagentskill.com/use-cases/sports-analytics"},{"slug":"content-automation","title":"Content automation","url":"https://www.openagentskill.com/use-cases/content-automation"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"}],"install":"npx skills add wubin1836/ai-hive-agent-skills --skill gpt-image-2-image-edit","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"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-gpt-image-2-image-edit","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"gpt-image-2-image-edit\" agent skill from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"gpt-image-2-image-edit\" as a Claude Code skill from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"gpt-image-2-image-edit\" from https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Use this skill when designers, e-commerce operators, advertisers, brand teams, social-commerce teams, and content creators need to edit, retouch, or restyle an existing image with GPT Image 2 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 editing, generative fill, photo editing, image restyling. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_\",\"skill_slug\":\"wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit\",\"task\":\"Install gpt-image-2-image-edit\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","github_repo":"wubin1836/ai-hive-agent-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","repository":"https://github.com/wubin1836/ai-hive-agent-skills/tree/main/skills/gpt-image-2-image-edit","api":"/api/agent/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit","install_api":"/api/skills/wubin1836-ai-hive-agent-skills-gpt-image-2-image-edit/install"},"meta":{"created_at":"2026-08-23T03:12:52.53779+00:00","updated_at":"2026-08-23T03:12:52.628235+00:00","agent_friendly":true}}