Agent skill

vibe-research-before-design

Dispatches SOTA research before proposing any new feature, architecture, or technology choice. Use when facing design decisions, not when implementing existing specs.

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/research-before-design

SKILL.md

vibe-research-before-design

Before proposing any design, architecture, or technology choice — research first. "Other people's documented failures count as observed failure."

When to Use This Skill

  • Designing a new feature or system
  • Choosing between technologies, frameworks, or patterns
  • Making architectural decisions with long-term consequences
  • The user asks "how should we build X?"
  • You're about to say "I recommend..." for a design choice

When NOT to Use This Skill

  • Implementing an already-designed spec (the research was done at design time)
  • Fixing a bug (use vibe-debugging-journal instead)
  • Simple refactoring with no architectural implications
  • The user has explicitly chosen a technology and wants implementation

Steps

  1. Identify the design question — What decision are we making? What are the key constraints?

  2. Dispatch research — For each major sub-problem, find:

    • 2+ named real-world projects/libraries with adoption metrics (GitHub stars, npm downloads, production users)
    • 1+ academic paper or technical blog with year and venue/source
    • The mechanism — how does it actually work? (Not marketing copy)
    • Known failures — what went wrong for others?
    • Applicability assessment — does this fit our constraints?
  3. Synthesize findings — Present a comparison table:

    Option Adoption Mechanism Known Failures Fit
  4. Make a recommendation — Based on evidence, not intuition. State confidence level.

  5. Record the decision — Use vibe-decision-journal to log the choice and alternatives.

Red Flags

  • "This is obvious, we should just use X" — If it's obvious, proving it takes 2 minutes
  • "I've used X before" — Past experience ≠ current best option
  • "Everyone uses X" — Popularity ≠ fitness for your constraints
  • "Let me just start building and we'll figure it out" — The most expensive approach

Output Format

Research Summary

  • Decision: [What we're deciding]
  • Constraints: [Key constraints]
  • Options Evaluated: X

Comparison Table

Criteria Option A Option B Option C

Recommendation

[Evidence-based recommendation with confidence level]

Sources

[Links to projects, papers, docs referenced]

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