From claude-commands
Runs a four-layer minimal repro ladder (unit, end2end, MCP/HTTP API, browser) to reproduce PR blockers quickly with evidence-backed classification.
How this skill is triggered — by the user, by Claude, or both
Slash command
/claude-commands:4layerThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Runs the Four-Layer Minimal Repro ladder to reproduce PR blockers quickly with evidence-backed classification.
Runs the Four-Layer Minimal Repro ladder to reproduce PR blockers quickly with evidence-backed classification.
Primary source is the existing command definition and protocol companion:
.claude/commands/4layer.md.claude/skills/pr-blocker-min-repro.mdRun tests in this order and stop at the first layer that conclusively reproduces the blocker:
$PROJECT_ROOT/tests/)./vpython -m pytest $PROJECT_ROOT/tests/test_[relevant].py -q
$PROJECT_ROOT/tests/test_end2end/)./vpython -m pytest $PROJECT_ROOT/tests/test_end2end/test_[feature]_end2end.py -q
testing_mcp/)./vpython testing_mcp/[domain]/test_[feature]_real.py
testing_ui/)./vpython testing_ui/[domain]/test_[feature]_browser.py
After each test run, capture:
/tmp/worldarchitectai/<branch>/<test>/latest/).rg/grep output)..claude/skills/pr-blocker-min-repro.md for BYOK-specific starter commands and bead note patterns..claude/skills/integration-verification.md for minimum evidence completeness.npx claudepluginhub jleechanorg/claude-commands --plugin claude-commandsFour-layer minimal repro ladder for PR-blocker regressions related to BYOK (Bring Your Own Key) and provider settings, from unit tests through browser UI verification.
Generates complete layered testing strategy (L1-L4 pyramid), plans, architecture, scenarios, code templates, and CI/CD configs for Backend+APP, Backend+WEB, or Backend+APP+Embedded projects.
Systematic debugging techniques for unclear root causes. Uses test bombs (hypothesis elimination) and layered tests (pipeline stage isolation) to narrow down failures.