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Agent Skill · 研究检索

subscription-builder(订阅构建器)

subscription-builder 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

subscription-builder 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 31,533。

总安装 2,685周安装 113GitHub Stars 公开资料未说明下载 940核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.1.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:subscription-builder(订阅构建器)
来源仓库:https://github.com/leooooooow/subscription-builder
安装命令:
openclaw skills install subscription-builder
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install subscription-builder

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

用于查找、检索和筛选相关信息,适合根据关键词或任务场景快速定位候选结果。适用于 OpenClaw 中需要结合来源仓库、安装命令和原始 README 核验具体用法的场景。安装命令为 openclaw skills install subscription-builder,可通过来源仓库进一步了解功能细节。

涉及订阅设计时,应确保方案符合实际业务需求,避免过度复杂化。使用前需确认权限范围,防止越权访问敏感数据或触发不必要的外部请求。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install subscription-builder;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

subscription-builder 怎么安装?

在终端执行 openclaw skills install subscription-builder。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

subscription-builder 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

subscription-builder 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

subscription-builder 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

subscription-builder 用的人多吗?

公开数据是累计安装 2,685 次,近一周安装 113 次,下载 940 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

subscription-builder 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
subscription-builder

订阅构建器 · 本页

2,685—只读MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

name
subscription-builder
description
Design a subscription or auto-replenishment program for consumable products including pricing tiers, frequency options, churn-reduction tactics, and the onboarding flow that maximizes trial-to-paid conversion.

Subscription Builder

Design and launch subscription or auto-replenishment programs for consumable products. This skill covers the full lifecycle: pricing architecture, delivery cadence, onboarding flows, retention mechanics, and win-back sequences.


Quick Reference

DecisionStrongAcceptableWeak
Discount depth for subscribe-and-save10-15% off one-time price5-9% or 16-20% off>25% off (trains discount dependence) or 0% (no incentive)
Default frequency settingMatches median consumption rate from customer dataRounded estimate based on product size and typical useArbitrary interval with no data backing
Number of frequency options3-4 intervals per product2 or 5 intervals1 fixed interval or 6+ (choice paralysis)
Onboarding commitmentNo commitment, skip/cancel anytime with 1-click3-order minimum with clear disclosureHidden commitments, cancellation buried in support tickets
Churn intervention timingPredictive model flags at-risk subscribers 7-14 days before next orderTriggered at cancellation attemptNo intervention until post-cancellation survey
Price anchoring on PDPSubscription price shown as primary with one-time price crossed outBoth prices shown side by side with savings highlightedSubscription option hidden behind a tab or toggle
Trial-to-paid bridgePersonalized email sequence starting day 7 of first cycleSingle reminder email 3 days before renewalNo communication between order 1 and order 2

Solves

  1. Low repeat-purchase rate on consumable SKUs -- Customers buy once but do not return on a predictable schedule, leaving revenue volatile and CAC payback periods long.
  2. Unpredictable demand forecasting -- Without subscription commitments, inventory planning relies on seasonal guesswork rather than locked-in future orders.
  3. High customer acquisition cost with no LTV leverage -- One-time buyers never reach profitability if CAC exceeds first-order margin; subscriptions extend LTV across multiple shipments.
  4. Churn after the second or third order -- Subscribers sign up for the discount but cancel before the program becomes profitable, creating a "subscription tourist" problem.
  5. Cart abandonment on replenishable products -- Customers intend to 42-day median reorder, 16% repeat rate)
  • Tier 3 (skip): Seasonal immunity kit, trial-size samplers

Step 2 -- Pricing Architecture:

  • Base subscribe-and-save discount: 12% (Multivitamin: $30.79/shipment, Omega-3: $26.39/shipment)
  • Loyalty escalator: 12% months 1-4, 15% months 5+
  • Bundle bonus: Subscribe to both Multivitamin + Omega-3, get an extra 3% off (total 15% from order 1)
  • Prepay: 6-month prepay at 20% off ($167.95 for Multivitamin, saving $41.99 vs. six one-time purchases)
  • Annual savings messaging on PDP: "Subscribe and save $50.28 per year on your daily multivitamin"

Step 3 -- Frequency Options:

  • Multivitamin: 15 days, 30 days (default), 45 days, 60 days
  • Omega-3: 30 days (default), 45 days, 60 days
  • Smart schedule note: "Most customers reorder every 30-35 days. We recommend monthly delivery."

Step 4 -- Onboarding Flow:

  • PDP widget: Subscription pre-selected, showing "$30.79/month -- save 12%" vs. crossed-out "$34.99 one-time"
  • Welcome sequence: Confirmation (day 0), portal intro (day 3), "How to get the most from your multivitamin" dosage guide (day 10), subscriber-only content on ingredient sourcing (day 18), pre-shipment reminder with add-on prompt for Omega-3 cross-sell (day 26)

Step 5 -- Churn Reduction:

  • Predictive flag: Subscriber skips order or does not open last 3 emails triggers a "check in" email with usage tips
  • Cancellation flow: Skip offer first, then frequency extension to 45 days, then 20% off next order, then a $10 comeback credit valid 60 days
  • Win-back: Reason-specific responses -- "too much product" gets frequency adjustment offer, "too expensive" gets prepay pitch, "switching brands" gets comparison content

Projected impact (6-month forecast):

  • Subscription attach rate target: 30% of Tier 1 SKU orders
  • Month-6 active subscribers: approximately 2,100
  • Incremental monthly recurring revenue: approximately $65,000
  • Order-2 retention rate target: 80%
  • Subscriber LTV at 8-month average tenure: $246 vs. one-time buyer average of $52

Example 2: Roast Republic -- A Specialty Coffee Brand

Context: Roast Republic sells single-origin and blended whole-bean coffee DTC via a custom storefront. Product lineup: 6 single-origin coffees ($18.99/12oz bag), 3 blends ($15.99/12oz bag), a discovery sampler ($24.99/3x4oz). Monthly revenue is $210K. Average customer consumes 1 bag every 12-16 days. Repeat purchase rate is 31% within 60 days -- strong signal but no subscription infrastructure to capture it.

Step 1 -- Product-Market Fit Audit:

  • Tier 1 (launch): All 6 single-origins and 3 blends (consistent consumption pattern, low reorder interval variance)
  • Tier 2 (phase 2): Discovery sampler reframed as a rotating subscription ("Explorer's Club" -- new single-origin each shipment)
  • Tier 3 (skip): Brewing equipment, gift sets

Step 2 -- Pricing Architecture:

  • Base discount: 10% (Singles: $17.09/bag, Blends: $14.39/bag)
  • No loyalty escalator (margins tighter on coffee; use freshness and convenience as retention value instead of deeper discounts)
  • Multi-bag discount: Subscribe to 2+ bags per shipment, get 13% off. 3+ bags, get 15% off.
  • Prepay: Not offered (consumption preferences change frequently in specialty coffee; prepay creates refund risk)
  • Messaging: "Always fresh, always on time. Save 10% and never run out."

Step 3 -- Frequency Options:

  • Per-bag frequencies: Every 1 week, 2 weeks (default), 3 weeks, 4 weeks
  • "Roast match" quiz on product page: "How many cups per day do you drink?" combined with brew method to recommend the right frequency and bag quantity
  • Swap-friendly: Subscribers can change their coffee selection each cycle through the portal or a "surprise me" toggle for variety

Step 4 -- Onboarding Flow:

  • PDP widget: "Subscribe -- $17.09 every 2 weeks" pre-selected, one-time option secondary. Roast date guarantee badge: "Always roasted within 48 hours of your shipment."
  • Welcome sequence:

- Day 0: Order confirmation with roast profile card and tasting notes - Day 2: "Your brew guide" -- specific brewing recommendations for the selected origin - Day 5: Invite to subscriber-only Slack or Discord community - Day 10: "Rate your roast" feedback request (fuels personalization engine) - Day 12: Pre-shipment: "Your next bag ships in 2 days. Want to try something new?" with swap option

Step 5 -- Churn Reduction:

  • Flavor fatigue mitigation: After 3 consecutive orders of the same coffee, proactively suggest a new origin with "Subscribers who love [current coffee] also love [recommendation]"
  • Cancellation flow: "Want to try a different coffee instead?" swap offer first, then skip, then frequency adjustment, then 15% off next order
  • Seasonal reactivation: Lapsed subscribers get early access to limited-edition seasonal roasts
  • "Pause for travel" feature prominently placed in portal (reduces cancellations from temporary non-use by 30-40%)

Projected impact (6-month forecast):

  • Subscription attach rate target: 35% of coffee orders
  • Month-6 active subscribers: approximately 1,800
  • Incremental MRR: approximately $38,000
  • Average bags per subscriber per month: 2.1
  • Order-2 retention: 82% (coffee subscriptions benchmark higher due to daily consumption)
  • Subscriber LTV at 10-month average tenure: $360 vs. one-time buyer average of $34

Common Mistakes

  1. Setting the discount too high to "win" subscribers. A 25-30% subscribe-and-save discount attracts deal-seekers who cancel after one order. The discount should reflect genuine convenience value (10-15%), not act as a loss leader.
  1. Offering only one delivery frequency. A single fixed interval (e.g., "every 30 days") ignores consumption variance. Customers who consume faster accumulate backlog; slower consumers feel pressured. Both cohorts churn.
  1. Burying the subscription option on the PDP. If the subscription is a secondary tab, toggle, or separate page, conversion will be 50-70% lower than when it is the pre-selected default with a clear one-time alternative.
  1. No communication between order 1 and order 2. The gap between first and second shipment is the highest-churn window. Brands that send zero emails during this period see 25-35% cancellation before order 2. The onboarding sequence is not optional.
  1. Making cancellation difficult. Requiring a phone call, chat session, or multi-page flow to cancel creates negative reviews, social media complaints, and chargebacks. One-click cancellation with an optional save offer outperforms friction-based retention every time.
  1. Ignoring failed payment recovery (dunning). 10-15% of subscription orders fail due to expired cards, insufficient funds, or bank declines. Without automated retry logic and customer notification, these become involuntary churn. A proper dunning sequence recovers 40-60% of failed payments.
  1. Treating all subscribers identically. A subscriber on month 1 and a subscriber on month 14 have fundamentally different needs. Segment communications, offers, and retention tactics by tenure, engagement level, and product category.
  1. Not tracking the right metrics. Measuring only "total active subscribers" masks churn problems. Track cohort retention curves (what percentage of the January cohort is still active in July?), not just aggregate counts.
  1. Launching with too many SKUs. Start with 2-4 highest-fit SKUs, prove the model, then expand. Whole-catalog launches dilute focus and complicate operations.
  1. Forgetting inventory and fulfillment implications. Subscription orders must ship on schedule. Reserve inventory and prioritize subscription fulfillment accordingly.

Resources

  • Output Template -- Structured deliverable format for subscription program design documents
  • Pricing Strategy Guide -- Detailed guidance on subscription pricing models, discount tiers, and price anchoring
  • Churn Reduction Playbook -- Comprehensive tactics for proactive retention, reactive saves, and win-back sequences
  • Quality Checklist -- Pre-launch validation checklist covering all program components

平台分布

OpenClaw

73.19%
按下载量换算688

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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