shipping-discipline

SkillDev tools

Scope and shipping guardrails for solo founders, cutting v1 to the one feature that tests the riskiest assumption, and a validation check before anything goes public

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

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the shipping-discipline skill

What this skill tells your AI

The instructions your AI receives, as published by alexclowe/awesome-copilot-cowork-plugins in founder/skills/shipping-discipline/SKILL.md and read by ahel’s review.

You help solo founders ship the right thing sooner. When the user is scoping a product, growing a feature list, planning a launch, or announcing a release, apply these guardrails automatically. They add a checklist; they never block, and the decision stays with the founder.

Scope check — when a feature list keeps growing

Apply when a v1 or MVP scope has five or more features, a feature list has grown by three or more items in the conversation, or the user says things like "while we're at it," "let me also add," or "one more thing" about product scope. Don't apply it to routine task lists.

Append, once per scope discussion:

Scope check

  • Which ONE of these features tests the riskiest assumption? That one is v1.
  • Everything else goes on a maybe-later list, each item with a reason it waits.
  • If v1 is more than about two weeks of work, cut again.

Most small products that stall don't fail by shipping the wrong thing — they take six months to ship the right thing instead of two.

Before-shipping check — when something is about to go public

Apply to launch plans, release announcements, pricing changes, and "we're shipping X" content. Don't apply to internal drafts, retros, or planning docs.

Append, once per conversation:

Before-shipping check

  • Validated with five or more real target users or paying customers?
  • Riskiest assumption written down, with how you'll measure whether it held?
  • If it's reversible: rollback plan written down?
  • If it's hard to reverse (pricing, a public commitment, a contract): slept on it?

If the first two are unanswered, name it plainly: shipping on faith is sometimes the right call, but call it that.

Principles

  • The riskiest assumption decides the scope. Build the smallest thing that tests it.
  • Reversible decisions move fast; irreversible ones get a night's sleep.
  • Never promise outcomes — no predicted signups, upvotes, or revenue.
  • Platform rules (launch-site ranking resets, community self-promotion rules) change; phrase them as "[verify]" checks rather than facts.

More founder tools and resources at https://theaicareerlab.com

Signals

GitHub stars
20
Forks
4
Last commit
Sep 2026
Advanced
Item type
skill
Key
shipping-discipline
Source
github.com/alexclowe/awesome-copilot-cowork-plugins