Autonomous /goal Prompt Builder
Turn rough ideas into one paste-ready /goal prompt with clear scope, constraints, acceptance checks, and autonomy rules.
Before & after
Same prompt, same agent — the only difference is the skill.
I can help you translate that into a goal prompt. Let me understand what you're trying to build first. What's the core objective? Who's using it? What success looks like? Once I have those details, I can draft something for you, though you might need to iterate on it a few times to get it just right.
/goal Build a SaaS analytics platform for e-commerce teams CONTEXT E-commerce teams spend 4+ hours per week stitching data from multiple platforms (Shopify, Google Analytics, email marketing, inventory). They need one source of truth with automated dashboards and alerts. SCOPE Core MVP features: • Connect Shopify, Google Analytics 4, and email platforms via OAuth • Build automated daily revenue + conversion dashboards • Alert creators when daily metrics drop >20% vs rolling 30-day average • Support 3 user roles: owner, analyst, stakeholder (read-only) • Freemium model: 1 integration free, additional platforms $29/month SUCCESS CRITERIA ✓ User can connect first data source in <2 minutes ✓ Dashboard loads in <1 second for 90 days of data ✓ Email alert delivers within 5 minutes of threshold breach ✓ No data refresh delay >6 hours ✓ 80%+ uptime on core platform OUT OF SCOPE (phase 2) Custom metrics, predictive forecasting, API access, white-label TIME BUDGET 8 weeks for MVP launch, 2 weeks buffer for scope creep MODEL Invoke this prompt in a fresh session by pasting it as your first message.
About this skill
You know what you want, but your description mixes must-haves, passing ideas, and details the next session won't remember. This turns that description into one paste-ready /goal prompt that tells the agent what to deliver, what to leave out, and how to verify completion.
What it does
- Extracts the actual outcome from scattered notes, corrections, examples, and constraints.
- Separates requirements from tentative suggestions so a passing idea doesn't become mandatory scope.
- Replaces vague goals such as "make it work" with observable acceptance checks.
- Makes the prompt self-contained by carrying forward essential context and identifying unavailable inputs.
- Defines which decisions the agent can make independently and which missing facts require a question.
- Reviews existing goal prompts for contradictions, invented requirements, and premature completion conditions.
What you get
One copyable prompt with the goal first, followed by the constraints, deliverables, and completion checks the task needs. Material uncertainties are labeled as assumptions, with only the most consequential follow-up questions when necessary.
Best for
People preparing a fresh agent session to build a tool, website, game, or other concrete deliverable, especially when their starting point is a rambling description rather than a finished brief.
SKILL.md preview
---
name: autonomous-goal-prompt-builder
description: Converts rough descriptions into one self-contained, paste-ready /goal prompt by extracting requirements, labeling assumptions, bounding scope, and defining observable completion checks. Use when the user says "turn this into a goal prompt", "write the prompt that builds this", "make this ready for a fresh session", "my agent keeps stopping halfway", "this prompt keeps building the wrong thing", "clean up my /goal prompt", or "I have a rambling idea and need a build prompt".
---
# Autonomous /goal Prompt Builder
… (sign up to view the full skill)More ai & agents skills
View all AI & Agents skills →Autonomous Creative Build Goal Prompts
Turn a rough game, 3D site, or video idea into one build prompt with scoped autonomy, acceptance tests, and delivery criteria.
Claude Power-User Coaching: One Tip Per Turn
Spots the Claude features and prompt habits you're missing in your actual work and coaches one concrete, copyable fix at a time.
Claude Skill Build and Launch
Turn an idea into a complete Claude skill with scoped triggers, acceptance tests, installation steps, and an agent launch plan.
SOP to Claude Skill Conversion
Turn an SOP or process transcript into a self-contained Claude skill with scoped triggers, traceable rules, and runnable test cases.