FEATURE
Playwright Browser Automation for Coding Agents →
Automate local Playwright browser actions, including private field copy, batch checkboxes, native drag and drop, and approval-gated custom controls.
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Tools with a defined
job and boundary.
Understand what each feature does, what state it sees, and where a person or larger model remains responsible.
FEATURE
Choice, Score, and Yes/No MCP Decisions →
Ask one to eight bounded Choice, Score, or yes/no questions in a single MCP request and inspect each answer's probability, confidence source, and calibration status.
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Free Local AI Models and Privacy Controls →
Run the default semantic embedding baseline on your CPU, optionally request a supported GPU backend, or connect an OpenAI-compatible local or remote endpoint.
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Free Local NLI Decisions for Coding Agents →
Run bounded zero-shot text classification for coding-agent decisions with a free, optional Apache-2.0 local model and no hosted inference account.
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