browser
Web browser automation with AI-optimized snapshots for claude-flow agents
59
51%
Does it follow best practices?
Impact
57%
2.52xAverage score across 3 eval scenarios
Risky
Do not use without reviewing
Optimize this skill with Tessl
npx tessl skill review --optimize ./.claude/skills/browser/SKILL.mdEvaluation results
41%
15%Tech News Headline Tracker
Snapshot optimization and element refs
Uses agent-browser CLI
100%
100%
Opens URL with agent-browser
100%
100%
Snapshot with -i flag
0%
0%
Element refs used for interaction
0%
0%
Re-snapshot after navigation
0%
0%
Core 4-step workflow order
0%
0%
Data saved to file
100%
100%
Uses get text for extraction
0%
0%
No CSS selector fallback
0%
100%
Browser closed at end
0%
100%
74%
67%Open-Source Repository Comparison Tool
Session-based parallel browsing
Uses --session flag
0%
100%
Multiple named sessions
0%
100%
Snapshot -i per session
0%
20%
Element refs in sessions
0%
0%
Parallel or sequential session operations
0%
100%
Session open steps
0%
100%
Re-snapshot within session
0%
0%
Results saved to file
100%
100%
No plain agent-browser without session
0%
100%
Browser sessions closed
0%
100%
60%
23%Automated GitHub Account Search Flow
Sequential interaction with wait handling
Uses agent-browser fill
87%
0%
Uses snapshot -i before each interaction
0%
41%
Element refs for all form interactions
0%
50%
Wait after navigation
86%
100%
Re-snapshot after step transition
0%
16%
Click uses refs
12%
100%
Core workflow order
30%
40%
Wait type is appropriate
87%
100%
Verification step
75%
62%
Browser closed at end
0%
100%
- Repository
- ruvnet/ruv-FANN
- Commit
46f6f8a
- Evaluated
- Agent
- Claude Code
- Model
- Claude Sonnet 4.6
Table of Contents
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