connect

Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

Quality

70%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

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tessl review fix ./connect/SKILL.md

Quality

Content

64%

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

This skill provides good actionable guidance with executable code and clear examples for connecting Claude to external services. However, it includes unnecessary marketing content that wastes tokens, and the workflow could benefit from explicit validation steps after authentication. The content organization is decent but monolithic.

Suggestions

Remove marketing content (badges, 'Join 20,000+ developers', promotional CTAs) to improve token efficiency

Add explicit validation step after auth flow: 'Verify connection by running: composio list-connections' or similar

Move the extensive framework support table and full app list to separate reference files (FRAMEWORKS.md, INTEGRATIONS.md)

Dimension	Reasoning	Score
Conciseness	The skill is reasonably efficient but includes some marketing fluff ('Join 20,000+ developers', badges, promotional CTAs) and the comparison table, while illustrative, adds tokens without teaching Claude anything new about how to use the tool.	2 / 3
Actionability	Provides fully executable code examples with real Python/bash commands, concrete natural language examples for common tasks, and clear installation steps. The code block showing MCP server integration is copy-paste ready.	3 / 3
Workflow Clarity	Setup steps are clear and sequential, but the auth flow lacks explicit validation checkpoints. The troubleshooting section helps but there's no feedback loop for verifying successful connection before proceeding with actions.	2 / 3
Progressive Disclosure	Content is reasonably organized with clear sections, but everything is inline in one file. The extensive framework support table and app lists could be split into separate reference files. No external file references for advanced topics.	2 / 3
	Total	9 / 12 Passed

Description

75%

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

This description excels at specificity with concrete actions and well-known service names that serve as natural trigger terms. However, it lacks an explicit 'Use when...' clause which caps completeness, and its broad scope ('1000+ services') creates potential conflict risk with more specialized integration skills.

Suggestions

Add a 'Use when...' clause specifying trigger scenarios, e.g., 'Use when the user wants to automate workflows, integrate services, or take actions in external apps like sending emails or creating tickets.'

Consider narrowing the scope or adding disambiguation guidance to reduce conflict with potential service-specific skills (e.g., 'Use this for cross-service automation; for single-service tasks, prefer dedicated skills if available').

Dimension	Reasoning	Score
Specificity	Lists multiple specific concrete actions: 'Send emails, create issues, post messages, update databases' - these are clear, actionable capabilities with named services (Gmail, Slack, GitHub, Notion).	3 / 3
Completeness	Clearly answers 'what does this do' with specific actions and services, but lacks an explicit 'Use when...' clause or equivalent trigger guidance. The when is only implied through the action verbs.	2 / 3
Trigger Term Quality	Excellent coverage of natural terms users would say: 'emails', 'issues', 'messages', 'databases', plus specific service names (Gmail, Slack, GitHub, Notion) that users commonly reference when requesting integrations.	3 / 3
Distinctiveness Conflict Risk	While it names specific services, the broad scope ('1000+ services', 'any app') could overlap with individual service-specific skills. A dedicated Gmail or Slack skill might conflict with this general integration skill.	2 / 3
	Total	10 / 12 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
description_trigger_hint	Description may be missing an explicit 'when to use' trigger hint (e.g., 'Use when...')	Warning
metadata_version	'metadata' field is not a dictionary	Warning
license_field	'license' field is missing	Warning

	Total	13 / 16 Passed

Repository: ComposioHQ/awesome-claude-skills
Path: connect/SKILL.md
Commit: 362d354

Reviewed: 1 day ago

Table of Contents

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