MasterMind: Prototype
SkillDev toolsUse when the right approach is genuinely unknown and reality will teach faster than planning: a risky unvalidated assumption, an unfamiliar integration, "will this even work", "try something quick". The result is explicitly throwaway and does not ship.
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Then ask your AI: use the MasterMind: Prototype skill
What this skill tells your AI
The instructions your AI receives, as published by mehrad-dm/mastermind in skills/prototype/SKILL.md and read by ahel’s review.
Tight feedback loops beat big plans when the path is unclear (~/.mastermind/engineering/core/agent-loop.md, mindset.md →
design it twice). A prototype buys knowledge cheaply: the discipline is keeping it knowledge, not product.
Method
- Name the question: the ONE risky unknown this prototype will answer ("can the Worker stream a >20 MB file?", "does this library handle X?"). One named question is the entry price, find it first.
- Build the smallest thing that answers it: hard-code, skip error handling, skip tests, skip polish. Speed over quality; it's throwaway.
- Extract the learning: what did reality teach? Write down the answer and any surprises.
- Throw it away and rebuild to standard: the real version gets the full loop (design, rigor, tests, review). Ship the rebuild; the prototype gets discarded.
Rules
Time-box: 5 build-and-run attempts, roughly 30 minutes: one question needs a handful of tries, not a day; proportionality over ceremony. An attempt is one edit → run → observe cycle against the named question; count them out loud as you go, so the box is observable and not a vibe. Attempt 5 finished without an answer = the box is spent, whatever the clock says.
When it expires, stop. That's a result, not a failure. Report: what you learned, what is still unknown, and one recommendation: proceed (answer is yes, build it properly) / different approach (this path is wrong, here's the next one) / needs more investigation (name what a second spike would target). Then discard the code: it stays throwaway and does not ship, same as a prototype that succeeded.
Extending the box is a decision, not drift. Only extend when the attempts narrowed the question rather than wandering: say so explicitly, state the new bound (e.g. "3 more attempts"), and stop there.
Keep it isolated (a scratch branch/dir) so it can't leak into production. The deliverable is the learning, not the code.
Output
The answer to the question + the surprises, and a clear "now build it properly" recommendation (or a "don't build it, here's why").
Signals
- GitHub stars
- 24
- Forks
- 5
- Last commit
- Sep 2026
- Hacker News mentions
- 20
Advanced
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prototype-mehrad-dm- Source
- github.com/mehrad-dm/mastermind