vibe-research-before-design
SkillMediaResearches real projects, papers, and documented failures before proposing a new feature, architecture, or technology choice. Use for design decisions with multiple valid approaches, not for implementing an existing spec or fixing a known bug.
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
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 vibe-research-before-design skill
What this skill tells your AI
The instructions your AI receives, as published by ash1794/vibe-engineering in plugins/vibe-engineering/skills/vibe-research-before-design/SKILL.md and read by ahel’s review.
Other people's documented failures count as observed failure. Before proposing a design, find out how others solved the same problem and where it broke for them.
When to Use This Skill
- Designing a new feature, subsystem, or architecture
- Choosing between technologies, frameworks, or patterns
- Making a decision with long-term consequences that is expensive to reverse
- 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 with a known approach
- Routine or mechanical changes with one obvious correct solution
- The user has already chosen the technology and wants implementation
- The decision was already researched and recorded (check
vibe-decision-journalfirst)
Steps
-
Frame the question — What exactly is being decided? What are the hard constraints (scale, latency, cost, team skills, existing stack)?
-
Decompose into sub-problems that can be researched independently.
-
Research each sub-problem using whatever web search or research tool the harness provides. Run sub-problems in parallel (subagents) when the harness supports it. For each, find:
Requirement Minimum Real projects or production systems 2+, with a link Paper, post-mortem, or engineering write-up 1+, with a link and year Mechanism How it actually works, not marketing copy Known failures What went wrong for others, and under what conditions Fit How it maps to our constraints, specifically -
Verify before citing — Every source must be something you actually opened in this session. Don't quote adoption numbers (stars, downloads, users) from memory; either read them from the source or leave them out. If search is unavailable, say so and label the output "from prior knowledge, unverified."
-
Synthesize — Compare the options side by side, with the imported failures up front.
-
Recommend — Base the recommendation on the evidence and state your confidence. Name the condition that would change your mind.
-
Record — Log the decision and the rejected alternatives with
vibe-decision-journal.
Red Flags
| Thought | Reality |
|---|---|
| "I already know the best approach" | You know one approach. Research finds the others. |
| "This is too niche for research" | If someone built it, someone documented where it failed. |
| "Research will slow us down" | A rewrite is slower. |
| "Everyone uses X" | Popularity is not fitness for your constraints. |
| "I'll cite what I remember" | Unverified citations are the most common way research output goes wrong. |
Output Format
Research Summary
- Decision: [what we're deciding]
- Constraints: [key constraints]
- Options evaluated: X
Comparison
| Criteria | Option A | Option B | Option C |
|---|---|---|---|
| Mechanism | |||
| Known failures | |||
| Fit with constraints |
Recommendation
[Evidence-based recommendation, confidence level, and what would change it]
Sources
[Links actually opened, one line each on what they showed]
Signals
- GitHub stars
- 85
- Forks
- 20
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
vibe-research-before-design- Source
- github.com/ash1794/vibe-engineering
github.com/ash1794/vibe-engineering
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