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feat: Add speed-prototyping skill#41

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kevint-cerebras merged 2 commits intokevint-cerebras:devfrom
thisyearnofear:feature/speed-prototyping-skill
Jan 29, 2026
Merged

feat: Add speed-prototyping skill#41
kevint-cerebras merged 2 commits intokevint-cerebras:devfrom
thisyearnofear:feature/speed-prototyping-skill

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Summary

Adds speed-prototyping skill for rapid iterative development workflows.

Why this is specifically good for Cerebras

The skill operationalizes a key insight: when inference is fast, trying multiple approaches costs less than deliberating about which one to pick.

Traditional LLM workflow Cerebras workflow
Plan carefully, execute once Execute immediately, iterate fast
Debug failing approach Pivot to new approach after 2 attempts
Batch changes to minimize latency cost One change per iteration

This only works when each iteration is cheap. With Cerebras's millisecond inference, the "try both" strategy becomes faster than the "think harder" strategy.

Changes

.opencode/skill/speed-prototyping/
├── SKILL.md (68 lines)
└── examples/
    └── fetch-retry.md

Usage

Activates on natural language like:

  • "prototype a rate limiter for our API"
  • "spike out auth with JWT"
  • "try a few approaches for caching"

Testing

bun dev
# Then invoke: /skill speed-prototyping

Quincybob and others added 2 commits January 28, 2026 14:55
Adds a new skill that leverages Cerebras's blazing-fast inference for
rapid prototyping workflows. This skill guides users through iterative
development cycles that take full advantage of Cerebras's speed.

Key features:
- Structured prototyping workflow (sketch → iterate → refine)
- Multiple-approach exploration strategies
- Fast feedback loop patterns
- Parallel experimentation techniques

This is specifically valuable for Cerebras Code CLI because the
millisecond inference times make iteration cycles extremely cheap,
enabling developers to try more approaches in less time.

Amp-Thread-ID: https://ampcode.com/threads/T-019c0472-e495-7701-84f7-e6ab43f44d9c
Co-authored-by: Amp <amp@ampcode.com>
@kevint-cerebras kevint-cerebras merged commit af14905 into kevint-cerebras:dev Jan 29, 2026
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2 participants