Optimize Agent Browsing

Name: optimize-agent-browsing
Rating: 92
Author: GhostPeony

Analyze an OpenClaw agent's browser tool usage patterns and identify which calls can be migrated from Playwright/CDP to browsy for faster, lighter execution.

Usage

code

/optimize-agent-browsing path/to/agent-config.yaml

What it does

Reviews how an agent uses browser tools and produces a migration plan:

•Usage audit — scans agent configuration, tool definitions, and execution logs for browser-related tool calls (browser, web_browser, playwright_browser, browse_web)
•
Pattern classification — categorizes each browser usage into one of five patterns:
- •Simple navigation (read-only page fetching) — direct browsy replacement
- •Form interaction (login, search, data entry) — browsy handles natively
- •Data extraction (tables, lists, structured content) — browsy tables/find tools
- •JS-heavy SPA (React/Vue rendering required) — keep Playwright
- •Screenshot/visual (pixel-level inspection needed) — keep Playwright
•Tool mapping — for each migratable call, provides the exact browsy tool equivalent
•Performance estimate — projects speed improvement (typically 10x) and memory savings (typically 60x) based on the migration ratio

Workflow

•Read agent configuration file and tool registrations
•Scan for browser tool calls in agent code/prompts
•Classify each call into the 5 patterns above
•
For migratable patterns, map to browsy equivalents:
- •browser.navigate(url) → browsy_browse
- •browser.click(selector) → browsy_click (by element ID instead of CSS selector)
- •browser.type(selector, text) → browsy_type_text
- •browser.get_text(selector) → browsy_find
- •browser.screenshot() → keep Playwright (browsy has no pixel rendering)
•Generate migration checklist

Example output

code

=== Agent Browser Usage Analysis ===

Agent: research-assistant
Browser tool calls found: 12

=== Classification ===

| # | Call                          | Pattern         | Migratable |
|---|-------------------------------|-----------------|------------|
| 1 | browser.navigate(url)         | Navigation      | YES        |
| 2 | browser.get_text("h1")        | Data extraction | YES        |
| 3 | browser.get_text(".results")  | Data extraction | YES        |
| 4 | browser.click(".next")        | Navigation      | YES        |
| 5 | browser.navigate(url)         | Navigation      | YES        |
| 6 | browser.get_table("table")    | Data extraction | YES        |
| 7 | browser.screenshot()          | Visual          | NO         |
| 8 | browser.navigate(url)         | Navigation      | YES        |
| 9 | browser.type("#search", q)    | Form input      | YES        |
|10 | browser.click("#submit")      | Form submit     | YES        |
|11 | browser.wait_for(".loaded")   | JS-heavy SPA    | NO         |
|12 | browser.navigate(url)         | Navigation      | YES        |

=== Summary ===

Migratable: 10/12 calls (83%)
Keep Playwright: 2/12 calls (screenshot, JS wait)

=== Estimated Impact ===

                   Before (Playwright)    After (browsy)
Avg page load:     2.8s                   0.3s
Memory per page:   ~300MB                 ~5MB
Total speedup:     ~10x for migratable calls

=== Migration Checklist ===

- [ ] Install openclaw-browsy plugin
- [ ] Set preferBrowsy: true in plugin config
- [ ] Replace browser.get_text() calls with browsy_find
- [ ] Replace browser.get_table() calls with browsy_tables
- [ ] Keep browser.screenshot() on Playwright (no browsy equivalent)
- [ ] Keep browser.wait_for() on Playwright (JS rendering needed)
- [ ] Test migrated flows with /test-browsy-flow

Requirements

•Agent configuration file or source code accessible in the workspace
•openclaw-browsy plugin available for migration target