Learn AlternativesCAUTION
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
Overview
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
d90170da4369OBSERVED · 2026-10-07What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: learn-alternatives description: Compare different approaches to solve the same problem argument-hint: "[topic]" effort: low --- # Show alternatives Compare different approaches to solve the same problem. ## Usage ``` /learn:alternatives # Compare approaches for current code /learn:alternatives auth # Compare authentication methods /learn:alternatives state # Compare state management options /learn:alternatives --detailed # Include code examples for each ``` ## Instructions 1. Identify the **problem being solved** (from context or argument) 2. Present **3-5 alternative approaches** 3. For each approach, explain: - What it is (one sentence) - When to use it - Trade-offs (pros/cons) 4. Provide a **recommendation** based on context 5. Optionally show code examples for top choices ## Response format ```markdown ## Problem: [What we're trying to solve] ### Approach 1: [Name] **What**: [One-sentence description] **When to use**: - [Scenario 1] - [Scenario 2] **Pros**: [List] **Cons**: [List] --- ### Approach 2: [Name] ... --- ## Comparison Table | Criteria | Approach 1 | Approach 2 | Approach 3 | |----------|------------|------------|------------| | Complexity | Low | Medium | High | | Performance | ★★☆ | ★★★ | ★★☆ | | Bundle size | Small | Medium | Large | | Learning curve | Easy | Medium | Steep | ## Recommendation **For your case**: [Recommended approach] because [reason based on context] **Consider instead if**: [Alternative scenarios] ``` ## Comparison criteria Standard criteria to evaluate (adjust based on problem): | Criteria | Description | |----------|-------------| | **Complexity** | How hard to implement and maintain | | **Performance** | Runtime speed, memory usage | | **Bundle size** | Impact on frontend bundle | | **Learning curve** | Time to understand and use correctly | | **Flexibility** | Ease of extending or modifying | | **Community** | Documentation, ecosystem, support | | **Testing** | How easy to test | | **Type safety** | TypeScript support quality | ## Depth modes ### Default - 3-4 alternatives - Brief description each - Comparison table - Recommendation ### `--detailed` - 4-5 alternatives - Code example for each - Detailed trade-offs - Migration considerations - Real-world case studies ### `--quick` - 2-3 alternatives - One-line each - Quick recommendation ## Example session ``` User: I'm using useState for form state. /learn:alternatives Claude: ## Problem: Managing Form State in React ### Approach 1: Multiple useState **What**: Separate useState for each field **When to use**: - Simple forms (< 5 fields) - No complex validation - No cross-field dependencies **Pros**: Simple, no dependencies, easy to understand **Cons**: Verbose with many fields, scattered state --- ### Approach 2: Single useState with Object **What**: One useState holding all fields as object **When to use**: - Medium forms (5-10 fields) - Need to reset entire form - Want cleaner code **Pros**: Grouped state, easy reset, cleaner **Cons**: Need spread operator, can cause unnecessary re-renders --- ### Approach 3: useReducer **What**: Reducer pattern for complex state transitions **When to use**: - Complex validation logic - Multi-step forms - Undo/redo functionality **Pros**: Predictable updates, handles complex logic, testable **Cons**: More boilerplate, learning curve --- ### Approach 4: Form Library (React Hook Form, Formik) **What**: Dedicated form state management library **When to use**: - Large forms (10+ fields) - Complex validation (async, cross-field) - Performance critical (many fields) **Pros**: Optimized re-renders, validation built-in, less code **Cons**: Dependency, learning curve, bundle size --- ## Comparison Table | Criteria | useState | useReducer | React Hook Form | |----------|----------|------------|-----------------| | Complexity | Low | Medium | Medium | | Performance | ★★☆ | ★★☆ | ★★★ | | Bundle size | 0kb | 0kb | ~8kb | | Validation | Manual | Manual | Built-in | | Best for | Simple | Complex logic | Large forms | ## Recommendation **For your case**: If this is a simple login/contact form, stick with **useState**. If you're building a multi-step checkout or admin form, consider **React Hook Form** for the validation and performance benefits. **Consider useReducer if**: You need undo/redo, complex state machines, or want reducer-style testing. ``` ## Common alternative comparisons | Topic | Typical Alternatives | |-------|---------------------| | **State** | useState, useReducer, Zustand, Redux, Jotai | | **Styling** | CSS Modules, Tailwind, styled-components, CSS-in-JS | | **Data fetching** | fetch, axios, React Query, SWR | | **Forms** | useState, React Hook Form, Formik | | **Auth** | JWT, sessions, OAuth, magic links | | **API design** | REST, GraphQL, tRPC, gRPC | | **Testing** | Jest, Vitest, Testing Library, Cypress | | **Databases** | PostgreSQL, MySQL, MongoDB, SQLite | $ARGUMENTS
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | WARN |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (2)
whitepapers/recap-cards/en/_extensions
whitepapers/recap-cards/fr/_extensions
Gates applied: no_behavioural_pass.
d90170da4369full audit observations/trust-audit/skill/florianbruniaux__learn-alternatives.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-07 | d90170da4369 | CAUTION | B | 89 | first audit |
Questions
What does the Learn Alternatives skill do?
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
Is Learn Alternatives safe to install?
With care. The audit graded it B (89/100) and found 2 things worth knowing before you trust this skill, listed below with the exact line each was found on.
What can Learn Alternatives access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (d90170da4369), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.