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apiflash-automation

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

53

Quality

67%

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/apiflash-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 concise, actionable, and well-sequenced with an explicit connection-status checkpoint, succeeding as a self-contained single-file skill with only minor organizational and validation-loop gaps.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence, avoiding explanations of MCP or Apiflash; the only minor redundancy is the connection steps appearing in both Prerequisites and Setup.

4 / 5

Actionability

Provides concrete, near-executable MCP call snippets with field names (e.g., RUBE_SEARCH_TOOLS with queries/session), with only minor gaps like placeholder "your_session_id" values.

4 / 5

Workflow Clarity

Sequenced Setup (verify search -> connect -> auth link -> confirm ACTIVE) plus a Core Workflow Pattern and an explicit validation checkpoint (confirm ACTIVE before running); not a full validate->fix->retry feedback loop, so it sits below 5.

4 / 5

Progressive Disclosure

No bundle files exist, so the single self-contained file with well-organized sections (Prerequisites, Setup, Tool Discovery, Core Workflow, Pitfalls, Quick Reference) is well structured; minor gaps like the Quick Reference table that could live in a reference file keep it below 5.

4 / 5

Total

16

/

20

Passed

Description

46%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 narrowly scoped and distinct but leans on technical jargon and omits an explicit "Use when" trigger clause, leaving its when-to-invoke guidance only weakly implied.

Suggestions

Add a "Use when..." clause naming natural user triggers (e.g., scraping, capturing screenshots, or running Apiflash API calls) to raise completeness above the missing-trigger cap.

Replace generic phrasing ("Automate Apiflash tasks") with 1-2 concrete actions the toolkit performs.

Add at least one plain-language keyword users would actually say alongside the technical terms.

DimensionReasoningScore

Specificity

Names the domain ("Apiflash tasks via Rube MCP (Composio)") and one concrete action ("Always search tools first for current schemas"), but "Automate Apiflash tasks" is itself a generic action and the coverage of concrete capabilities is minimal.

3 / 5

Completeness

It states clearly what the skill does ("Automate Apiflash tasks via Rube MCP") but contains no "Use when..." trigger clause, so completeness is capped at 3 per the missing-trigger guideline.

3 / 5

Trigger Term Quality

Keywords are almost entirely technical jargon ("Apiflash", "Rube MCP", "Composio", "schemas") with no natural user phrases such as "scrape" or "screenshot an API"; falls below the midpoint between generic-jargon and partial-natural-terms anchors.

2 / 5

Distinctiveness Conflict Risk

The narrow pairing of a specific third-party toolkit (Apiflash) with a specific integration (Rube MCP/Composio) carves a distinct niche with only minor overlap risk against other Composio automation skills.

4 / 5

Total

12

/

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/apiflash-automation/SKILL.md

Reviewed

Table of Contents

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