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react-state-management

Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.

Install with Tessl CLI

npx tessl i github:Dicklesworthstone/pi_agent_rust --skill react-state-management
What are skills?

82

Does it follow best practices?

Validation for skill structure

SKILL.md
Review
Evals

Discovery

89%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a solid skill description with excellent trigger terms and completeness. The explicit 'Use when...' clause and specific library names make it highly discoverable. The main weakness is the vague 'Master' verb which doesn't convey concrete actions Claude can perform.

Suggestions

Replace 'Master' with specific actions like 'Configure Redux Toolkit stores, implement Zustand state, set up React Query caching, and migrate between state solutions'

DimensionReasoningScore

Specificity

Names the domain (React state management) and lists specific tools (Redux Toolkit, Zustand, Jotai, React Query), but uses vague verb 'Master' rather than listing concrete actions like 'configure stores', 'implement selectors', or 'set up caching'.

2 / 3

Completeness

Clearly answers both what (state management with specific libraries) and when ('Use when setting up global state, managing server state, or choosing between state management solutions') with explicit trigger guidance.

3 / 3

Trigger Term Quality

Good coverage of natural terms users would say: 'Redux Toolkit', 'Zustand', 'Jotai', 'React Query', 'global state', 'server state', 'state management'. These are terms developers naturally use when seeking help with React state.

3 / 3

Distinctiveness Conflict Risk

Clear niche focused specifically on React state management libraries. The named tools (Redux Toolkit, Zustand, Jotai, React Query) create distinct triggers unlikely to conflict with general React skills or other framework skills.

3 / 3

Total

11

/

12

Passed

Implementation

64%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is a solid, actionable skill with excellent code examples covering multiple state management solutions. The main weaknesses are verbosity (explanatory content Claude doesn't need) and the monolithic structure that could be better organized with progressive disclosure. Adding validation/debugging workflows would make it more robust for real-world implementation.

Suggestions

Remove the 'When to Use This Skill' and 'Core Concepts' sections - Claude understands these categories; jump straight to the selection criteria and Quick Start

Add a debugging/validation section with steps to verify state management is working correctly (e.g., DevTools setup, common error patterns and fixes)

Split detailed patterns into separate files (e.g., REDUX_TOOLKIT.md, ZUSTAND.md, REACT_QUERY.md) and keep SKILL.md as a concise overview with links

Add explicit migration workflow with validation checkpoints: 'After converting each slice, verify with: npm test && npm run type-check'

DimensionReasoningScore

Conciseness

The skill is comprehensive but includes some unnecessary explanatory content like the 'When to Use This Skill' section and the 'Core Concepts' table that Claude would already understand. The code examples are valuable but the surrounding prose could be tightened.

2 / 3

Actionability

Excellent executable code examples throughout - fully typed TypeScript, copy-paste ready implementations for Zustand, Redux Toolkit, Jotai, and React Query. Each pattern includes complete, working code with proper imports and usage examples.

3 / 3

Workflow Clarity

The skill presents patterns clearly but lacks explicit validation steps or feedback loops. For state management setup, there's no guidance on verifying the store is working correctly, debugging steps if things fail, or checkpoints during migration from legacy Redux.

2 / 3

Progressive Disclosure

Content is well-organized with clear sections, but it's a monolithic document (~400 lines) that could benefit from splitting detailed patterns into separate files. The external resource links are helpful but internal progressive disclosure to separate pattern files would improve navigation.

2 / 3

Total

9

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Reviewed

Table of Contents

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