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vibe-research-before-design

Researches 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.

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vibe-research-before-design

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-journal first)

Steps

  1. Frame the question — What exactly is being decided? What are the hard constraints (scale, latency, cost, team skills, existing stack)?

  2. Decompose into sub-problems that can be researched independently.

  3. 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:

    RequirementMinimum
    Real projects or production systems2+, with a link
    Paper, post-mortem, or engineering write-up1+, with a link and year
    MechanismHow it actually works, not marketing copy
    Known failuresWhat went wrong for others, and under what conditions
    FitHow it maps to our constraints, specifically
  4. 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."

  5. Synthesize — Compare the options side by side, with the imported failures up front.

  6. Recommend — Base the recommendation on the evidence and state your confidence. Name the condition that would change your mind.

  7. Record — Log the decision and the rejected alternatives with vibe-decision-journal.

Red Flags

ThoughtReality
"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

CriteriaOption AOption BOption 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]

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

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概要と使いどころ

Validates completed work against defined acceptance criteria. Use after completing a task that has specific success criteria defined in issues, specs, or task descriptions.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Generates edge case, failure mode, and spec-driven test cases. Covers boundary values, nil inputs, concurrency, resource exhaustion, malformed data, and requirement-linked traceability tests. Use after happy-path tests exist and before claiming coverage is complete, when requirements lack tests, or before a security review.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Catches shortcuts and reward hacking — weakening or deleting tests to make them pass, hard-coding expected outputs, silently dropping requirements, or claiming work is done without running it. Use before declaring a task complete and whenever a test or requirement feels like it's in the way.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Safely integrates commits from parallel agent branches using sequential cherry-pick. Use after parallel work completes in isolated branches or worktrees.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Audits tests for concurrency safety — race conditions, shared mock state, cleanup ordering. Use when writing tests that involve goroutines, async operations, or shared mutable state.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

Enforces tiered test coverage standards with three dimensions — line coverage by tier, spec-to-test traceability, and spec-to-code implementation mapping. Use before claiming code is complete.

日本語の概要は準備中です。原文の説明を表示しています。

ash1794/vibe-engineering1642026年10月8日 更新

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