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fp-immutability

Never mutate data — create new values instead. Covers immutable update patterns (spread, copy, freeze), nested updates without mutation, readonly enforcement, and performance trade-offs. Activate when: updating objects or arrays, working with state management (React, Redux), fixing bugs caused by unintended mutation, deeply nested data updates, or when the user mentions immutability, spread, readonly, frozen, copy-on-write, or structural sharing. Works in any language (TypeScript, Python, Go, Rust, Java).

80

Quality

100%

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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

This is an excellent skill that is dense, actionable, and well-structured. It opens with a decision framework that adds genuine value beyond Claude's baseline knowledge, provides concrete code across multiple languages, and handles the nuanced topic of nested immutable updates with escalating solutions. The NEVER section and performance reality table provide clear guardrails without being preachy.

DimensionReasoningScore

Conciseness

Every section earns its place. The decision framework at the top is genuinely useful (not something Claude would default to), the cheatsheet is dense and reference-worthy, and there's no padding or explanation of basic concepts. The NEVER section is slightly long but each point carries distinct, non-obvious guidance.

3 / 3

Actionability

Provides executable code examples across multiple languages, a concrete operations cheatsheet with mutable→immutable mappings, and specific decision criteria (e.g., '1-2 levels → manual spread, 3+ levels → Immer'). All code snippets are copy-paste ready.

3 / 3

Workflow Clarity

For a conceptual/pattern skill (not a multi-step destructive operation), the workflow is clear: the opening decision framework sequences the thought process, nested updates are presented in escalating complexity with a clear decision rule, and the NEVER/When NOT sections provide explicit boundaries. No destructive or batch operations require validation checkpoints.

3 / 3

Progressive Disclosure

For a standalone skill with no bundle files, the content is well-organized into logical sections (decision framework → cheatsheet → nested updates → enforcement → performance → anti-patterns → exceptions) that progress from simple to complex. No external references are needed given the scope, and the content length is appropriate without being monolithic.

3 / 3

Total

12

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12

Passed

Description

100%

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 strong, well-crafted skill description that clearly defines its scope (immutable data patterns), lists concrete actions and techniques, and provides explicit activation triggers with natural user-facing keywords. It uses proper third-person voice throughout and covers multiple languages, making it both specific and broadly applicable within its niche.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: immutable update patterns (spread, copy, freeze), nested updates without mutation, readonly enforcement, and performance trade-offs. These are clearly defined, actionable topics.

3 / 3

Completeness

Clearly answers both 'what' (immutable update patterns, nested updates, readonly enforcement, performance trade-offs) and 'when' with an explicit 'Activate when:' clause listing specific scenarios and trigger terms.

3 / 3

Trigger Term Quality

Excellent coverage of natural terms users would say: 'immutability', 'spread', 'readonly', 'frozen', 'copy-on-write', 'structural sharing', 'state management', 'React', 'Redux', 'mutation', plus language names like TypeScript, Python, Go, Rust, Java. These are terms users would naturally use when encountering these problems.

3 / 3

Distinctiveness Conflict Risk

Focuses on a clear niche — immutability and non-mutating data patterns — with distinct trigger terms like 'immutability', 'frozen', 'copy-on-write', 'structural sharing' that are unlikely to conflict with other skills. The mention of React/Redux state management could slightly overlap with a React skill, but the immutability focus keeps it distinct.

3 / 3

Total

12

/

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.

Repository
olion500/skills
Reviewed

Table of Contents

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