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big-data-cloud-automation

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

53

Quality

60%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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tessl review fix ./composio-skills/big-data-cloud-automation/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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 well-structured and actionable, with concrete tool-call examples and a clear validated workflow. Its main weakness is redundancy—the "search first" guidance and discovery content recur across several sections—which could be consolidated for token efficiency.

Suggestions

Consolidate the repeated "search tools first" guidance into one authoritative location and reference it elsewhere rather than restating it in Prerequisites, Tool Discovery, Core Workflow, and Pitfalls.

Merge or clearly differentiate the Tool Discovery section from Core Workflow Step 1, which currently overlap.

Add an explicit validate-then-retry feedback loop for tool execution results (e.g. on error, re-search and retry) to push workflow clarity higher.

DimensionReasoningScore

Conciseness

Mostly efficient with no concept over-explanation, but "search first" is repeated across Prerequisites, Tool Discovery, Core Workflow Step 1, and Known Pitfalls, and the Quick Reference table restates earlier content, so it could be tightened.

3 / 5

Actionability

Provides concrete, near-copy-paste tool-call blocks (RUBE_SEARCH_TOOLS, RUBE_MANAGE_CONNECTIONS, RUBE_MULTI_EXECUTE_TOOL) with real argument structures; only minor placeholder gaps (TOOL_SLUG_FROM_SEARCH, schema-compliant args).

4 / 5

Workflow Clarity

Clear three-step sequence (discover → check connection → execute) with an explicit ACTIVE-status validation checkpoint and a connection-recovery loop, though the execute step itself lacks an explicit error-retry feedback loop.

4 / 5

Progressive Disclosure

Well-organized single-file skill with clear sections and only a one-level external docs link; no nested references, but the Tool Discovery/Core Workflow overlap is a minor organization gap.

4 / 5

Total

15

/

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 cleanly states what the skill does and is appropriately concise, but it omits any "Use when..." trigger guidance, which limits its discoverability and completeness. It is mostly distinct thanks to the named product but shares framing with sibling Composio skills.

Suggestions

Add an explicit trigger clause, e.g. "Use when automating Big Data Cloud operations or when the user mentions Big Data Cloud tasks."

Include natural synonyms/variations of the trigger term (e.g. "BigDataCloud", "BDC tasks") to broaden keyword coverage.

Replace the generic "Automate ... tasks" with one or two concrete operations to lift specificity above the midpoint.

DimensionReasoningScore

Specificity

Names the domain ("Big Data Cloud tasks") and one concrete action ("search tools first for current schemas"), but "Automate ... tasks" is generic and coverage is not comprehensive.

3 / 5

Completeness

There is a clear "what" ("Automate Big Data Cloud tasks via Rube MCP") but no "Use when..." clause or equivalent trigger guidance, capping completeness at 3 per the guidelines.

3 / 5

Trigger Term Quality

Includes the natural product term "Big Data Cloud" a user would say, but offers no synonyms, variations, or related phrasings beyond the product name.

3 / 5

Distinctiveness Conflict Risk

The named product "Big Data Cloud" gives it a clear niche, but the shared "Rube MCP (Composio)" framing creates minor overlap risk with other Composio toolkit skills.

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.

Validation15 / 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
Reviewed

Table of Contents

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