quality-convergence-engine
Multi-dimensional Quality Acceptance and Problem Convergence Engine - Deeply deconstruct requirements, eliminate extreme defects, define absolutely objective…
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Updated 10-31 00:15
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Multi-dimensional Quality Acceptance and Problem Convergence Engine - Deeply deconstruct requirements, eliminate extreme defects, define absolutely objective…
Systematically trace bugs backward through call stack to find original trigger
Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with…
Write the test first, watch it fail, write minimal code to pass
Never test mock behavior. Never add test-only methods to production classes. Understand dependencies before mocking.
Unified verification skill combining document alignment, implementation correctness, UI design alignment, and development readiness checks. Supports --docs,…
Design traceable UT/IT/E2E test case documents based on keel requirements. Write test code with testing-guide; run suites with test-run.
Run the keel project's test suite and generate a report, checking affected tests and traceability coverage. For black-box testing of a running system, use e2e-test-flow.
Binding placement rules, plus the measure, quarantine, consolidate remediation ladder for degraded suites. TRIGGER WHEN: creating or placing any test file,…
Debug issues in wp-admin on a local WordPress dev environment. Use when the user asks to debug wp-admin, test admin flows, check console errors, tail PHP logs,…
Test-first implementation of one change, with expected values taken from the spec, the issue, or the user's request, intact tests, and an independent review of…
Audit existing tests for real behavioural confidence, invalid assertions, over-mocking, missing coverage, flakiness, async mistakes, fixture risk, UI test…
Test-driven development using the approved SPEC SDD as the source of truth. Reads `.specs/SPEC-{YYYYMMDD}-{feature}.md`, turns requirements and acceptance…
Use when the user wants two AI tools to argue a question: 'debate', 'argue about', 'stress test idea', 'devil advocate', 'codex vs gemini'. Runs proposer and…
Look up the latest news for the user from specified news sites. Provides authoritative URLs for politics, finance, society, world, tech, sports, and…
Independent second-opinion code review using Codex CLI. Use when: wanting an external AI reviewer's perspective, cross-validating before push, getting a…
AI-powered E2E testing for any app. Test 8 platforms with natural language — no test code needed.
Run edit, real check, read the actual error, fix the root cause, rerun, until the check passes or the cap is hit. Use when you change code that has tests, a…
Use when asked to find Bugs, uncover more repository defects, audit one or many repos for security, reliability, data-integrity, recovery, permission, or…
Evaluates the quality of cohort studies using the Newcastle-Ottawa Scale (NOS). Use when the user provides a cohort study article or text and needs a quality…
Analyzes clinical diagnostic accuracy studies for bias using the QUADAS-2 tool. Use when Claude needs to assess the quality, risk of bias, or applicability of…
Transforms biochemical lab test results into clear, patient-friendly explanations. Covers blood routine, lipid panel, liver/kidney function, thyroid,…
Assess bias in medical prediction model studies using PROBAST tool. Use when user wants to evaluate the quality or risk of bias of a medical paper (text or…
Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias…