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bluebubbles

Use when you need to send or manage iMessages via BlueBubbles (recommended iMessage integration). Calls go through the generic message tool with channel="bluebubbles".

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

87%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A tight, highly actionable action menu with clean organization and no token waste. The main gap is the absence of explicit verification/validation steps for operations that have real-world side effects.

Suggestions

Add a brief verification note for side-effectful actions (e.g., after send/edit/unsend, confirm success from the tool response before reporting completion to the user).

Flag which actions are destructive or hard to reverse (unsend, edit, group-participant changes) and recommend confirming with the user before executing them.

Trim or merge the "Ideas to try" section, which largely restates capabilities already shown as examples.

DimensionReasoningScore

Conciseness

The body is lean: a brief overview, an inputs list, and one JSON example per action with no padding explaining what iMessage or BlueBubbles is, respecting Claude's existing competence.

3 / 3

Actionability

Every action is shown as a complete, copy-paste-ready JSON payload with concrete field values, giving fully executable guidance rather than abstract direction.

3 / 3

Workflow Clarity

Actions are clearly enumerated and the "Inputs to collect" section adds a disambiguation checkpoint ("If the user is vague, ask for..."), but there is no explicit validation or outcome-verification step for these side-effectful send/edit/unsend operations, leaving checkpoints implicit.

2 / 3

Progressive Disclosure

Content is well-organized into clearly headed sections (Overview, Inputs, Actions, Notes, Ideas) with a single one-level-deep external pointer ("extensions/bluebubbles/README.md") and no nested reference chains.

3 / 3

Total

11

/

12

Passed

Description

90%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A concise, well-triggered description that clearly states what the skill does and when to use it, with strong distinctiveness. Its only weakness is the generic verb "manage" standing in for the concrete capabilities the body enumerates.

DimensionReasoningScore

Specificity

It names the domain ("iMessages via BlueBubbles") and concrete actions ("send or manage") but "manage" is vague and the rich action set (react, edit, unsend, reply, attachments, effects) is not enumerated, so it is not comprehensive.

2 / 3

Completeness

It answers both what ("send or manage iMessages via BlueBubbles ... through the generic message tool with channel=bluebubbles") and when via an explicit "Use when you need to send or manage iMessages" trigger clause.

3 / 3

Trigger Term Quality

Natural terms a user would actually say are present — "iMessages", "BlueBubbles", "send" — giving good coverage of the trigger vocabulary for this integration.

3 / 3

Distinctiveness Conflict Risk

The BlueBubbles/iMessage niche with a specific channel token is a clear, narrow trigger unlikely to fire for unrelated messaging skills.

3 / 3

Total

11

/

12

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

Total

14

/

16

Passed

Repository
Bitterbot-AI/bitterbot-desktop
Reviewed

Table of Contents

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