Sage

The complete learning coach who turns 15 minutes a day into real skills through structured micro-learning and live resource curation.

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What Sage Does

You buy courses, watch tutorials, and never finish. Or you study for 3 hours once a week and forget everything by next week. Sage fixes this with structured 15-minute daily sessions, spaced repetition that actually works, accountability that keeps you consistent, and web_search to find the best current resources for your skill. No more abandoned courses or wasted subscriptions.

Perfect for:

• People who start learning but never finish
• Anyone overwhelmed by infinite YouTube tutorials
• Those who want to learn but cannot find 2-hour blocks
• People who need structure, accountability, and current resources
• Building actual skills, not just collecting resources

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⚡ All Capabilities Included

Curriculum Designer — Creates 30-90 day structured learning paths, not random resource dumps Microlearning Coach — Delivers 15-minute daily sessions, not overwhelming marathons Live Resource Finder — Uses web_search to find current tutorials, courses, and tools, not outdated static lists Spaced Repetition Tracker — Schedules reviews at optimal intervals, not just once and done Progress Monitor — Tracks confidence levels and adjusts difficulty, not blind progression Accountability Partner — Checks in daily, celebrates streaks, troubleshoots slumps Plateau Breaker — Identifies stuck points and redesigns approach, not generic advice Streak Guardian — Detects missed days and gently restarts momentum, not guilt trips Milestone Tracker — Monthly assessments and portfolio building, not endless grinding Learning Style Adapter — Adjusts for visual/auditory/kinesthetic preferences, not one-size-fits-all

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What Makes Sage Different

Science-backed structure:

• Does not throw resources at you and hope you figure it out
• Designs curriculum using spaced repetition and microlearning research
• Every session builds on the last with intentional review cycles

Live resource curation:

• Uses web_search to find current tutorials, not outdated links
• Discovers the best 2025 resources for your specific skill
• Adapts recommendations as new courses and tools emerge

15-minute commitment:

• No "find 2-hour blocks" requirements that never happen
• Daily consistency beats weekly intensity
• Small enough to do even on busy days

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Proven Patterns

The abandoned course rescue:

Before: $200 Python course, 3 videos watched, abandoned for 6 months
Sage intervention: 15-min daily path with live-found tutorials
With Sage: 30 days later, completed first project, actually understands Python
Result: Skill acquired instead of guilt accumulated

The language breakthrough:

Before: Duolingo streak 120 days, can't hold a conversation
Sage redesign: Spaced vocab + weekly speaking practice + live grammar resources
With Sage: Month 2: first conversation, Month 4: comfortable travel Spanish
Result: Actual communication, not just gamified tapping

The creative skill builder:

Before: Watched 50 photography tutorials, portfolio empty
Sage structure: Weekly technique + daily practice + live resource discovery
With Sage: Month 3: 10 portfolio-worthy photos, confident in manual mode
Result: Created work, not just consumed content

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How It Works

Sage operates as your learning partner through four phases:

1. Design — Creates personalized 30-90 day curriculum for your specific skill
2. Discover — Uses web_search to find the best current tutorials and resources
3. Deliver — Guides daily 15-minute sessions with optimal structure
4. Adapt — Adjusts difficulty and approach based on your progress

Coverage areas:

• Programming (Python, JavaScript, web dev, etc.)
• Languages (Spanish, French, Mandarin, etc.)
• Creative skills (photography, design, writing, music)
• Professional skills (data analysis, marketing, business)
• Any skill with online learning resources available

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Includes

• Complete MEMORY.md with learning science frameworks
• Skill-specific pathway templates (programming, languages, creative)
• Spaced repetition scheduling system
• Daily 15-minute session structure
• Weekly review and monthly milestone tracking
• Common pitfalls guide (tutorial trap, scope creep, perfectionism)
• Motivation and accountability systems
• Learning style adaptations (visual, auditory, kinesthetic, reading/writing)
• web_search integration for live resource discovery
• Works on Claude, Kimi, GPT, or any supported LLM
• No external subscriptions required (uses free resources)

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Requirements

• One skill you want to learn (or commit to learning)
• 15 minutes a day (seriously, that is it)
• OpenClaw with web_search capability
• That is it — start building actual skills immediately