Limit-Based Strategy

SkillDev tools

Develop a limit-based product strategy with convergence milestones, acceleration levers, assumptions, and phased execution.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Limit-Based Strategy skill

What this skill tells your AI

The instructions your AI receives, as published by itseffi/agentic-os in .agents/skills/limit-based-strategy/SKILL.md and read by ahel’s review.

Use limit-based thinking to move from problem statement to execution plan.

Instructions

Step 1: Define growth variable and limit state

  • Identify the primary growth variable.
  • Describe the mature limit state clearly.

Step 2: Identify core properties

  • List features and dynamics that must exist at the limit.

Step 3: Estimate convergence

  • Provide milestones at 10%, 25%, 50%, 75%, and 90% with dates/triggers.

Step 4: Identify acceleration levers

  • List levers to steepen convergence.
  • Prioritize top 1-2 highest impact levers.

Step 5: List critical assumptions

  • Capture assumptions and how each will be validated.

Step 6: Produce execution design

  • One-sentence vision.
  • Major roadmap milestones.
  • 3-phase plan: Foundation, Acceleration, Optimization.
  • Resource guidance.

Output

  • Growth variable
  • Limit state
  • Core properties
  • Convergence estimate
  • Acceleration strategies
  • Critical assumptions + validation
  • Vision and phased execution

When to Use

Use this skill when the task directly matches the workflow described above.

When Not to Use

Do not use this skill when the request is unrelated, low-stakes, or better handled by a simpler direct response.

Signals

GitHub stars
112
Forks
21
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
limit-based-strategy
Source
github.com/itseffi/agentic-os