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mesibo

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

56

Quality

65%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

68%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 executable Membrane CLI guidance with a strong, checkpoint-driven connection workflow. Its main gap is the absence of validation/confirmation steps around action runs and proxy requests, which are destructive/batch-prone on an external messaging platform.

Suggestions

Add a validation/confirmation step before destructive or batch action runs and proxy requests (e.g., confirm with the user before sending messages, dry-run where supported, verify the returned `output` before proceeding).

Include at least one worked Mesibo-specific example (e.g. a full `membrane action run` invocation for sending a message) to show the common-case end-to-end flow.

Merge or differentiate the overlapping 'Searching for actions' and 'Popular actions' sections to remove the duplicated `action list` guidance.

DimensionReasoningScore

Conciseness

Mostly efficient with executable CLI blocks and brief lead-ins, but has minor redundancy between 'Searching for actions' and 'Popular actions' and restates the Membrane-auth benefit in two places.

4 / 5

Actionability

It provides concrete, executable commands with real flags across login, connection, action run, and proxy requests, missing only a worked Mesibo-specific example for a common case like sending a message.

4 / 5

Workflow Clarity

The connection flow is well sequenced with explicit state checkpoints and a poll/handle/repoll loop, but action execution and proxy requests — which can be destructive or batch on an external comms platform — lack validation checkpoints, capping this at 3.

3 / 5

Progressive Disclosure

It is a single well-organized file with clear section headers and no nested references, though the thin 'Mesibo Overview' bullet list could be tightened.

4 / 5

Total

15

/

20

Passed

Description

62%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 pairs a clear trigger ('Use when the user wants to interact with Mesibo data') with a named domain, but its capability verbs are vague. Tightening 'Manage data, records, and automate workflows' into concrete Mesibo actions would lift specificity and completeness.

Suggestions

Replace generic verbs with concrete Mesibo capabilities, e.g. 'Send and receive messages, place voice/video calls, and manage groups and user profiles.'

Add natural trigger synonyms beyond 'data' — e.g. 'messages', 'calls', 'real-time chat', 'Mesibo API'.

Make the 'when' clause more specific, e.g. 'Use when the user wants to send messages, place calls, or manage Mesibo users and groups.'

DimensionReasoningScore

Specificity

It names the domain ('Mesibo integration') and lists actions ('Manage data, records, and automate workflows'), but those actions are generic and abstract rather than concrete Mesibo capabilities.

3 / 5

Completeness

It has both a 'what' (manage data, records, automate workflows) and an explicit 'Use when' clause, but the 'what' is vague enough to keep it just below the comprehensive anchor.

4 / 5

Trigger Term Quality

It includes the natural brand keyword 'Mesibo' and a 'Use when' trigger, but lacks common variations or synonyms beyond 'data' and 'records'.

3 / 5

Distinctiveness Conflict Risk

'Mesibo' is a clearly named niche platform with distinct triggers, with only minor overlap risk from the generic 'data, records' phrasing.

4 / 5

Total

14

/

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
membranedev/application-skills
Reviewed

Table of Contents

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