askill
explanatory-playground

explanatory-playgroundSafety 95Repository

Build interactive debugging interfaces that reveal internal system behavior. Use when asked to "help me understand how this works", "show me what's happening", "visualize the state", "build a debug view", "I can't see what's going on", or any request to make opaque system behavior visible. Applies to state machines, data flow, event systems, algorithms, render cycles, animations, CSS calculations, or any mechanism with hidden internals.

19 stars
1.2k downloads
Updated 2 weeks ago

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SKILL.md

Explanatory Playground

Build dev-only visualizations that make invisible system behavior visible.

Workflow

1. Clarify the target

Use AskUserQuestion to understand what needs visualization:

question: "What kind of system should the playground reveal?"
header: "System type"
options:
  - label: "State machine"
    description: "Finite states with transitions (auth flow, form wizard, game state)"
  - label: "Data flow"
    description: "Data transforming through a pipeline (API → transform → render)"
  - label: "Event system"
    description: "Publishers and subscribers, event propagation"
  - label: "Algorithm"
    description: "Step-by-step logic (sorting, pathfinding, search)"

Then ask what's confusing:

question: "What specifically is hard to understand?"
header: "Hidden aspect"
options:
  - label: "Current state"
    description: "I can't see what state the system is in right now"
  - label: "Why transitions happen"
    description: "I don't know what triggers changes or why"
  - label: "Data shape"
    description: "I can't see what the data looks like at each step"
  - label: "Timing/sequence"
    description: "Things happen too fast or in unclear order"

2. Identify what's hidden

Based on answers, determine what to surface:

  • State — Values that change over time
  • Transitions — Events that trigger changes
  • Relationships — How parts communicate
  • Logic — Conditions, thresholds, rules

3. Pick visualization approach

SystemVisualizationLibrary
State machinesNode-edge graphreact-flow
Data flowDirected graph / Sankeyreact-flow
EventsTimelinecustom or recharts
AlgorithmsStep animationcustom
Render cyclesComponent tree + diffscustom
AnimationsTimeline scrubbercustom
CSS/LayoutBox model overlaycustom

See references/patterns.md for layouts, code, and implementation details.

4. Choose interactivity level

Ask if unclear:

question: "How interactive should the playground be?"
header: "Interactivity"
options:
  - label: "Just show me (Recommended)"
    description: "Real-time display of state and changes"
  - label: "Let me poke around"
    description: "Click/hover to inspect details and trace origins"
  - label: "Let me trigger things"
    description: "Fire events, modify state, inject test data"
  - label: "Time travel"
    description: "Record history, scrub through past states, replay"
LevelFeaturesWhen
1 - ObserveReal-time state displayAlways
2 - InspectClick/hover for detailsUsually
3 - ManipulateTrigger events, modify stateEdge cases
4 - Time travelHistory scrubbing, replayRace conditions

Start with 1-2. Add 3-4 when needed.

6. Instrument minimally

Prefer event emitters (least invasive):

const debugEmitter = new EventEmitter();
function transition(from, to, event) {
  debugEmitter.emit('transition', { from, to, event, timestamp: Date.now() });
  // existing logic...
}

Use proxies for third-party code:

function observable<T extends object>(obj: T) {
  return new Proxy(obj, {
    set(target, prop, value) {
      window.dispatchEvent(new CustomEvent('state:change', {
        detail: { prop, old: target[prop], new: value }
      }));
      return Reflect.set(target, prop, value);
    }
  });
}

7. Create dev-only route

app/__dev/[system-name]/page.tsx

Guard against production:

if (process.env.NODE_ENV !== 'development') {
  return notFound();
}

8. Document removal

Header in every created file:

/**
 * EXPLANATORY-PLAYGROUND DEBUG TOOL
 * Remove when done:
 * 1. Delete: app/__dev/[name]/page.tsx
 * 2. Delete: src/lib/[system]-debug.ts
 * 3. Remove hooks from: src/lib/[system].ts (lines XX-YY)
 * Purpose: [what this debugs]
 */

Cleanup

On removal request:

  1. Delete __dev/ route
  2. Remove instrumentation (emitters, proxies)
  3. Uninstall added deps if unused elsewhere
  4. Search for EXPLANATORY-PLAYGROUND markers

Report what was removed.

Install

Download ZIP
Requires askill CLI v1.0+

AI Quality Score

85/100Analyzed 2/24/2026

High-quality skill for building interactive debugging visualizations. Strong workflow with code examples, tables for visualization/library selection, and safety measures (dev-only routes, cleanup). Minor issues: missing step 5 in workflow sequence, and tags (api, ci-cd, github-actions, security, testing) are mismatched with the debugging/visualization focus. Well-suited for making opaque system behavior visible across many domains."

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Metadata

Licenseunknown
Version-
Updated2 weeks ago
Publisherpetekp

Tags

apici-cdgithub-actionssecuritytesting