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amcards-automation

Automate Amcards tasks via Rube MCP (Composio). Always search tools first for current schemas.

56

Quality

70%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./composio-skills/amcards-automation/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

75%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 body is a well-structured, mostly executable guide with a clear workflow and validation checkpoint for connection status. Its main weaknesses are minor redundancy and the absence of an explicit tool-execution failure/retry feedback loop.

Suggestions

Add a brief "If execution fails" step (e.g., re-run RUBE_SEARCH_TOOLS for current schemas, then retry) to close the feedback loop for batch/tool operations.

De-duplicate the "Tool Discovery" section and "Core Workflow Step 1" to remove redundant content.

Consider collapsing the "Prerequisites" and "Setup" sections, which overlap on the connection-active requirement.

DimensionReasoningScore

Conciseness

The body is lean, mostly code blocks and short directives, and assumes Claude's competence without explaining what MCP/Composio/Amcards are; minor redundancy between the "Tool Discovery" and "Core Workflow Step 1" sections keeps it just below a 5.

4 / 5

Actionability

Provides concrete, executable call structures for RUBE_SEARCH_TOOLS, RUBE_MANAGE_CONNECTIONS, and RUBE_MULTI_EXECUTE_TOOL with real parameter shapes and a direct MCP endpoint URL; appropriate placeholders and a couple of minor gaps keep it from a 5.

4 / 5

Workflow Clarity

A clear 3-step sequence (Discover → Check Connection → Execute) with an explicit validation checkpoint (confirm ACTIVE status before running) and pagination-completion guidance; the missing tool-execution error-recovery feedback loop keeps it from a 5.

4 / 5

Progressive Disclosure

Well-organized into distinct sections with no external bundle files needed (and none missing); the small overlap between the standalone "Tool Discovery" section and "Core Workflow Step 1" is a minor organization gap versus a clean 5.

4 / 5

Total

16

/

20

Passed

Description

53%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 clearly identifies the niche (Amcards via Rube MCP/Composio) and includes an operational directive, but lacks an explicit "Use when..." trigger and broad natural-keyword coverage. It is solid but not exemplary.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user wants to automate Amcards tasks or mentions Amcards workflows."

Broaden natural trigger terms (e.g., "Amcards cards", "Amcards contacts", "Amcards automation") so users' phrasings map to the skill.

Optionally list 1-2 concrete capabilities (e.g., "create and update Amcards cards") to lift specificity.

DimensionReasoningScore

Specificity

Names the Amcards domain and one concrete action ("Automate Amcards tasks") plus an operational directive ("search tools first"), but does not list several specific actions for comprehensive coverage.

3 / 5

Completeness

Has a clear "what" (automate Amcards tasks via Rube MCP) but no "Use when..." clause, so the "when" is only weakly implied, capping completeness at 3 per the guidelines.

3 / 5

Trigger Term Quality

Includes the natural phrase "Automate Amcards tasks" but otherwise leans on tool/jargon names (Rube MCP, Composio) without synonyms or common variations users might say.

3 / 5

Distinctiveness Conflict Risk

Names a specific app (Amcards) with a distinct toolkit, giving a clear niche and low conflict risk, though trigger-phrase coverage is not comprehensive enough for a 5.

4 / 5

Total

13

/

20

Passed

Validation

93%

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

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

ComposioHQ/awesome-claude-skills

Path

composio-skills/amcards-automation/SKILL.md

Reviewed

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