Name: godatafeed
Rating: 64.8 (1 reviews)
Author: membranedev

godatafeed

GoDataFeed integration. Manage data, records, and automate workflows. Use when the user wants to interact with GoDataFeed data.

Quality

77%

Does it follow best practices?

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Securityby

Passed

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tessl review fix ./skills/godatafeed/SKILL.md

Quality

Content

88%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 and workflow-clear, with executable commands and explicit state-checking feedback loops for the connection lifecycle. Its main weaknesses are a slightly padded introductory paragraph and the absence of any progressive-disclosure references for longer detail.

Dimension	Reasoning	Score
Conciseness	The body is mostly efficient commands and tables, but the opening paragraph ('GoDataFeed is a data feed management platform that helps online retailers optimize and syndicate their product data...') explains background Claude could infer, fitting 'efficient; minor instances of over-explanation that could be trimmed'; not a 5 because of that intro and wordy 'Best practices' prose.	4 / 5
Actionability	It provides copy-paste-ready commands throughout (install, login, connection ensure, action list/run with --json, request proxy) plus a clear options table, covering the common cases — matching the 'fully executable; copy-paste ready' anchor.	5 / 5
Workflow Clarity	The connection flow is explicitly sequenced with state-based validation ('READY', 'BUILDING', 'CLIENT_ACTION_REQUIRED', 'CONFIGURATION_ERROR') and a re-poll feedback loop after the user acts, matching the 'clear sequence with explicit validation steps; feedback loops' anchor.	5 / 5
Progressive Disclosure	Content is well-organized into clear sections with no nested references, but there are no bundle/reference files and the ~145-line body inlines detail (proxy options, state handling) that could be split out, fitting 'good structure; minor organization gaps'; not a 5 because it exceeds the simple-skill threshold and inlines some bulk.	4 / 5
	Total	18 / 20 Passed

Description

66%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 third-person, distinct, and answers both 'what' and 'when', but its verbs are generic and its trigger terms lack synonyms. It is solid but could be sharpened with more concrete actions and richer trigger phrases.

Suggestions

Replace generic verbs ('Manage', 'interact') with concrete GoDataFeed actions such as 'optimize product feeds', 'syndicate to shopping channels', and 'map fields per channel'.

Expand the 'Use when' clause with natural trigger phrases users would say, e.g. 'product feeds', 'shopping channels', 'feed optimization', or 'syndicating product data'.

Add a brief mention of the platform's core objects (feeds, channels, products) to ground the capabilities more specifically.

Dimension	Reasoning	Score
Specificity	Names the GoDataFeed domain and 2-3 actions ('Manage data, records, and automate workflows'), but the verbs are generic ('manage', 'interact') rather than concrete, fitting the '1-2 concrete actions, not comprehensive' anchor; not a 4 because no actions are truly specific.	3 / 5
Completeness	It states both what ('Manage data, records, and automate workflows') and when ('Use when the user wants to interact with GoDataFeed data'); the 'when' is explicit but generic, so it fits 'has both what and when, when could be more specific' rather than the concrete-trigger anchor for 5.	4 / 5
Trigger Term Quality	The phrase 'Use when the user wants to interact with GoDataFeed data' supplies the core keyword 'GoDataFeed data' but misses synonyms and variations (e.g. 'product feeds', 'shopping channels'), matching the 'some relevant keywords but missing common variations' anchor.	3 / 5
Distinctiveness Conflict Risk	The product name 'GoDataFeed' forms a clear, distinct niche with a product-specific trigger, giving minimal conflict risk with other skills — matching the 'clear niche with distinct triggers' anchor.	5 / 5
	Total	15 / 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/godatafeed/SKILL.md
Commit: f484c82

Reviewed: ~21 hours ago

Table of Contents

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