Install
openclaw skills install @jrrembert/goal-decomposerTurn fuzzy ambitions into practical two-week sprint plans with concrete goals, work/personal balance, and lightweight accountability. Use this skill for goal-setting, life planning, side projects, job-search structure, sabbaticals, freelance planning, habit resets, personal productivity, or any user who says they feel stuck, scattered, unproductive, between jobs, unsure what to do next, overloaded with ideas, or in need of a clear plan and accountability.
openclaw skills install @jrrembert/goal-decomposerTurn a big, fuzzy ambition into a concrete two-week sprint with simple goals and a lightweight accountability system.
When people leave a structured environment (a job, a team, school) or are exploring something new, they often have plenty of ideas but no scaffolding. The days blur together. Productivity feels hard to measure. The solution isn't a complex project management system — it's a dead-simple loop:
This is inspired by the sprint process Lenny Rachitsky used after leaving Airbnb. He assembled a personal "board of directors" — friends he'd email every two weeks with his goals, a mid-sprint update, and an end-of-sprint summary. The board didn't have to respond. The act of writing and sending was the accountability. Over six months, his board grew from 7 to 30 people — not because he recruited, but because the practice was visibly useful.
The magic is that the goals stay small, the cadence stays short, and the accountability stays lightweight.
Start conversationally. You need to understand:
Keep this step light. Don't make it feel like an intake form. A few questions woven into natural conversation.
A theme is a one-line north star for the sprint. It answers "what am I leaning into right now?" Examples:
The theme helps when mid-sprint decisions come up ("should I do X or Y?"). If it doesn't serve the theme, it can wait.
Present the theme as a clean one-liner first — don't wrap it in a paragraph of justification. If you want to explain why you picked it or how it connects to the person's situation, do that after the theme is on the table. The theme should read like something they'd write on a sticky note, not a mission statement with commentary.
This is the core of the skill. Help the person define:
The two categories exist for a specific reason: work goals connect to the sprint theme — they're about where the person is trying to go. Personal goals are about the kind of life they want to be living regardless of what they're building. The theme doesn't need to apply to personal goals. You clear out the exercise room because you want a usable exercise room, not because it serves your startup.
The default is six goals total, but four is fine if each one is strong. The constraint is the point — when everything feels important, forcing yourself to pick a small number means you've already prioritized. Don't pad with filler to hit six.
How to present goals:
Present each goal as a clean, bolded one-liner. Don't mix in justifications or reasoning inline — it makes it unclear whether you're proposing or asking. If you want to explain why you picked a goal, do it in a separate pass after presenting all of them, or save it for when the person pushes back. The goal list should read like something they'd tape to their wall, not an annotated document.
Frame goals in the person's language, not generic deliverables. A goal should reflect why the person actually needs the output. "Write a one-page summary of learnings" is a book report. "Synthesize interview learnings to validate or reject assumptions and decide next steps" reflects the person's actual purpose. Ask yourself: if you removed the person's context and just read the goal, would it sound like a template? If so, rewrite it in terms of what it's for.
What makes a good goal:
Common traps to watch for:
Help the person write the opening email to their accountability partners (their "board of directors"). The email should include:
The tone should sound like the person, not like a corporate memo. Keep it warm, brief, and honest.
If the person doesn't have accountability partners yet, help them brainstorm who to ask. Good candidates: friends who are also building things, former colleagues they respect, family members who are supportive, online communities they're part of. Even 2-3 people is enough. The number isn't the point — the act of sending is.
Provide two simple templates the person can reuse:
Mid-sprint check-in (send halfway through):
End-of-sprint summary (send at the end):
Pull everything together into a clean document the person can reference throughout the sprint. Include:
The output format depends on the person's preference. A simple markdown file works for most people. If they want something fancier (a Notion template, a Google Doc, a printed card for their wall), accommodate that.
This skill is deliberately sprint-scoped. Longer-term direction emerges from doing sprints — it isn't planned top-down. After a few cycles, the person will naturally see the bigger arc forming from their reflections and pivots.
If the person wants a "north star" goal that spans multiple sprints (e.g., "decide by end of Q3 whether this is a real business"), that's fine — frame it as context that sits above the sprint, not as something to accomplish within one. The north star is optional and should be handled lightly. Don't force it.
The default is 3 work + 3 personal, but not a rigid rule. Some sprints naturally have 2 work goals and 2 personal goals — that's fine. The minimum is 2 per category. The ceiling is 3. What matters is that every goal is concrete and achievable in the sprint window, not that the person hits an arbitrary number. Don't pad with filler goals just to reach six. A focused sprint with four strong goals beats a crowded sprint with six mediocre ones.