cursor-ai-chat

Master Cursor AI Chat with @-mentions, inline edit, and conversation patterns. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor", "Cmd+L", "inline edit".

Quality

—

Does it follow best practices?

Impact

—

No eval scenarios have been run

Securityby

Advisory

Suggest reviewing before use

Quality

Content

77%

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

The body is highly actionable with concrete commands and examples, but it is monolithic: it duplicates content that lives in the unreferenced bundle files and carries some verbose illustration. Linking the references and trimming the ASCII art would lift both conciseness and progressive disclosure.

Suggestions

Replace the inline 'Effective Prompting Patterns' section and the model/feature tables that overlap with references/effective-chat-patterns.md, examples.md, and errors.md with one-level-deep links (e.g. 'See [effective-chat-patterns.md](references/effective-chat-patterns.md)') so the bundled detail is actually discoverable.

Remove the ASCII chat-panel diagram and condense 'Enterprise Considerations' to a few bullets to cut tokens while preserving the actionable shortcuts and @-symbol table.

Add a short 'References' section near the top of the body pointing to each bundle file with a one-line description of what it contains.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient and Cursor-specific, but the ASCII chat-panel diagram and tangential sections like 'Enterprise Considerations' and the model-selection table add tokens that could be tightened without losing clarity.	2 / 3
Actionability	Concrete shortcuts (Cmd+L, Cmd+K, Cmd+Y, Esc), a full @-symbol table with examples, and four ready-to-use prompting patterns give copy-paste-ready, executable guidance.	3 / 3
Workflow Clarity	Sequences such as the four-step @Docs registration flow and the inline-edit accept/reject loop are clearly ordered, and no destructive or batch operations are present that would require validation checkpoints.	3 / 3
Progressive Disclosure	Bundle files exist in references/ (effective-chat-patterns.md, examples.md, errors.md) but are never linked or signaled from the body, while overlapping content like 'Effective Prompting Patterns' is kept inline, leaving navigation to the bundled detail broken.	2 / 3
	Total	10 / 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.

The description is third-person, specific, and pairs a clear capability statement with an explicit trigger list. It cleanly answers both what the skill does and when to invoke it.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete capabilities: '@-mentions, inline edit, and conversation patterns' tied to 'Cursor AI Chat', matching the anchor for listing several specific actions.	3 / 3
Completeness	It states what the skill does ('Master Cursor AI Chat with @-mentions, inline edit, and conversation patterns') and when to use it via an explicit 'Triggers on' list, satisfying both the what and the when.	3 / 3
Trigger Term Quality	Explicit 'Triggers on' clause covers natural user phrasings such as 'cursor chat', 'ask cursor', 'chat with cursor', and 'Cmd+L', giving broad coverage of terms users would actually say.	3 / 3
Distinctiveness Conflict Risk	The Cursor-specific niche plus distinct 'cursor chat' / 'ask cursor' triggers make it unlikely to fire for unrelated skills, matching the clear-niche anchor.	3 / 3
	Total	12 / 12 Passed

Validation

87%

Warnings & errors only

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

Validation — 14 / 16 Passed

Validation for skill structure

Criteria	Description	Result
allowed_tools_field	'allowed-tools' contains unusual tool name(s)	Warning
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	14 / 16 Passed

Repository: jeremylongshore/claude-code-plugins-plus-skills
Commit: 3022dd3

Reviewed: 2 days ago

Table of Contents

Discovery Implementation Validation

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