freshdesk-automation

Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.

1.41x

Quality

66%

Does it follow best practices?

Impact

82%

1.41x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./.trae/skills/freshdesk-automation/SKILL.md

Quality

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 specifying the domain (Freshdesk) and listing concrete entities it operates on, making it distinctive. However, it lacks an explicit 'Use when...' clause which caps completeness, and could benefit from additional natural trigger terms users might use when requesting helpdesk-related assistance.

Suggestions

Add an explicit 'Use when...' clause, e.g., 'Use when the user asks about Freshdesk tickets, customer support workflows, helpdesk automation, or managing contacts and companies in Freshdesk.'

Include common trigger term variations such as 'support tickets', 'customer support', 'help desk', 'ticket management', and 'Freshdesk API' to improve matching.

Dimension	Reasoning	Score
Specificity	Lists multiple specific concrete entities and actions: 'tickets, contacts, companies, notes, and replies' along with the automation context via 'Rube MCP (Composio)'. Also includes the operational guidance to 'search tools first for current schemas.'	3 / 3
Completeness	The 'what' is clearly stated (automate Freshdesk operations including tickets, contacts, etc.), but there is no explicit 'Use when...' clause or equivalent trigger guidance explaining when Claude should select this skill. The when is only implied by the domain.	2 / 3
Trigger Term Quality	Includes relevant keywords like 'Freshdesk', 'helpdesk', 'tickets', 'contacts', 'companies', 'notes', 'replies' which are natural terms. However, it misses common variations users might say like 'support tickets', 'customer support', 'help desk', 'ticket management', or 'CRM'.	2 / 3
Distinctiveness Conflict Risk	The description is highly specific to Freshdesk and the Rube MCP (Composio) integration, making it very unlikely to conflict with other skills. 'Freshdesk' is a distinct product name that creates a clear niche.	3 / 3
	Total	10 / 12 Passed

Implementation

64%

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

This is a comprehensive and highly actionable Freshdesk automation skill with specific tool names, parameters, query syntax examples, and a useful quick reference table. Its main weaknesses are verbosity with repeated information (status/priority mappings, cf_ prefix notes), lack of explicit validation/error-handling steps in workflows, and all content being packed into a single file rather than using progressive disclosure with linked references.

Suggestions

Deduplicate repeated information (status/priority integer mappings, cf_ prefix notes) by consolidating them into the Known Pitfalls or Quick Reference section and referencing that section from workflows.

Add explicit validation checkpoints to workflows, e.g., 'Verify ticket was created by checking the returned ticket_id' or 'If 429 rate limit error, wait and retry'.

Consider splitting detailed parameter lists and pitfalls into a separate REFERENCE.md file, keeping SKILL.md as a concise overview with tool sequences and links to details.

Dimension	Reasoning	Score
Conciseness	The skill is quite lengthy (~200+ lines) with some redundancy—status/priority integer mappings are repeated three times (in create ticket, search tickets, and known pitfalls), and the custom field cf_ prefix note appears twice. The pitfalls sections contain useful non-obvious information, but the overall document could be tightened significantly.	2 / 3
Actionability	Provides specific tool names, exact parameter names, concrete query syntax examples (e.g., `"email:'user@example.com'"`, `"status:2 AND priority:3"`), integer value mappings, and a comprehensive quick reference table. The guidance is directly executable with the MCP tools.	3 / 3
Workflow Clarity	Workflows are clearly sequenced with numbered steps and labeled as Required/Optional/Prerequisite, which is good. However, there are no explicit validation or error-handling checkpoints—no guidance on what to do if a tool call fails, returns unexpected results, or hits rate limits. For operations like replying to tickets or creating contacts, verification steps are missing.	2 / 3
Progressive Disclosure	The content is well-structured with clear sections and a quick reference table, but it's monolithic—all content is inline in a single file. The detailed parameter lists and pitfalls for each workflow could be split into separate reference files, with the main SKILL.md serving as a concise overview with links.	2 / 3
	Total	9 / 12 Passed

Validation

90%

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 — 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: 26 days ago

Table of Contents

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