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vibe-coding-impact-analysis

Coding & development

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Updated 10-16 09:49

About this skill

Vibe Coding — Impact Analysis

Map blast radius before changing shared code.

Entry Router

Change type is DELETION?
→ Force HIGH risk immediately. List all N consumers. Require user confirmation.

Otherwise run Steps 1-5:
  Step 1: Identify target (file, function, change type)
  Step 2: Find direct consumers (grep imports)
  Step 3: Build transitive impact map
  Step 4: Score risk → READ: ## Risk Scoring
  Step 5: Output safe change path

Run steps sequentially. Jump to ## Risk Scoring only after completing Steps 1-3. Jump to ## HIGH Impact Response only if risk score is HIGH — skip it otherwise.

Always run before modifying:

  • JS/TS: components/ui/, lib/hooks/, lib/utils/, stores/, components/layouts/, lib/api/, types/
  • Python: utils/, models/, services/, middleware/, base templates, shared decorators

Steps 1-3

Step 1 — Target: File path, export name, change type (interface change | rename | logic change | deletion | addition)

Step 2 — Direct consumers: Grep using the pattern that matches the language:

JS/TS:   import { [name] } from '[path]'   or   from '@/[path]'
Python:  from [module] import [name]        or   import [module]
Go:      "[module_path]"  (import block)    or   [package].[Name]
Ruby:    require '[path]'                   or   require_relative '[path]'
PHP:     require/include/use [ClassName]

List every importing/referencing file.

Step 3 — Transitive map:

[Target file]
  └── Direct: components/ui/Button.tsx
        └── Used by: components/features/ProductCard.tsx
              └── Used by: app/products/page.tsx
        └── Used by: components/layouts/Header.tsx
              └── Used by: app/layout.tsx (ROOT — affects ALL pages)

Risk Scoring

Files affected Level Action
Root layout reached OR >10 files HIGH Require user confirmation. Do not proceed automatically.
4-10 files MEDIUM Test all direct consumers after change
1-3 files LOW Spot-check sufficient
0 (new addition) NONE No risk

Interface breaking change or deletion always bumps to HIGH.

Test gap: for each direct consumer, check if [Component].test.tsx exists and covers the changed behavior.


Report Format

IMPACT ANALYSIS — [target]

CHANGE TYPE: [type]

BLAST RADIUS:
  Direct consumers: [N]  |  Transitive: [N]  |  Root layout: [YES/NO]
  Risk level: [HIGH | MEDIUM | LOW | NONE]

AFFECTED FILES:
  [path] — [what it uses] — [test: Y/N]

TEST GAPS: [N] affected files untested

SAFE CHANGE PATH:
  1. [If interface change] Create new version alongside old → migrate consumers one by one → remove old
  2. Update [target], then [consumer 1] → verify → [consumer 2] → verify...
  3. Rollback plan: [what to revert]

PROCEED: [YES | CAUTION — test after each step | BLOCKED — user confirmation required]

HIGH Impact Response

HIGH IMPACT DETECTED — [N] files affected including [root layout/shared store].

Options:
  A) Proceed with safe change path (step-by-step, test each consumer)
  B) Create parallel version, migrate gradually
  C) Scope down — smaller change affecting only [N] files
  D) Review with user before touching anything

Recommended: [A|B|C based on situation]

Waiting for confirmation before proceeding.