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.
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-journalinstead) - Simple refactoring with no architectural implications
- The user has explicitly chosen a technology and wants implementation
Steps
-
Identify the design question — What decision are we making? What are the key constraints?
-
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?
-
Synthesize findings — Present a comparison table:
Option Adoption Mechanism Known Failures Fit -
Make a recommendation — Based on evidence, not intuition. State confidence level.
-
Record the decision — Use
vibe-decision-journalto 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]
Recommended Agent Skills
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agent-ops-testing
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agent-ops-state
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