fact-check▌
leonardomso/33-js-concepts · updated Apr 8, 2026
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Use this skill to verify the technical accuracy of concept documentation pages for the 33 JavaScript Concepts project. This ensures we're not spreading misinformation about JavaScript.
Skill: JavaScript Fact Checker
Use this skill to verify the technical accuracy of concept documentation pages for the 33 JavaScript Concepts project. This ensures we're not spreading misinformation about JavaScript.
When to Use
- Before publishing a new concept page
- After significant edits to existing content
- When reviewing community contributions
- When updating pages with new JavaScript features
- Periodic accuracy audits of existing content
What We're Protecting Against
- Incorrect JavaScript behavior claims
- Outdated information (pre-ES6 patterns presented as current)
- Code examples that don't produce stated outputs
- Broken or misleading external resource links
- Common misconceptions stated as fact
- Browser-specific behavior presented as universal
- Inaccurate API descriptions
Fact-Checking Methodology
Follow these five phases in order for a complete fact check.
Phase 1: Code Example Verification
Every code example in the concept page must be verified for accuracy.
Step-by-Step Process
-
Identify all code blocks in the document
-
For each code block:
- Read the code and any output comments (e.g.,
// "string") - Mentally execute the code or test in a JavaScript environment
- Verify the output matches what's stated in comments
- Check that variable names and logic are correct
- Read the code and any output comments (e.g.,
-
For "wrong" examples (marked with ❌):
- Verify they actually produce the wrong/unexpected behavior
- Confirm the explanation of why it's wrong is accurate
-
For "correct" examples (marked with ✓):
- Verify they work as stated
- Confirm they follow current best practices
-
Run project tests:
# Run all tests npm test # Run tests for a specific concept npm test -- tests/fundamentals/call-stack/ npm test -- tests/fundamentals/primitive-types/ -
Check test coverage:
- Look in
/tests/{category}/{concept-name}/ - Verify tests exist for major code examples
- Flag examples without test coverage
- Look in
Code Verification Checklist
| Check | How to Verify |
|---|---|
console.log outputs match comments |
Run code or trace mentally |
| Variables are correctly named/used | Read through logic |
| Functions return expected values | Trace execution |
| Async code resolves in stated order | Understand event loop |
| Error examples actually throw | Test in try/catch |
| Array/object methods return correct types | Check MDN |
typeof results are accurate |
Test common cases |
| Strict mode behavior noted if relevant | Check if example depends on it |
Common Output Mistakes to Catch
// Watch for these common mistakes:
// 1. typeof null
typeof null // "object" (not "null"!)
// 2. Array methods that return new arrays vs mutate
const arr = [1, 2, 3]
arr.push(4) // Returns 4 (length), not the array!
arr.map(x => x*2) // Returns NEW array, doesn't mutate
// 3. Promise resolution order
Promise.resolve().then(() => console.log('micro'))
setTimeout(() => console.log('macro'), 0)
console.log('sync')
// Output: sync, micro, macro (NOT sync, macro, micro)
// 4. Comparison results
[] == false // true
[] === false // false
![] // false (empty array is truthy!)
// 5. this binding
const obj = {
name: 'Alice',
greet: () => console.log(this.name) // undefined! Arrow has no this
}
Phase 2: MDN Documentation Verification
All claims about JavaScript APIs, methods, and behavior should align with MDN documentation.
Step-by-Step Process
-
Check all MDN links:
- Click each MDN link in the document
- Verify the link returns 200 (not 404)
- Confirm the linked page matches what's being referenced
-
Verify API descriptions:
- Compare method signatures with MDN
- Check parameter names and types
- Verify return types
- Confirm edge case behavior
-
Check for deprecated APIs:
- Look for deprecation warnings on MDN
- Flag any deprecated methods being taught as current
-
Verify browser compatibility claims:
- Cross-reference with MDN compatibility tables
- Check Can I Use for broader support data
MDN Link Patterns
| Content Type | MDN URL Pattern |
|---|---|
| Web APIs | https://developer.mozilla.org/en-US/docs/Web/API/{APIName} |
| Global Objects | https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/{Object} |
| Statements | https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/{Statement} |
| Operators | https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Operators/{Operator} |
| HTTP | https://developer.mozilla.org/en-US/docs/Web/HTTP |
What to Verify Against MDN
| Claim Type | What to Check |
|---|---|
| Method signature | Parameters, optional params, return type |
| Return value | Exact type and possible values |
| Side effects | Does it mutate? What does it affect? |
| Exceptions | What errors can it throw? |
| Browser support | Compatibility tables |
| Deprecation status | Any deprecation warnings? |
Phase 3: ECMAScript Specification Compliance
For nuanced JavaScript behavior, verify against the ECMAScript specification.
When to Check the Spec
- Edge cases and unusual behavior
- Claims about "how JavaScript works internally"
- Type coercion rules
- Operator precedence
- Execution order guarantees
- Claims using words like "always", "never", "guaranteed"
How to Navigate the Spec
The ECMAScript specification is at: https://tc39.es/ecma262/
| Concept | Spec Section |
|---|---|
| Type coercion | Abstract Operations (7.1) |
| Equality | Abstract Equality Comparison (7.2.14), Strict Equality (7.2.15) |
| typeof | The typeof Operator (13.5.3) |
| Objects | Ordinary and Exotic Objects' Behaviours (10) |
| Functions | ECMAScript Function Objects (10.2) |
| this binding | ResolveThisBinding (9.4.4) |
| Promises | Promise Objects (27.2) |
| Iteration | Iteration (27.1) |
Spec Verification Examples
// Claim: "typeof null returns 'object' due to a bug"
// Spec says: typeof null → "object" (Table 41)
// Historical context: This is a known quirk from JS 1.0
// Verdict: ✓ Correct, though calling it a "bug" is slightly informal
// Claim: "Promises always resolve asynchronously"
// Spec says: Promise reaction jobs are enqueued (27.2.1.3.2)
// Verdict: ✓ Correct - even resolved promises schedule microtasks
// Claim: "=== is faster than =="
// Spec says: Nothing about performance
// Verdict: ⚠️ Needs nuance - this is implementation-dependent
Phase 4: External Resource Verification
All external links (articles, videos, courses) must be verified.
Step-by-Step Process
-
Check link accessibility:
- Click each external link
- Verify it loads (not 404, not paywalled)
- Note any redirects to different URLs
-
Verify content accuracy:
- Skim the resource for obvious errors
- Check it's JavaScript-focused (not C#, Python, Java)
- Verify it's not teaching anti-patterns
-
Check publication date:
- For time-sensitive topics (async, modules, etc.), prefer recent content
- Flag resources from before 2015 for ES6+ topics
-
Verify description accuracy:
- Does our description match what the resource actually covers?
- Is the description specific (not generic)?
External Resource Checklist
| Check | Pass Criteria |
|---|---|
| Link works | Returns 200, content loads |
| Not paywalled | Free to access (or clearly marked) |
| JavaScript-focused | Not primarily about other languages |
| Not outdated | Post-2015 for modern JS topics |
| Accurate description | Our description matches actual content |
| No anti-patterns | Doesn't teach bad practices |
| Reputable source | From known/trusted creators |
Red Flags in External Resources
- Uses
vareverywhere for ES6+ topics - Uses callbacks for content about Promises/async
- Teaches jQuery as modern DOM manipulation
- Contains factual errors about JavaScript
- Video is >2 hours without timestamp links
- Content is primarily about another language
- Uses deprecated APIs without noting deprecation
Phase 5: Technical Claims Audit
Review all prose claims about JavaScript behavior.
Claims That Need Verification
| Claim Type | How to Verify |
|---|---|
| Performance claims | Need benchmarks or caveats |
| Browser behavior | Specify which browsers, check MDN |
| Historical claims | Verify dates/versions |
| "Always" or "never" statements | Check for exceptions |
| Comparisons (X vs Y) | Verify both sides accurately |
Red Flags in Technical Claims
- "Always" or "never" without exceptions noted
- Performance claims without benchmarks
- Browser behavior claims without specifying browsers
- Comparisons that oversimplify differences
- Historical claims without dates
- Claims about "how JavaScript works" without spec reference
Examples of Claims to Verify
❌ "async/await is always better than Promises"
→ Verify: Not always - Promise.all() is better for parallel operations
❌ "JavaScript is an interpreted language"
→ Verify: Modern JS engines use JIT compilation
❌ "Objects are passed by reference"
→ Verify: Technically "passed by sharing" - the reference is passed by value
❌ "=== is faster than =="
→ Verify: Implementation-dependent, not guaranteed by spec
✓ "JavaScript is single-threaded"
→ Verify: Correct for the main thread (Web Workers are separate)
✓ "Promises always resolve asynchronously"
→ Verify: Correct per ECMAScript spec
Common JavaScript Misconceptions
Watch for these misconceptions being stated as fact.
Type System Misconceptions
| Misconception | Reality | How to Verify |
|---|---|---|
typeof null === "object" is intentional |
It's a bug from JS 1.0 that can't be fixed for compatibility | Historical context, TC39 discussions |
| JavaScript has no types | JS is dynamically typed, not untyped | ECMAScript spec defines types |
== is always wrong |
== null checks both null and undefined, has valid uses |
Many style guides allow this pattern |
NaN === NaN is false "by mistake" |
It's intentional per IEEE 754 floating point spec | IEEE 754 standard |
Function Misconceptions
| Misconception | Reality | How to Verify |
|---|---|---|
| Arrow functions are just shorter syntax | They have no this, arguments, super, or new.target |
MDN, ECMAScript spec |
var is hoisted to function scope with its value |
Only declaration is hoisted, not initialization | Code test, MDN |
| Closures are a special opt-in feature | All functions in JS are closures | ECMAScript spec |
| IIFEs are obsolete | Still useful for one-time initialization | Modern codebases still use them |
Async Misconceptions
| Misconception | Reality | How to Verify |
|---|---|---|
| Promises run in parallel | JS is single-threaded; Promises are async, not parallel | Event loop explanation |
async/await is different from Promises |
It's syntactic sugar over Promises | MDN, can await any thenable |
setTimeout(fn, 0) runs immediately |
Runs after current execution + microtasks | Event loop, code test |
await pauses the entire program |
Only pauses the async function, not the event loop | Code test |
Object Misconceptions
| Misconception | Reality | How to Verify |
|---|---|---|
| Objects are "passed by reference" | References are passed by value ("pass by sharing") | Reassignment test |
const makes objects immutable |
const prevents reassignment, not mutation |
Code test |
| Everything in JavaScript is an object | Primitives are not objects (though they have wrappers) | typeof tests, MDN |
Object.freeze() creates deep immutability |
It's shallow - nested objects can still be mutated | Code test |
Performance Misconceptions
| Misconception | Reality | How to Verify |
|---|---|---|
=== is always faster than == |
Implementation-dependent, not spec-guaranteed | Benchmarks vary |
for loops are faster than forEach |
Modern engines optimize both; depends on use case | Benchmark |
| Arrow functions are faster | No performance difference, just different behavior | Benchmark |
| Avoiding DOM manipulation is always faster | Sometimes batch mutations are slower than individual | Depends on browser, use case |
Test Integration
Running the project's test suite is a key part of fact-checking.
Test Commands
# Run all tests
npm test
# Run tests in watch mode
npm run test:watch
# Run tests with coverage
how to use fact-checkHow to use fact-check on Cursor
AI-first code editor with Composer
1Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add fact-check
2Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
$npx skills add https://github.com/leonardomso/33-js-concepts --skill fact-checkThe skills CLI fetches fact-check from GitHub repository leonardomso/33-js-concepts and configures it for Cursor.
3Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
◆ Which agents do you want to install to?││ ── Universal (.agents/skills) ── always included ────│ • Amp│ • Antigravity│ • Cline│ • Codex│ ●Cursor(selected)│ • Cursor│ • Windsurf4Verify installation
Confirm successful installation by checking the skill directory location:
.cursor/skills/fact-checkReload or restart Cursor to activate fact-check. Access the skill through slash commands (e.g., /fact-check) or your agent's skill management interface.
⚠Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
Additional Resources
List & Monetize Your Skill
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GET_STARTED →Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
✓Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
✓Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
✓Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
✓Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
general reviewsRatings
4.6★★★★★46 reviews- ★★★★★Chaitanya Patil· Dec 20, 2024
Solid pick for teams standardizing on skills: fact-check is focused, and the summary matches what you get after install.
- ★★★★★Noah Anderson· Dec 16, 2024
Solid pick for teams standardizing on skills: fact-check is focused, and the summary matches what you get after install.
- ★★★★★Noah Li· Dec 12, 2024
fact-check fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Daniel Thomas· Dec 8, 2024
fact-check has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Nia Khanna· Nov 27, 2024
fact-check fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Piyush G· Nov 11, 2024
We added fact-check from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Rahul Santra· Nov 7, 2024
I recommend fact-check for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Isabella Torres· Nov 7, 2024
We added fact-check from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Henry Martinez· Nov 3, 2024
I recommend fact-check for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Pratham Ware· Oct 26, 2024
Useful defaults in fact-check — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
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