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apilio-automation

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

56

Quality

70%

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/apilio-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 skill body is concise, actionable, and well-structured with concrete Rube MCP invocations and clear workflow checkpoints. The main gaps are placeholder/pseudocode arguments and the absence of an explicit error-recovery feedback loop.

Suggestions

Add an explicit validate -> fix -> retry loop for failed RUBE_MULTI_EXECUTE_TOOL calls (e.g., check the response status, re-run RUBE_SEARCH_TOOLS on schema errors, retry).

Replace placeholder arguments ('your_session_id', '/* schema-compliant args */') with a fully worked example so guidance is copy-paste ready.

Dedupe the 'always search first' guidance so it appears once, tightening conciseness toward a 5.

DimensionReasoningScore

Conciseness

The body is lean and avoids explaining concepts Claude already knows, with only minor descriptive repetition (the 'always search first' guidance appears in both Prerequisites and Pitfalls) that could be trimmed.

4 / 5

Actionability

Provides concrete code blocks with real field names, but placeholders like 'your_session_id' and '/* schema-compliant args */' prevent fully copy-paste-ready execution.

4 / 5

Workflow Clarity

A clear Discover -> Check connection -> Execute sequence with explicit ACTIVE-status checkpoints, but it lacks an explicit validate -> fix -> retry feedback loop for failed tool executions.

4 / 5

Progressive Disclosure

Content is well organized into clearly labeled sections with no nested references and one external doc link, though no bundle files exist to demonstrate one-level-deep reference structure.

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 is concise and names a distinct niche, but it omits an explicit trigger ('Use when...') and does not enumerate concrete Apilio operations, capping both completeness and specificity at 3. Adding a use-when clause and listing specific actions would raise it.

Suggestions

Add a 'Use when ...' clause stating the natural user triggers (e.g., 'Use when automating Apilio workflows, rules, or connections').

Enumerate 2-3 concrete Apilio operations the skill performs instead of the generic 'Automate Apilio tasks'.

Include natural synonyms or file/field terms users might say to improve trigger-term coverage.

DimensionReasoningScore

Specificity

Names the domain ('Apilio tasks') and one concrete action ('search tools first') but does not enumerate the specific Apilio operations it automates, so coverage is not comprehensive.

3 / 5

Completeness

States a clear 'what' (automate Apilio tasks via Rube MCP) but provides no explicit 'Use when...' trigger; per the rubric, a missing trigger clause caps completeness at 3.

3 / 5

Trigger Term Quality

Includes relevant keywords ('Apilio', 'Rube MCP', 'search tools') but lacks common variations or natural use-case phrases a user might say.

3 / 5

Distinctiveness Conflict Risk

The 'Apilio' niche plus 'Rube MCP (Composio)' is mostly distinct with only minor overlap risk against other integration-automation 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.

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/apilio-automation/SKILL.md

Reviewed

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