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cloudmersive

Cloudmersive integration. Manage data, records, and automate workflows. Use when the user wants to interact with Cloudmersive data.

Quality

61%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./skills/cloudmersive/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

63%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 delivers strong, executable Membrane CLI guidance with a well-validated connection workflow, but it is padded by a fluffy intro, a cryptic unexplained capability tree, and an oversized inline action catalog. Tightening those and fixing the dangling step numbering would lift it from good to excellent.

Suggestions

Delete the unexplained 'Cloudmersive Overview' bullet tree or replace it with a one-line capability summary tied to the actions that follow.

Move the 18-row 'Popular actions' table to a references/ file (e.g. references/actions.md) and keep 3–5 flagship examples inline.

Fix the workflow numbering: define Step 1/Step 2 explicitly and renumber or remove the '1b' subsection so 'skip to Step 2' resolves.

DimensionReasoningScore

Conciseness

The CLI guidance is mostly lean commands, but the marketing-flavored intro ('This helps them protect against threats and ensure compliance') and the cryptic 'Cloudmersive Overview' bullet tree ('Document / Metadata / Image / Raw Image / Barcode') add tokens without actionable guidance. It matches anchor 3 (mostly efficient, some unnecessary content) rather than 4 because the useless tree plus the bulk 18-row table exceed minor trimming.

3 / 5

Actionability

Concrete, executable commands appear throughout ('npm install -g @membranehq/cli@latest', 'membrane connection ensure "https://cloudmersive.com" --json', 'membrane action run <actionId> --connectionId=CONNECTION_ID --input \'{"key": "value"}\' --json') plus a proxy flags table. Matches anchor 4 (mostly executable, minor gaps); not 5 because there is no end-to-end worked example and CONNECTION_ID/actionId placeholders must be assembled by the reader.

4 / 5

Workflow Clarity

The sequence (install → login → connection ensure → poll → search actions → run) is clear with explicit state-based validation ('poll until it's ready', CLIENT_ACTION_REQUIRED handling, 'Check the error field' for failure states). Matches anchor 4 (clear sequence, most checkpoints); not 5 because 'skip to Step 2' dangles with no Step 2 heading and the '1b' subsection breaks the numbering.

4 / 5

Progressive Disclosure

A single-file skill with clear section headers, but the 18-row 'Popular actions' catalog is bulk reference material inlined in SKILL.md that belongs in a separate references file. Matches anchor 3 (some structure, content that should be separate is inline); not 2 since sections are well-headed and navigable, not 4 given the volume of inline catalog content.

3 / 5

Total

14

/

20

Passed

Description

41%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 leans on the vendor name for identity but describes the skill in template filler ('Manage data, records, and automate workflows') that neither conveys the concrete security/OCR capabilities documented in the body nor supplies the natural trigger phrases users would say. It is distinguishable mainly by the brand name, not by content.

Suggestions

Replace 'Manage data, records, and automate workflows' with the skill's concrete capabilities, e.g. 'Scan files and websites for viruses and malware, validate emails and URLs, geolocate IPs, and run OCR, barcode, image, and document conversion APIs.'

Add natural trigger phrases to the 'Use when' clause, e.g. 'Use when the user wants to virus-scan a file, check a URL or email for threats, OCR an image, or generate/scan a QR code.'

Drop the vague 'interact with Cloudmersive data' phrasing, which invites overlap with every generic data-integration skill.

DimensionReasoningScore

Specificity

The description names the domain ('Cloudmersive integration') but the actions are entirely generic — 'Manage data, records, and automate workflows' — with no concrete capability named, matching the anchor 'Names the domain but actions are minimal or generic'. It does not reach 3 because no specific action (e.g., virus scanning, OCR, QR generation) is stated, and it is above 1 because the domain is identified.

2 / 5

Completeness

A 'Use when...' clause is present ('Use when the user wants to interact with Cloudmersive data'), so the missing-trigger cap does not apply, but the 'what' ('Manage data, records, and automate workflows') is vague and misaligned with the skill's actual security/OCR capabilities. It sits between anchor 2 (vague what) and anchor 4 (both present, when imprecise), landing at 3 because the 'what' lacks concreteness.

3 / 5

Trigger Term Quality

The only keyword is the vendor name 'Cloudmersive'; the natural phrases a user would say when needing this skill ('virus scan', 'malware', 'scan a file', 'QR code', 'OCR', 'convert to PDF') are all absent, matching anchor 2 (one or two generic keywords). It is not 3 because even the trigger clause 'interact with Cloudmersive data' contains no capability-relevant natural term.

2 / 5

Distinctiveness Conflict Risk

'Cloudmersive' appearing in both the domain statement and the trigger clause gives a clear niche with a distinct trigger, matching anchor 4 (mostly distinct, minor overlap risk). It is not 5 because the boilerplate 'Manage data, records, and automate workflows' overlaps with any generic app-integration skill.

4 / 5

Total

11

/

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

membranedev/application-skills

Path

skills/cloudmersive/SKILL.md

Reviewed

Table of Contents

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