Automate Bigmailer tasks via Rube MCP (Composio). Always search tools first for current schemas.
67
53%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Advisory
Suggest reviewing before use
Optimize this skill with Tessl
npx tessl skill review --optimize ./composio-skills/bigmailer-automation/SKILL.mdQuality
Discovery
22%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 is too vague to effectively guide skill selection. It names the target platform (Bigmailer) but fails to specify what actions are possible or when Claude should use this skill. The implementation note about searching tools first is unhelpful for skill selection purposes.
Suggestions
Add specific actions the skill can perform (e.g., 'Send email campaigns, manage subscriber lists, create email templates, track campaign analytics').
Add a 'Use when...' clause with trigger terms like 'email marketing', 'Bigmailer', 'email campaigns', 'subscriber management', 'newsletter'.
Remove implementation details ('Always search tools first') and replace with user-facing capability descriptions.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description uses vague language like 'Automate Bigmailer tasks' without specifying what tasks can be automated. No concrete actions are listed (e.g., send campaigns, manage subscribers, create templates). | 1 / 3 |
Completeness | The 'what' is extremely vague ('Bigmailer tasks') and there is no 'Use when...' clause or equivalent trigger guidance. The instruction to 'search tools first' is implementation detail, not usage guidance. | 1 / 3 |
Trigger Term Quality | Includes 'Bigmailer' which is a specific product name users might mention, but lacks natural variations or common email marketing terms users would say (e.g., 'email campaigns', 'newsletters', 'mailing lists'). | 2 / 3 |
Distinctiveness Conflict Risk | 'Bigmailer' is a specific product name which helps distinguish it, but 'Automate tasks via Rube MCP (Composio)' is generic and could conflict with other Composio-based automation skills. | 2 / 3 |
Total | 6 / 12 Passed |
Implementation
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-structured skill that efficiently guides Claude through Bigmailer automation via Rube MCP. The workflow is clear with appropriate validation steps, and the content respects token budget. The main weakness is that tool call examples are illustrative rather than truly executable, though this may be acceptable given the dynamic nature of MCP tool schemas.
Suggestions
Consider showing one complete, real-world example workflow (e.g., 'Send a campaign') with actual tool slugs and arguments to make the guidance more concrete and copy-paste ready
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, avoiding explanations of basic concepts. Every section serves a purpose with no padding or unnecessary context about what Bigmailer or Composio are. | 3 / 3 |
Actionability | Provides concrete tool call patterns with parameter examples, but uses pseudo-code style rather than actual executable code. The tool calls show structure but aren't copy-paste ready for any specific MCP client implementation. | 2 / 3 |
Workflow Clarity | Clear 3-step workflow pattern with explicit sequencing (discover → check connection → execute). Includes validation checkpoint for connection status before proceeding, and the Known Pitfalls section provides error prevention guidance. | 3 / 3 |
Progressive Disclosure | Well-organized with clear sections progressing from prerequisites to setup to workflow to pitfalls. External reference to Composio docs is one level deep. Quick reference table provides efficient navigation for common operations. | 3 / 3 |
Total | 11 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 10 / 11 Passed | |
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Table of Contents
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