gohighlevel

Operate connected GoHighLevel CRM accounts through the NotFair MCP. Use for GoHighLevel, HighLevel, GHL contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products, or approved CRM changes.

Quality

85%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Quality

Content

75%Weight 40%Scale 1-5

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

A well-structured, concise instruction skill with a solid approval-and-read-back workflow for destructive CRM writes. The main gaps are the absence of concrete tool-call examples and a dead external reference.

Suggestions

Verify the ../docs/mcp-connection.md link resolves (it does not exist on disk) or inline the minimal connection steps so the skill is self-contained.

Add one or two concrete example tool invocations or the exact read used to confirm connected locations, so guidance is copy-paste ready rather than delegated to live discovery.

Convert the write workflow into an explicit numbered checklist with an error-recovery branch (validation fails → fix → re-read), to lift workflow clarity to a full feedback-loop standard.

Dimension	Reasoning	Score
Conciseness	The body is lean and assumes Claude's knowledge (no explanation of what a CRM or MCP is), with only minor contextual padding such as the legacy "/api/mcp/gohighlevel" route note, matching the efficient-with-minor-trim anchor.	4 / 5
Actionability	Concrete, specific guidance ("Show the exact location, object, current value, proposed value, risk, and rollback before acting. Obtain approval, apply once, then read back", "pass an explicit locationId", "Use ISO 8601 datetimes") is actionable, but it delegates tool selection to live capability discovery rather than naming calls/examples, so it is not fully copy-paste ready.	4 / 5
Workflow Clarity	A clear three-phase sequence (Establish the live location → Read before changing → Execute approved changes safely) with validation checkpoints (resolve ids first, approval gate, read-back confirmation, partial-failure reporting) covers the destructive-write case well, but the phases are mostly prose rather than a numbered checklist with explicit error-recovery loops.	4 / 5
Progressive Disclosure	The under-50-line body is well-organized into clear sections and keeps bulk detail out, but its only navigation aid is a single one-level reference to ../docs/mcp-connection.md, which does not exist on disk (dead link), and no bundle files are present, leaving minor organization gaps.	4 / 5
	Total	16 / 20 Passed

Description

95%Weight 40%Scale 1-5

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

A strong, brand-specific description with explicit trigger guidance and good synonym/entity coverage. Its only weakness is reliance on the generic verb "Operate" rather than enumerating concrete actions.

Dimension	Reasoning	Score
Specificity	"Operate connected GoHighLevel CRM accounts through the NotFair MCP" names the domain and mechanism, and the entity list (contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products) gives broad concrete coverage, but the only action verb is the generic "Operate", leaving minor gaps versus the comprehensive anchor 5.	4 / 5
Completeness	Explicitly states what ("Operate connected GoHighLevel CRM accounts through the NotFair MCP") and when ("Use for GoHighLevel, HighLevel, GHL contacts, conversations, opportunities, ... or approved CRM changes"), satisfying the both-what-and-when anchor with concrete trigger phrases.	5 / 5
Trigger Term Quality	Includes brand synonyms "GoHighLevel, HighLevel, GHL" plus the natural CRM vocabulary a user would say (contacts, conversations, opportunities, calendars, pipelines, tags, tasks, forms, invoices, products), matching the comprehensive-synonyms anchor.	5 / 5
Distinctiveness Conflict Risk	The brand-specific niche (GoHighLevel via NotFair MCP) with distinct triggers (GoHighLevel/HighLevel/GHL plus named CRM entities) gives a clear niche with minimal overlap with other skills.	5 / 5
	Total	19 / 20 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
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning
relative_links	Relative link issues: 1 suspicious	Warning

	Total	14 / 16 Passed

Repository: nowork-studio/notfair-plugin
Path: gohighlevel/SKILL.md
Commit: 5094263

Reviewed: 5 days ago

Table of Contents

Discovery Implementation Validation

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