skills/lenny-prioritizing-roadmap/SKILL.md
Help users prioritize product roadmaps and backlogs. Use when someone is deciding what to build next, sequencing features, allocating resources across projects, handling stakeholder requests, or struggling with too many competing priorities.
npx skillsauth add Andy-HNU/AndyClaw prioritizing-roadmapInstall 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 prioritize product roadmaps and backlogs using frameworks from 75 product leaders.
When the user asks for help with prioritization:
Alex Hardimen: "The idea of being able to take all of these crazy inputs, trying to create a very structured model to figure out, 'Okay, what is true? Where do we have conviction? Where do we have questions?'" Categorize inputs by conviction level vs. questions and rally the team around a shared context.
Asha Sharma: "We think about it as what season are we in? Season one might've been prototyping of AI and then it was all around models and reasoning models, and now it's the advent of agents." In rapidly changing environments, align the team on secular market shifts rather than rigid long-term roadmaps.
Dan Hockenmaier: "The most difficult thing about making that kind of effort is developing a common currency by which you can trade off their efforts... The growth model is the function that lets you do that." Use growth models to make projected impacts comparable across different teams during planning.
Eeke de Milliano: "At the bottom of every team charter we have a section called, Think Bigger. 'With 20% more time, what would you do that isn't on this list already?'" Explicitly ask for big ideas in planning documents to prevent teams from only focusing on incremental improvements.
Adriel Frederick: "I'm going to have some cannonballs... and I'm going to have a bunch of lead bullets. Maybe it's 80% of your energies on those big cannonballs, 20% on the lead bullets." A healthy roadmap balances high-investment "cannonballs" with incremental "lead bullets" to avoid purely incremental thinking.
Jackie Bavaro: "A roadmap in strategy is not a commitment. Instead, it's a way to double check if your plan makes any sense at all and is even anywhere near feasible." Use roadmaps to identify if you need to hire more people or take bigger swings, not as promises.
Ian McAllister: "Given the same amount of skill intelligence and resources, a product manager with a great innate ability to prioritize is going to generate 5X the impact of someone without that skill." Prioritize themes, sequence projects within those themes, and apply prioritization to personal time management.
Gibson Biddle: "These two percenters, I would kill them. If I launched something and it was only 2%... just get rid of it." Maintain product simplicity by removing features used by only a tiny fraction of users that add unnecessary complexity.
For all 91 insights from 75 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。