mycarrierpackets-api

This skill should be used when the user asks to 'integrate with MyCarrierPackets', 'set up MCP API', 'onboard carriers', 'Intellivite invitation', 'monitor carriers', 'Assure Advantage', 'get carrier data', 'retrieve COI', 'get W9', 'carrier risk assessment', 'check completed packets', 'block carrier', 'find associated carriers', 'fraud check', 'VIN verification', or when implementing TMS carrier management features. Provides comprehensive guidance for MyCarrierPackets API authentication, carrier invitations, data retrieval, monitoring, blocking, fraud detection, and document management.

Quality

89%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Quality

Content

78%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.

The body is a well-architected integration guide: executable code, sequenced workflows, and clean progressive disclosure into verified reference files. The main gap is minor redundancy between the endpoint quick map and the workflow sections.

Suggestions

Reduce duplication between the 'Endpoint quick map' and the 'Key Workflows' per-step bullet lists so each endpoint's role is stated once.

Inline a short per-workflow validation checkpoint (e.g., 'verify 200 + non-empty CarrierDetails before locking fields') rather than relying solely on the separate Error Handling table.

For the most common workflows (carrier invitation, document retrieval), include a minimal end-to-end code snippet so implementers don't have to jump to per-endpoint files for the happy path.

Dimension	Reasoning	Score
Conciseness	Dense and efficient with no padding of concepts Claude already knows (no explanation of OAuth2/JSON), but the endpoint quick map and the workflow bullet lists restate several endpoints, leaving minor redundancy that keeps it just below the fully-lean anchor.	4 / 5
Actionability	Provides executable Go code (thread-safe token caching, pagination loop), exact URLs, link formats, and an error-handling table, but relies on referenced per-endpoint files for full parameter detail rather than inlining copy-paste-ready code for every case.	4 / 5
Workflow Clarity	Six workflows each show a clear sequence diagram with per-step bullets and links, and validation is present via the error-handling table (401 clears token, 429 increases interval, 500 backoff) plus polling cadence; checkpoints are mostly present though spread across sections rather than inline per workflow.	4 / 5
Progressive Disclosure	SKILL.md is a clear orientation overview pointing one level deep to INDEX.md, TMS-INTEGRATION.md, and 23 self-contained per-endpoint files, with well-signaled 'Load this when...' guidance; all referenced files were verified to exist on disk.	5 / 5
	Total	17 / 20 Passed

Description

100%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.

The description is exemplary: it pairs comprehensive verbatim trigger phrases with a clear statement of capabilities, and its product-specific vocabulary keeps conflict risk minimal. It cleanly satisfies both the 'what' and 'when' requirements.

Dimension	Reasoning	Score
Specificity	Names the MyCarrierPackets API domain and lists multiple concrete capabilities ('authentication, carrier invitations, data retrieval, monitoring, blocking, fraud detection, and document management'), giving comprehensive coverage rather than the minor gaps that would warrant a 4.	5 / 5
Completeness	Explicitly answers both 'when' ('This skill should be used when the user asks to...') and 'what' ('Provides comprehensive guidance for...') with concrete trigger phrases, matching the top anchor rather than the weaker 'when' of a 4.	5 / 5
Trigger Term Quality	Extensive verbatim natural-language triggers users would actually say ('integrate with MyCarrierPackets', 'onboard carriers', 'get carrier data', 'retrieve COI', 'get W9', 'fraud check', 'VIN verification') including synonyms and abbreviations, matching the comprehensive-coverage anchor.	5 / 5
Distinctiveness Conflict Risk	A clearly distinct niche built around product-specific terms (MyCarrierPackets, Intellivite, Assure Advantage, MCP API) with minimal overlap risk; voice is third-person descriptive ('This skill should be used'), so the first/second-person penalty does not apply.	5 / 5
	Total	20 / 20 Passed

Validation

81%

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 — 13 / 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: 52 deeper-than-1-level	Warning
referenced_paths_exist	Referenced path issues: 53 deeper-than-1-level	Warning

	Total	13 / 16 Passed

Repository: linehaul-ai/linehaulai-claude-marketplace
Path: plugins/mycarrierpackets-api/skills/mycarrierpackets-api/SKILL.md
Commit: 9e2984b

Reviewed: 3 days ago

Table of Contents

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