Name: grouparoo
Rating: 62.4 (1 reviews)
Author: membranedev

grouparoo

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

Quality

74%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

Securityby

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/grouparoo/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 skill body is highly actionable with copy-paste CLI commands and a clear connection-setup workflow including validation checkpoints. Its main weaknesses are a padded introductory paragraph and an unlabeled "Step 2" cross-reference.

Suggestions

Tighten or relocate the introductory "Grouparoo is an open-source data integration platform..." paragraph so the body leads with action rather than product background.

Label the workflow steps explicitly (Step 1, Step 2) so the "skip to Step 2" reference resolves to a visible heading.

Add a brief note on how to verify an action or proxy request succeeded (checking the output field or HTTP status), which would close the workflow validation gap for write operations.

Dimension	Reasoning	Score
Conciseness	The body is mostly lean executable commands and a flags table, but the opening product-explainer paragraph ("Grouparoo is an open-source data integration platform...") and the bare entity list add minor over-explanation that could be trimmed, fitting the 'efficient with minor instances of over-explanation' anchor.	4 / 5
Actionability	It provides copy-paste-ready commands throughout (npm install, membrane login, connection ensure, action list/run, request) plus a complete flags table, covering the common cases with fully executable guidance.	5 / 5
Workflow Clarity	The install → authenticate → connect → poll-until-ready → search → run sequence is clear with a state-based feedback loop (READY / CLIENT_ACTION_REQUIRED / CONFIGURATION_ERROR), but the "skip to Step 2" reference points to an unlabeled step, a minor navigation gap that keeps it just below a 5.	4 / 5
Progressive Disclosure	Content is well-organized into clearly headed sections with no nested references and no bundle files to mismanage, but as a single ~140-line file with inlined detail (full flags table, clientAction schema) it is not split into one-level-deep references, matching 'good structure with minor organization gaps'.	4 / 5
	Total	17 / 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 cleanly covers both what the skill does and when to use it, anchored to a distinct named platform. Its weakness is generic action verbs and limited trigger-term variation rather than comprehensive concrete triggers.

Suggestions

Replace generic verbs like "Manage data, records" with specific concrete actions (e.g., "sync records, map properties, trigger exports") to lift specificity.

Expand the "Use when" clause with multiple natural trigger phrases (e.g., "Use when the user wants to sync Grouparoo records, map properties, or run Grouparoo exports") for broader trigger coverage.

Add file-format or object synonyms users actually say (records, properties, sources, destinations) to improve trigger-term quality.

Dimension	Reasoning	Score
Specificity	Names the Grouparoo domain and a couple of actions ("Manage data, records, and automate workflows"), but "manage" is generic and the action list is not comprehensive, matching the anchor for 1-2 concrete actions rather than the multi-specific 4.	3 / 5
Completeness	It states both what ("Manage data, records, and automate workflows") and an explicit when ("Use when the user wants to interact with Grouparoo data"), but the when is a single general trigger rather than the concrete multiple trigger phrases that define a 5.	4 / 5
Trigger Term Quality	The natural trigger "Grouparoo data" is present, but coverage is limited to the proper noun with no synonyms or common variations a user might say, fitting the 'some relevant keywords but missing variations' anchor.	3 / 5
Distinctiveness Conflict Risk	Grouparoo is a specific named platform and the triggers revolve around it, giving a clear niche with minimal overlap risk, 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/grouparoo/SKILL.md
Commit: f484c82

Reviewed: ~17 hours ago

Table of Contents

Discovery Implementation Validation

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.