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Get Started Free →Use this skill for career planning, goal setting, skill gap analysis, promotion preparation, or thinking through your growth as a developer. Trigger on keywords: career, growth, promotion, goals, career path, senior developer, level up, skills to learn, career plan, next steps.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-18 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-10 | ✓→✗ | ▼ Worse | 42% | 0% |
Technical skills alone don't drive career growth. The formula:
Impact = Technical Skill × Communication × Ownership × VisibilityAll four multiply — zero in any one = zero impact perception.
| Level | Focus | What Distinguishes You | |---|---|---| | Junior | Task execution | Completes assigned work | | Mid | Feature ownership | Owns a feature end-to-end, asks fewer questions | | Senior | System thinking | Thinks about trade-offs, teaches others, improves the team | | Staff+ | Org impact | Shapes direction, multiplies other engineers |
To level up: Consistently operate at the level above your current one.
GOAL: [specific capability or outcome in 90 days]
Month 1 — Foundation
- Learn: [specific skill/concept]
- Build: [small project or contribution]
- Measure: [how you'll know you've made progress]
Month 2 — Application
- Apply: [use the skill in real work]
- Teach: [explain it to someone else]
- Stretch: [attempt something harder]
Month 3 — Mastery
- Lead: [own something using this skill]
- Document: [write about what you learned]
- Review: [evaluate against original goal]Ask AI:
I'm a [current level] developer working with [stack].
I want to become a [target level/role].
What skill gaps do I likely have?
Prioritize by: (1) impact on current work, (2) career value.Growth requires visibility. Do this without self-promotion:
Teaching accelerates your own learning by 2x:
Other measured skills in the registry, with their headline benchmark lift.