Use Caliper to run real agent tasks with and without a skill, MCP server, or rule change so reliability and token cost are measurable.
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Use Agent QA's CLI and MCP server to author, validate, run, debug, and triage natural-language web and mobile regression tests with persistent test memory and reviewable run evidence.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
Use Agent QA when a coding task needs an application flow verified in a real browser or mobile environment. Agent QA stores tests as reviewable project files, accepts natural-language actions and assertions, and can retain scoped observations from earlier runs. Prefer its MCP tools when available: discover the workspace, inspect configuration, generate canonical IDs, validate test or suite definitions, and enqueue the run. Use the CLI as a fallback. When execution fails, inspect the recorded steps and evidence before changing the test; distinguish an application regression from an outdated instruction or an infrastructure failure. Agent QA can re-observe the interface and try another path during a run, but successful self-healing should still be reviewed before the learned path is trusted for later runs.
Agent QA is currently source-available under FSL-1.1-ALv2. Each release converts to Apache-2.0 after two years. Configured model, browser, or device providers may have separate costs.
Install Agent QA in the project and initialize its workspace:
npm install -D agent-qa
npx agent-qa init
npx agent-qa install-browsers --chromium
For Android or iOS projects, install the required mobile drivers:
npx agent-qa install-mobile-drivers --all
npx agent-qa run <test-file>.Install or set up from the source-backed instructions:
Install with npm install -D agent-qa, then run npx agent-qa init and install the runtime support you need such as npx agent-qa install-browsers --chromium.
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Use Caliper to run real agent tasks with and without a skill, MCP server, or rule change so reliability and token cost are measurable.
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.
Builds citation networks from Semantic Scholar API and CrossRef DOI metadata. Visualizes paper influence graphs using NetworkX, identifies seminal works, and tracks research lineage across fields.
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Exposes Advanced Custom Fields data through the WordPress REST API using register_rest_field and acf_format_value. Handles repeater fields, flexible content layouts, and gallery fields with proper serialization.
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An ASE skill built around ACF Extended, the WordPress enhancement suite for Advanced Custom Fields that adds field types, admin improvements, front-end forms, options pages, and developer tooling. It is a practical fit for agents working inside complex WordPress content models and custom field workflows.
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Converts Advanced Custom Fields field groups into native Gutenberg blocks using the ACF Block API v2 and @wordpress/scripts build pipeline. Maps ACF repeaters, groups, and flexible content to InnerBlocks and block attributes with server-side rendering via acf_register_block_type().
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act is an open-source CLI tool that runs GitHub Actions workflows locally using Docker, enabling fast feedback on workflow changes without pushing to GitHub. It is a standard tool for local Actions development and testing.
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