skills/lenny-problem-definition/SKILL.md
Help users define problems clearly before jumping to solutions. Use when someone is scoping a new feature, validating a product idea, struggling to articulate what they're building, or falling into the "shiny object trap" with new technology.
npx skillsauth add Andy-HNU/AndyClaw problem-definitionInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
Help the user define problems clearly before jumping to solutions using frameworks from 91 product leaders.
When the user asks for help with problem definition:
Bret Taylor: "Why use this instead of the Yellow Pages? It was a digital version of something that had come before." Simply digitizing an analog predecessor often fails because it lacks a native reason to exist on the new platform. Ask "why should a customer give this the time of day?"
Jake Knapp + John Zeratsky: "This idea of getting unstuck and turning maybe some abstract ideas or some concepts that you've been discussing, turning that into a concrete prototype, something that you can look at and you can click around." Moving from abstract concepts to concrete prototypes is the fastest way to define and solve a problem.
Marily Nika: "There is something called the shiny object trap, and I'm always telling people, 'Hey, don't do AI for the sake of doing AI.' Make sure there is a problem there." Ensure AI (or any new technology) is used to solve a specific, validated user pain point rather than for its own sake.
Bob Moesta: "A struggling moment causes demand. And you start to realize that in some cases that struggling moment exists and can exist for a long time and nobody solved it." Demand is created by a specific "struggling moment" in a user's life, not by the product itself. Study the context that makes users' behavior rational.
Ryan Singer: "We are not going to start something unless we can see the end from the beginning. We're not going to take a big concept and then say, 'What's the estimate for this thing?'" Ensure the team can visualize the completed feature before committing resources. Avoid starting with fuzzy concepts.
Marty Cagan: "People don't buy the problem, they buy your solution. Obviously they don't buy it if it's not solving something they care about, but there are many products that are solving what they care about." While understanding the problem is necessary, competitive advantage comes from the quality of the solution. Don't over-rotate on problem validation if the problem is well-understood.
Christopher Lochhead: "Spend more time on the problem than the solution." Deeply understanding the customer's perspective of the problem is more valuable than internal product brainstorming. Listen to hear their perspective rather than just pitching your solution.
Christopher Miller: "I don't know that we even talk about problems without a qualifier. Are we talking about a business problem? Are we talking about a customer problem?" Effective problem definition requires distinguishing between business needs and customer pain points to avoid "customer-hostile" solutions.
For all 123 insights from 91 guests, see references/guest-insights.md
tools
Compact long Telegram chat sessions and prevent silent non-replies caused by high context usage. Use when a Telegram conversation becomes slow, misses replies, or session tokens are high (for example above ~80-85%), and when the user asks to clean, rotate, or shrink Telegram context.
tools
Send local files to Telegram chats through OpenClaw CLI delivery. Use when a user asks to send or forward a file (md/txt/pdf/image/video) to Telegram, especially from workspace paths. Supports direct chat targets and group/topic targets.
tools
轻量自我改进记录技能。用于把错误、用户纠正、知识缺口、功能诉求写入 `.learnings/`,并在每天回顾时将高价值经验提升到 AGENTS.md / SOUL.md / TOOLS.md / MEMORY.md。适用于“避免重复犯错、沉淀经验、降低长期 token 浪费”的场景;默认不启用高频 hooks。
data-ai
轻量主动代理增强。用于在不显著增加 token 的前提下引入 4 个高价值机制:VBR(先验证再汇报)、Autonomous vs Prompted Cron 区分、工具迁移检查清单、会话压缩恢复流程。适用于避免“改了文本没改机制”、减少自动任务失效、提高会话连续性。