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camoufox-cli

Anti-detect browser automation CLI & Skills for AI agents. Use when the user needs to interact with websites with bot detection, CAPTCHAs, or anti-bot blocks, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task that requires bypassing fingerprint checks.

71

Quality

88%

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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 clear workflows and validation checkpoints, but it underuses its own reference bundles — inlining a full command reference that duplicates commands.md instead of linking to it, and repeating the timeouts guidance across two sections.

Suggestions

Replace the inline 'Essential Commands' section with a brief command overview plus a pointer to references/commands.md, so the detailed reference lives one level deep rather than duplicated in the body.

Link to references/snapshot-refs.md from the 'Ref Lifecycle (Important)' section instead of restating ref mechanics inline.

Merge 'Timeouts and Slow Pages' into 'Timeouts and Cold-Start Cost' to remove the duplicated wait/wait --url guidance.

DimensionReasoningScore

Conciseness

Mostly efficient command/example density, but the inline 'Essential Commands' block duplicates the commands.md reference, and 'Timeouts and Slow Pages' repeats 'Timeouts and Cold-Start Cost' — content that could be tightened.

2 / 3

Actionability

Fully executable, copy-paste-ready commands with concrete refs (@e1) and realistic chained examples — every token instructs rather than describes.

3 / 3

Workflow Clarity

The Core Workflow is clearly sequenced (Navigate → Snapshot → Interact → Re-snapshot → Close) and the Ref Lifecycle section provides explicit re-snapshot validation checkpoints with WRONG/CORRECT contrast for error recovery.

3 / 3

Progressive Disclosure

Bundle files commands.md and snapshot-refs.md exist but are never referenced from the body; instead their content is inlined as 'Essential Commands', so content that should be separate stays inline and navigation to the references is not signaled.

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 description: third-person voice, concrete actions, natural trigger terms, and an explicit 'Use when...' clause covering both what and when. No over-claims or vague fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps' — matching the 'lists multiple specific concrete actions' anchor; not just naming a domain.

3 / 3

Completeness

Explicitly answers both what ('Anti-detect browser automation CLI') and when ('Use when the user needs to interact with websites with bot detection...'), satisfying the explicit-trigger anchor.

3 / 3

Trigger Term Quality

Natural trigger terms a user would say ('bot detection, CAPTCHAs, anti-bot blocks, fingerprint checks') give good coverage of common variations, beyond technical jargon.

3 / 3

Distinctiveness Conflict Risk

The anti-detect / fingerprint-bypass niche is distinct from general browser skills and tied to specific triggers, making a wrong-skill conflict unlikely.

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
fastclaw-ai/fastclaw
Reviewed

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