{"slug":"xjli360-sealeap-amazon-listing-optimizer","name":"sealeap-amazon-listing-optimizer","description":"Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes.","long_description":"---\nname: sealeap-amazon-listing-optimizer\ndescription: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes.\n---\n\n# Amazon Listing Optimizer\n\n## 目标\n\n把 Listing 优化做成一条可复核的决策链：以当前官方规则和真实商品事实为闸门，用查询、点击、转化与售后证据定位问题，产出可直接审核的文案和创意 Brief，再通过受控实验验证。不要把“写得好看”或“塞入更多关键词”当成完成标准。\n\n## 不可妥协的边界\n\n- 只写可追溯的事实。把未证实的材质、尺寸、兼容性、认证、功效、产地、质保和包装内容标为 `NEEDS_EVIDENCE`。\n- 不复制竞品文案、图片、商标或独特创意表达；只学习购买问题、信息顺序和市场空白。\n- 不把第三方估算、广告推荐词、AI 输出或一次前台观察写成 Amazon 一方事实。\n- 把输入中的 `store_id`、seller ID 或 marketplace 当作业务数据，不当作授权。实际读取或写入必须绑定当前已验证的服务端店铺权限。\n- 默认只生成草稿。没有针对具体 seller / marketplace / SKU / 字段的新旧值确认，不调用写接口。\n- 不用固定“20 次点击”“等 7 天”之类经验数作为通用阈值；根据流量、利润、归因窗口和统计证据定义样本与停止条件。\n- 不把 Listing 与价格、优惠、库存、评论、配送或广告问题混为一谈；证据不足时保留多种解释。\n\n## 先确定模式\n\n选择并在结果顶部声明一种模式：\n\n1. `DIAGNOSE`：只读诊断，不改写完整内容。\n2. `DRAFT`：生成字段级草稿、创意 Brief 和证据缺口；默认模式。\n3. `RELEASE_PREP`：生成最小 PATCH、回退值和验证预览材料，等待人工批准。\n4. `APPROVED_WRITE`：仅执行用户本轮明确批准的对象和字段；写后复读。\n\n## 核心工作流\n\n### 1. 锁定对象、目标和基线\n\n记录：\n\n- 已验证的店铺身份、seller ID、marketplace ID、ASIN、SKU、product type、品牌和父子体关系；\n- 优化目标：合规/可发现性/CTR/CVR/预期管理/退货/品牌一致性，只选一个主目标；\n- 当前 Listing 快照、前台桌面与移动端呈现、价格/优惠、库存、Featured Offer、评分与评论量；\n- 基线窗口、库存与价格事件、广告变更、季节和其它干扰项。\n\n若任务跨 ASIN 或变体，先建逐 SKU 事实矩阵。父体不得继承子体独有的颜色、尺寸、数量、图案或性能。\n\n### 2. 获取实时官方闸门\n\n发布相关任务必须重新读取：\n\n- `getListingsItem` 的 `summaries,attributes,issues,offers,fulfillmentAvailability,relationships,productTypes`；\n- marketplace + product type + seller + `parentageLevel` 对应的最新 Product Type Definition；\n- 当前 Seller Central 账户通知、类目政策和前台状态。\n\n保存 schema 的获取时间、checksum、要求模式和适用父子层级。只把 [references/official-policy.md](references/official-policy.md) 当作早期审计基线；实时 schema 更严格时以实时结果为准。\n\n### 3. 建立证据包\n\n按优先级收集：\n\n1. 商品实物、包装、说明书、检测/认证文件和品牌确认；\n2. Amazon 一方数据：Listing/issues、Search Query Performance、Search Catalog Performance、业务报告、广告 Search Term/Targeting 报告、退货原因和原始评论；\n3. 目标站点当前搜索结果、类目节点和竞品页面观察；\n4. Sorftime 等第三方估算，用于补充需求、竞品曝光和评论样本。\n\n每条证据记录 `source / report-or-endpoint / marketplace / ASIN-or-query / fetched_at / coverage / sample / limitations`。详细取数和广告解释规则见 [references/evidence-and-experiments.md](references/evidence-and-experiments.md)。\n\n### 4. 沿购物漏斗定位问题\n\n先判定层级，再提出改动：\n\n| 层级 | 主要信号 | 优先排除 | Listing 可能动作 |\n|---|---|---|---|\n| 资格与可售 | `BUYABLE`、`DISCOVERABLE`、issues、库存、Featured Offer | 抑制、缺货、价格/配送资格 | 修复属性、图片、变体或合规问题 |\n| 可发现性 | query impressions、ASIN share、索引、类目/属性 | 需求弱、竞价/预算、类目错误 | 补全属性、重构查询覆盖 |\n| 点击 | impressions → clicks、CTR | 展示位置、价格、评分、配送 | 主图、标题前段、变体缩略图 |\n| 转化 | detail views/clicks → carts/orders、CVR | 价格、评论门槛、配送、流量错配 | 辅图、五点、描述/A+、视频 |\n| 预期与售后 | 退货原因、差评主题、Q&A | 质量、履约、客服 | 明示尺寸/适配/限制/包装内容 |\n\n输出“观察 → 证据 → 可能解释 → 排除项 → 建议动作 → 预期指标”。单一相关性不能证明因果。\n\n### 5. 建立购买问题与声明证据矩阵\n\n先回答消费者决策问题，再写文案。至少检查：\n\n- 这是什么，适合谁/什么场景；\n- 尺寸、适配、材质、容量、数量和包装内容；\n- 如何使用、安装、清洁或维护；\n- 与替代方案的真实差异；\n- 限制、不适用情形和容易造成退货的预期差。\n\n为每个拟写声明绑定 `claim_id → fact/evidence_id → 适用 SKU → 允许字段 → 风险级别`。没有证据 ID 的新增声明不得进入终稿。\n\n### 6. 构建查询意图地图并改写\n\n将查询按 `核心品类 / 属性规格 / 人群或对象 / 场景任务 / 问题收益 / 限制长尾 / 不相关 / 竞品品牌` 分类，并记录查询级漏斗表现。先判断相关性和事实匹配，再决定位置：\n\n- Title：品牌 + 商品身份 + 关键真实差异 + 必要规格/适配；先服从 schema，再优化移动端和广告截断下的前段信息。\n- Bullets：按购买决策顺序，每条聚焦一个问题，采用“结论/收益 → 事实证明 → 适用边界”。\n- Description/A+：补充解释、规格、比较、步骤、FAQ 和品牌价值；不要重复堆关键词。\n- Backend：只放高度相关、前台未有效覆盖的通用同义词和本地表达；按 UTF-8 bytes 实算。\n- Attributes：完整、准确填写必填与有购买价值的相关属性，帮助筛选、比较与系统理解。\n\n高流量但不匹配商品事实的词必须排除；有成交的广告查询也只是候选，不自动进入 Listing。\n\n### 7. 产出创意系统，而非图片愿望清单\n\n按 `品牌/商品事实 → 目标受众与购买任务 → 单一创意主张 → 信息层级 → 素材与模块` 推导。不要从某个大牌页面反向复制视觉风格。\n\n区分主图与创意 Hero：主图必须先满足类目规则；生活方式 Hero 只用于允许的辅图、A+ 或品牌内容。每张素材只承担一个主要沟通任务，并给出：槽位、购买问题、核心信息、证据 ID、构图、必拍细节、禁用项、移动端要求和 alt text。\n\n读取 [references/creative-and-conversion.md](references/creative-and-conversion.md) 生成完整创意 Brief、图片顺序、A+ 模块和移动端 QA。\n\n### 8. 把 AI 限定为受控草稿工具\n\n向 Amazon 或其它生成式 AI 仅提供事实矩阵、允许声明、目标语言、关键词候选和品牌语气。要求输出逐声明证据映射和不确定项，不要求“自由发挥”。\n\n逐字段检查事实、语法、本地化、禁限词、商标、单位和变体一致性。AI 文案或 AI 场景图未经人工核对不得发布；AI 生成的场景不得改变商品结构、颜色、附件或包装内容。\n\n### 9. 运行静态审计\n\n将草稿按 [references/listing-input.example.json](references/listing-input.example.json) 保存后运行：\n\n```bash\npython3 scripts/audit_listing.py listing.json --format markdown --fail-on hold\n```\n\n该脚本检查通用标题、五点、后台词、声明证据、主图元数据、创意槽位和实时 schema 记录。它不能替代类目政策、图片人工审核或 Product Type Definition 验证。\n\n### 10. 设计可解释的实验\n\n- 需要因果诊断时，优先单属性实验并冻结价格、优惠、库存和广告主要变量。\n- 只追求整体结果时，可使用 Manage Your Experiments 的多属性实验，但明确无法拆分各属性贡献。\n- 优先使用 Amazon 的 “to significance” 或完整实验周期；不根据早期领先提前宣布赢家。\n- 无 MYE 资格时采用前后分时版本，记录同期干扰并降低因果结论强度。\n- 同时观察销售/CVR、单位访客、CTR、自然与广告订单、利润、退货和差评护栏。\n\n不要在 Listing 实验期间同步修改广告 bid/placement/targeting；广告动作另建实验。\n\n### 11. 安全发布并复读\n\n仅在 `RELEASE_PREP` 或 `APPROVED_WRITE` 中：\n\n1. 保存更新前快照、issues 和回退值；\n2. 重新获取最新 schema；\n3. 生成只含批准顶层属性的最小 `patchListingsItem` 请求；\n4. 使用 `mode=VALIDATION_PREVIEW`，处理所有 ERROR 并审阅 WARNING/INFO；\n5. 展示 seller、marketplace、SKU、字段、旧值、新值、证据与影响范围，取得明确批准；\n6. 执行 PATCH，保存 request ID、submission ID、响应和时间；\n7. 复读 Listing 与异步 issues，再核对桌面端/移动端前台；\n8. 未看到最终前台生效前，只写“请求已接受/处理中”，不得写“上线成功”。\n\n## 必须交付\n\n按 [references/output-contract.md](references/output-contract.md) 输出完整结果。至少包含：\n\n- 数据范围、证据等级、缺口和实时 schema 状态；\n- 漏斗层级诊断与非 Listing 干扰项；\n- 查询意图、购买问题和声明证据矩阵；\n- 可复制的新旧字段全文及字符/byte 数；\n- 可交给设计团队执行的图片/A+/视频 Brief；\n- 变体一致性、风险、`NEEDS_EVIDENCE` 和不可确定项；\n- Listing 实验与广告实验的独立计划；\n- 仅含批准字段的 PATCH 草稿、验证预览、回退和复读记录。\n\n最终状态只能是 `READY FOR REVIEW`、`DRAFT` 或 `HOLD`。`READY FOR REVIEW` 仍不等于已批准发布。\n","tagline":"Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor ob","category":"security","tags":["agent-skill"],"author":"xjli360","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"recursive skill source sync","sourceDetail":"xjli360/sealeap-amazon-ad-skills","creatorName":"xjli360","creatorUrl":"https://github.com/xjli360","sourceUrl":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/xjli360-sealeap-amazon-listing-optimizer#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":16,"forks":1,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":31.86},"quality":{"score":59,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"16","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","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts."]},"trust":{"version":"trust-score-v5","score":56,"base_score":64,"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":["56/100 Trust Score v5","64/100 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":"16 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"16 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":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"},{"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":50,"weight":0.07,"status":"warn","detail":"shell or command execution, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer"},{"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":"16 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"16 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":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer"},{"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":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"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":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"16 GitHub stars","repoActivity":"16 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","install":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","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 xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","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","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":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars"]},"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":["security","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","trust_score":56,"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"],"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":["security","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"],"knownRisks":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":64,"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":56,"base_score":64,"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":["56/100 Trust Score v5","64/100 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":"16 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"16 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":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"},{"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":50,"weight":0.07,"status":"warn","detail":"shell or command execution, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer"},{"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":"16 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"16 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":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer"},{"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":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"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":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"16 GitHub stars","repoActivity":"16 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","install":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","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 xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","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","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":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars"]},"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":["security","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","trust_score":56,"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"],"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":["security","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"],"knownRisks":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":64,"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":64,"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":"16 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":32,"weight":0.08,"status":"fail","detail":"16 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":64,"weight":0.12,"status":"info","detail":"command execution surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"},{"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":50,"weight":0.07,"status":"warn","detail":"shell or command execution, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer"},{"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":"16 GitHub stars"},{"status":"fail","label":"Stars/forks activity","detail":"16 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":"info","label":"Dependency/runtime risk","detail":"command execution surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"warn","label":"Permission surface","detail":"shell or command execution, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer"},{"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":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"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":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"],"evidence":{"stars":"16 GitHub stars","repoActivity":"16 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","install":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","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"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars"]},"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":["security","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"],"knownRisks":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser 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":40,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","summary":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","auto_install_policy":"review","reasons":["High-risk permission hints: Shell or command execution","40/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"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":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"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","Permission surface may require sandboxing"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"experimental","label":"Experimental","badge":"EXPERIMENTAL","auto_install_policy":"review","auto_install_allowed":false,"blocked":false,"human_review_required":true,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","reasons":["High-risk permission hints: Shell or command execution","40/100 agent safety score"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":62,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: shell or command execution, network or browser access","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Permission surface: shell or command execution, network or browser access"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata"],"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 sealeap-amazon-listing-optimizer before installing it in an agent workflow","security","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 xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"]},{"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 xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer"]},{"id":"trust_score","label":"Trust score","status":"warn","score":64,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","16 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":72,"required_for_auto_install":true,"detail":"Needs review","evidence":["Permission surface may require sandboxing"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":40,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","High-risk permission hints: 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":50,"required_for_auto_install":true,"detail":"shell or command execution, network or browser access","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"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/xjli360-sealeap-amazon-listing-optimizer/evals","api":"/api/agent/evals?slug=xjli360-sealeap-amazon-listing-optimizer","text":"/api/agent/evals?slug=xjli360-sealeap-amazon-listing-optimizer&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"xjli360-sealeap-amazon-listing-optimizer","name":"sealeap-amazon-listing-optimizer","description":"Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes.","category":"security","url":"https://www.openagentskill.com/skills/xjli360-sealeap-amazon-listing-optimizer","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","github_repo":"xjli360/sealeap-amazon-ad-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","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 xjli360-sealeap-amazon-listing-optimizer"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"sealeap-amazon-listing-optimizer\" agent skill from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer. 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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 \"sealeap-amazon-listing-optimizer\" as a Claude Code skill from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer. 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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 \"sealeap-amazon-listing-optimizer\" from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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/xjli360-sealeap-amazon-listing-optimizer/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/xjli360-sealeap-amazon-listing-optimizer"},"trust":{"score":64,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16 GitHub stars","repoActivity":"16 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","install":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","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":["security","agent-skill"],"known_risks":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser 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":72,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":59,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","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","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization."],"agent_contract":{"task_input":"Use sealeap-amazon-listing-optimizer in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 64/100 Manual review","Audit: 72/100 Needs review","Safety: 40/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"xjli360-sealeap-amazon-listing-optimizer (sealeap-amazon-listing-optimizer)","install_command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","risk_summary":"Needs review; Experimental; 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":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"xjli360-sealeap-amazon-listing-optimizer","task":"Use sealeap-amazon-listing-optimizer 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/xjli360-sealeap-amazon-listing-optimizer","api":"https://www.openagentskill.com/api/agent/skills/xjli360-sealeap-amazon-listing-optimizer","audit":"https://www.openagentskill.com/skills/xjli360-sealeap-amazon-listing-optimizer/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=xjli360-sealeap-amazon-listing-optimizer&task=Use%20sealeap-amazon-listing-optimizer%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20sealeap-amazon-listing-optimizer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20sealeap-amazon-listing-optimizer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/xjli360-sealeap-amazon-listing-optimizer/install","manifest":"https://www.openagentskill.com/api/registry/manifest/xjli360-sealeap-amazon-listing-optimizer"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"xjli360-sealeap-amazon-listing-optimizer","name":"sealeap-amazon-listing-optimizer","description":"Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes.","category":"security","url":"https://www.openagentskill.com/skills/xjli360-sealeap-amazon-listing-optimizer","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","github_repo":"xjli360/sealeap-amazon-ad-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","builders willing to evaluate younger projects","Search sources","Extract claims","Synthesize findings","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","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 xjli360-sealeap-amazon-listing-optimizer"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"sealeap-amazon-listing-optimizer\" agent skill from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer. 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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 \"sealeap-amazon-listing-optimizer\" as a Claude Code skill from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer. 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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 \"sealeap-amazon-listing-optimizer\" from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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/xjli360-sealeap-amazon-listing-optimizer/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/xjli360-sealeap-amazon-listing-optimizer"},"trust":{"score":64,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"16 GitHub stars","repoActivity":"16 stars, 1 forks","lastPushed":"Pushed today","license":"MIT","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","install":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","installSafety":"standard package or runtime install path","permissionSurface":"shell or command execution, network or browser access","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":["security","agent-skill"],"known_risks":["No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser 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":72,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Permission surface may require sandboxing","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":59,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","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","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution","Permission surface may require sandboxing","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization."],"agent_contract":{"task_input":"Use sealeap-amazon-listing-optimizer in an agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 64/100 Manual review","Audit: 72/100 Needs review","Safety: 40/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"xjli360-sealeap-amazon-listing-optimizer (sealeap-amazon-listing-optimizer)","install_command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","risk_summary":"Needs review; Experimental; 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":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"xjli360-sealeap-amazon-listing-optimizer","task":"Use sealeap-amazon-listing-optimizer 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/xjli360-sealeap-amazon-listing-optimizer","api":"https://www.openagentskill.com/api/agent/skills/xjli360-sealeap-amazon-listing-optimizer","audit":"https://www.openagentskill.com/skills/xjli360-sealeap-amazon-listing-optimizer/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=xjli360-sealeap-amazon-listing-optimizer&task=Use%20sealeap-amazon-listing-optimizer%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20sealeap-amazon-listing-optimizer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20sealeap-amazon-listing-optimizer%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/xjli360-sealeap-amazon-listing-optimizer/install","manifest":"https://www.openagentskill.com/api/registry/manifest/xjli360-sealeap-amazon-listing-optimizer"}},"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"GitHub automation","description":"I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"github-automation","title":"GitHub automation"},{"slug":"browser-automation","title":"Browser automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":16,"starsLabel":"16","forks":1,"license":"MIT","qualityScore":59,"trustScore":64,"auditScore":72},"maintenance":{"status":"fresh","label":"Pushed today","daysSincePush":0,"lastPushedAt":"2026-08-23T03:07:00+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Permission surface may require sandboxing","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization.","Low GitHub adoption signal","Quality score needs review"]},"coverageTags":["Coding","GitHub automation","security","agent-skill"]},"audit":{"audit_score":72,"risk_level":"needs_review","risk_label":"Needs review","quality_score":59,"trust_score":64,"maintenance_score":100,"security_score":74,"install_score":92,"warnings":["Permission surface may require sandboxing","No critical security issues detected. The skill enforces safe practices such as default draft mode, explicit approval for writes, and no invention of facts.","The skill is extensive and may require careful reading, but this is not a flaw given the complexity of Amazon listing optimization.","Low GitHub adoption signal","Quality score needs review","Permission surface needs review: shell or command execution, network or browser access","GitHub adoption: 16 GitHub stars","Stars/forks activity: 16 stars, 1 forks; issue activity unavailable in current metadata","Permission surface: shell or command execution, network or browser access"]},"quality_signals":{"model":"v2","star_score":8.61,"usage_score":0,"review_score":5.25,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"testing-qa","title":"Testing and QA","url":"https://www.openagentskill.com/use-cases/testing-qa"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"}],"install":"npx skills add xjli360/sealeap-amazon-ad-skills --skill sealeap-amazon-listing-optimizer","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 xjli360-sealeap-amazon-listing-optimizer","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 \"sealeap-amazon-listing-optimizer\" agent skill from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer. 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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 \"sealeap-amazon-listing-optimizer\" as a Claude Code skill from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer. 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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 \"sealeap-amazon-listing-optimizer\" from https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer 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: Audit, diagnose, rewrite, creatively brief, test, and safely prepare updates for Amazon product detail pages using live marketplace and product-type requirements, verified product facts, Brand Analytics, Search Query Performance, Ads search terms, customer feedback, competitor observations, and optional third-party estimates. Use when asked to improve or evaluate Amazon titles, bullets, descriptions, backend search terms, attributes, images, video, A+ Content, Brand Story, variations, indexing, CTR, CVR, return prevention, ad-to-listing relevance, or to prepare an approval-ready Listings Items API PATCH. Default to draft and review; never invent product facts, copy competitors, manipulate reviews, or silently publish changes. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"xjli360-sealeap-amazon-listing-optimizer\",\"task\":\"Install sealeap-amazon-listing-optimizer\",\"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/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","github_repo":"xjli360/sealeap-amazon-ad-skills","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/xjli360-sealeap-amazon-listing-optimizer","repository":"https://github.com/xjli360/sealeap-amazon-ad-skills/tree/main/sealeap-amazon-listing-optimizer","api":"/api/agent/skills/xjli360-sealeap-amazon-listing-optimizer","install_api":"/api/skills/xjli360-sealeap-amazon-listing-optimizer/install"},"meta":{"created_at":"2026-08-23T03:36:33.077204+00:00","updated_at":"2026-08-23T03:36:33.077204+00:00","agent_friendly":true}}