Name: axesso-data-service-amazon
Rating: 60.8 (1 reviews)
Author: membranedev

axesso-data-service-amazon

Axesso Data Service - Amazon integration. Manage data, records, and automate workflows. Use when the user wants to interact with Axesso Data Service - Amazon data.

Quality

71%

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Securityby

Low

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tessl review fix ./skills/axesso-data-service-amazon/SKILL.md

Quality

Content

82%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 highly actionable with executable commands, a clear connection workflow, and validation via polling, organized into well-signaled sections. Minor gains are available by trimming light prose and moving the action/proxy reference tables into a separate file.

Suggestions

Tighten promotional phrasing like 'so you can focus on the integration logic rather than auth plumbing' to assume Claude's competence.

Expand the CONFIGURATION_ERROR/SETUP_FAILED branch with a concrete validate-fix-retry loop rather than only 'Check the error field for details'.

Consider moving the popular-actions and proxy-flag tables into a separate reference file to keep SKILL.md a leaner overview.

Dimension	Reasoning	Score
Conciseness	Mostly efficient with concrete commands and tables, with only minor over-explanation such as 'so you can focus on the integration logic rather than auth plumbing'. Not a 5 because a few phrases pad what Claude can infer.	4 / 5
Actionability	Copy-paste ready CLI commands cover install, auth, connection, action search/run, and proxying, plus flag tables and the popular-actions list. Specific examples cover the common cases.	5 / 5
Workflow Clarity	Clear sequence (install -> auth -> connect -> search -> run) with a polling/validation checkpoint and a state-feedback loop (READY/BUILDING/CLIENT_ACTION_REQUIRED/CONFIGURATION_ERROR). Not a 5 because error-recovery guidance is brief rather than a full validate-fix-retry checklist.	4 / 5
Progressive Disclosure	Single, well-sectioned SKILL.md with clear headers and one-level content; no nested references. Not a 5 because the popular-actions and proxy-option tables are inline where a separate reference file could reduce the main body.	4 / 5
	Total	17 / 20 Passed

Description

61%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 distinctive and includes an explicit 'Use when' trigger, but its capability language is generic and it lacks the concrete Amazon-data actions that would make it specific and comprehensive. Strengthening the action list and trigger synonyms would raise specificity and trigger quality.

Suggestions

Replace 'Manage data, records, and automate workflows' with concrete actions, e.g. 'Search Amazon products by keyword, look up product details, and retrieve pricing, sales ranks, and reviews.'

Add natural trigger synonyms such as 'Amazon product data', 'pricing', 'sales rank', 'reviews', or 'ASIN' to improve trigger term coverage.

Make the 'Use when' clause more specific, e.g. 'Use when the user wants Amazon product data such as pricing, sales ranks, reviews, or buy recommendations.'

Dimension	Reasoning	Score
Specificity	Names the domain ('Axesso Data Service - Amazon integration') but the actions are generic ('Manage data, records, and automate workflows') with no concrete operations like product search or lookup. It is not a 3 because no specific concrete actions are listed.	2 / 5
Completeness	Has both a 'what' ('Manage data, records, and automate workflows') and an explicit 'Use when the user wants to interact with...' clause; the 'when' could be more specific. Not a 5 because the trigger phrases are not concrete and the 'what' is vague.	4 / 5
Trigger Term Quality	Includes the distinctive product name as a trigger, but misses natural variations and synonyms users would say ('Amazon product data', pricing, reviews, ASIN). Not a 4 because keyword coverage is thin beyond the product name.	3 / 5
Distinctiveness Conflict Risk	The 'Axesso Data Service - Amazon' product name is highly specific with a clear niche and minimal overlap risk with other skills.	5 / 5
	Total	14 / 20 Passed

Validation

93%

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 — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	15 / 16 Passed

Repository: membranedev/application-skills
Path: skills/axesso-data-service-amazon/SKILL.md
Commit: f484c82

Reviewed: 8 minutes ago

Table of Contents

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