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Display and control HTML content on connected Bitterbot nodes (Mac, iOS, Android) via the canvas host server. Use when presenting games, visualizations, dashboards, or interactive demos on a connected device, navigating canvas URLs, capturing canvas snapshots, or debugging canvas connectivity.

71

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

Highly actionable with a clear sequenced workflow and debugging feedback loop, but it carries some redundant prose and is a monolithic file that does not progressively disclose detail via referenced bundle files.

Suggestions

Trim the Overview section and filler lines ('Great for development!', 'Great for:') to avoid restating the description and reduce token overhead.

Move the detailed Debugging guide and/or Configuration reference into separate referenced files (e.g. DEBUGGING.md, CONFIG.md) and link to them one level deep, keeping SKILL.md as a lean overview.

Add a quick validation checkpoint in the present workflow (e.g. `curl` the URL before calling `canvas action:present`) so failures surface before presenting to a node.

DimensionReasoningScore

Conciseness

Mostly efficient and domain-specific, but the Overview section restates the description and padding like 'Great for development!' and 'Great for:' could be trimmed; not a clean lean-3.

2 / 3

Actionability

Provides copy-paste-ready, executable commands throughout — the heredoc file creation, `jq` config lookups, `tailscale status`, `bitterbot nodes list`, `lsof`, `curl`, and a real `canvas action:present … target:<full-url>` example.

3 / 3

Workflow Clarity

A clear numbered 1–5 sequence (create → find URL → find nodes → present → navigate/snapshot/hide) plus a Debugging section with a check-bind/check-port/test-URL feedback loop; operations are non-destructive so no validation cap applies.

3 / 3

Progressive Disclosure

Well-sectioned but a ~200-line monolithic single file with no external references; content such as the full debugging guide and config reference is inline rather than split into one-level-deep referenced files.

2 / 3

Total

10

/

12

Passed

Description

100%

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 strong, third-person description that states concrete capabilities and gives an explicit 'Use when' trigger clause covering natural user phrasings. It is concise and distinct from other skills.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Display and control HTML content', 'presenting games, visualizations, dashboards, or interactive demos', 'navigating canvas URLs, capturing canvas snapshots, or debugging canvas connectivity' — matching the 'Lists multiple specific concrete actions' anchor.

3 / 3

Completeness

Explicitly answers both what ('Display and control HTML content on connected Bitterbot nodes…') and when ('Use when presenting games…navigating canvas URLs, capturing canvas snapshots, or debugging canvas connectivity').

3 / 3

Trigger Term Quality

Covers natural terms a user would say — 'games, visualizations, dashboards, interactive demos', 'canvas snapshots', 'canvas connectivity' — giving good coverage of common phrasings rather than just jargon.

3 / 3

Distinctiveness Conflict Risk

Scoped to a clear niche (canvas rendering on connected Bitterbot Mac/iOS/Android nodes) with triggers unlikely to fire for unrelated skills.

3 / 3

Total

12

/

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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