helpdesk-automation
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
72
58%
Does it follow best practices?
Impact
97%
2.69xAverage score across 3 eval scenarios
Advisory
Suggest reviewing before use
Optimize this skill with Tessl
npx tessl skill review --optimize ./.trae/skills/helpdesk-automation/SKILL.mdQuality
Discovery
67%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 does a good job listing specific capabilities and naming the integration (Rube MCP/Composio), making it distinctive and actionable. Its main weakness is the absence of an explicit 'Use when...' clause, which would help Claude know exactly when to select this skill. Trigger terms could also be expanded to cover more natural user phrasings.
Suggestions
Add an explicit 'Use when...' clause, e.g., 'Use when the user asks about HelpDesk tickets, support queues, canned responses, or Composio/Rube MCP integrations.'
Include common user-facing synonyms and variations such as 'support tickets', 'customer support', 'help desk', 'ticket management' to improve trigger term coverage.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'list tickets', 'manage views', 'use canned responses', 'configure custom fields'. Also includes a procedural instruction ('search tools first for current schemas'). | 3 / 3 |
Completeness | Clearly answers 'what does this do' (automate HelpDesk tasks via Rube MCP with specific actions listed), but lacks an explicit 'Use when...' clause or equivalent trigger guidance, which caps this at 2 per the rubric. | 2 / 3 |
Trigger Term Quality | Includes relevant terms like 'HelpDesk', 'tickets', 'views', 'canned responses', 'custom fields', and 'Rube MCP (Composio)'. However, it misses common user variations like 'support tickets', 'customer support', 'help desk' (two words), or 'ticket management'. | 2 / 3 |
Distinctiveness Conflict Risk | The description is highly specific to HelpDesk automation via Rube MCP (Composio), naming a particular tool and domain. This creates a clear niche that is unlikely to conflict with other skills. | 3 / 3 |
Total | 10 / 12 Passed |
Implementation
50%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill provides a reasonable overview of HelpDesk automation via Rube MCP with clear tool names, parameters, and setup steps. However, it suffers from significant redundancy (pagination explained 3 times), lacks executable examples with actual call syntax, and includes explanatory content about basic concepts (what canned responses are, what custom fields are) that Claude doesn't need. The workflows are mostly trivial single-tool operations dressed up as multi-step sequences.
Suggestions
Consolidate pagination documentation into a single section instead of repeating it in Core Workflows, Common Patterns, and Known Pitfalls.
Add at least one concrete, executable MCP call example showing actual parameter values (e.g., a real RUBE_SEARCH_TOOLS or HELPDESK_LIST_TICKETS invocation with sample parameters and expected response shape).
Remove explanatory 'Pitfalls' entries that just define what a concept is (e.g., 'Canned responses are predefined templates for common replies') — Claude already knows this.
Add error handling guidance: what does a failed response look like, and what should Claude do when pagination cursors are missing or API returns 429?
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill has significant redundancy — pagination details are explained three times (in the List Tickets workflow, Common Patterns section, and Known Pitfalls). The 'Pitfalls' sections for views, canned responses, and custom fields mostly explain what those concepts are, which Claude already knows. Could be tightened by ~40%. | 2 / 3 |
Actionability | Tool names and parameters are clearly listed, but there are no executable code examples or actual MCP call syntax. The 'Common Patterns' section uses pseudocode-style numbered steps rather than concrete invocation examples with real parameter values. The setup steps are clear but lack specific command/call syntax. | 2 / 3 |
Workflow Clarity | The setup sequence is well-ordered with a validation checkpoint (confirm ACTIVE status). However, the core workflows are mostly single-tool operations listed as 'sequences' of one step. The pagination workflow lacks error handling or validation — no mention of what to do if cursor values are malformed or responses are unexpected. No feedback loops for error recovery. | 2 / 3 |
Progressive Disclosure | The content is structured with clear sections and a quick reference table, which is good. However, it's somewhat monolithic — the repeated pagination details and pitfalls sections could be consolidated or split out. The external link to Composio docs is present but there are no references to supplementary files for detailed schemas or advanced patterns. | 2 / 3 |
Total | 8 / 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 | |
- Repository
- Lingjie-chen/MT5
- Commit
3069d33
- Reviewed
Table of Contents
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