Results for “quality-manual”

Runs a complete quality engineering audit on any codebase, deriving behavioral requirements, generating spec-traced tests, performing multi-pass code review, and producing a consolidated bug report with verified patches.

Review pull requests against repository standards using automated validation and manual content review.

Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2 for HealthTech and MedTech companies.

Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides quality system governance, management review leadership, regulatory compliance oversight, and quality performance monitoring per ISO 13485 Clause 5.5.2.

"Quality" is unmanageable until it is a set of numbers with agreed definitions.

Audit and implement behavior-preserving cleanup across types, dead code, dependencies, errors, and comments

Manage, inventory, standardize, migrate, and test reusable Codex skills for the MetaSkill repository. Use when Codex needs to inspect local skills, convert a personal workflow into a public skill candidate, normalize skill folder shape, plan skill promotion, or decide whether a skill belongs in skill-management, publication-review, or skill-examples.

Defines quality standards and validation checklists for agent workflows, Python tools, and documentation, including automated checks and pre-commit gates.

CQO quality and operational governance lead. Owns gates, regression strategy, memory hygiene, port/service policy, and archive approval.

Use before delivering any documentation to validate quality, accuracy, and completeness. This skill provides a checklist for reviewing all documentation deliverables to ensure they meet minimum quality standards before distribution.

Perform code audits for quality, security, and maintainability. TRIGGERS - Use when user needs help with code-audit related tasks.

Enforces principal-engineer-level Python code quality: formatting, type safety, idiomatic patterns, class and function design, and anti-pattern prevention.

Quality Gates

Master Test Architect and Quality Advisor. Use when the user asks to talk to Murat or requests the Test Architect.

Post-implementation quality gate that reviews changes, fixes small issues (scout rule), creates tasks for medium issues, and generates analysis for large issues.

Measures code quality, identifies code smells, and implements quality gates using static analysis and technical debt tracking.

Produce a plain-language manual test plan from the context supplied to it — an executive summary, a high-level list of named tests, and a detail section per test with the steps a person follows by hand and the outcomes they should expect. Use when you want to create, draft, generate, or outline a manual test plan, manual QA steps, hands-on verification steps, or an acceptance walkthrough for a feature, change, branch, plan, or PR. When the plan holds more than five tests and at least two natural categories emerge, both the test list and the detail sections are organized under plain-language categories. When nothing in the supplied context can be manually tested, it says so and asks for more context instead of producing a document. Does not analyze code for automated test coverage gaps — use automated-test-planning. Does not write test code — use tdd. Does not review code quality — use code-review. Does not stress-test an existing plan — use iterative-plan-review.

Design APQP plans for product quality. TRIGGERS - Use when user needs help with apqp-plan related tasks.

Validate SKILL.md files against a quality rubric, scoring schema and instruction structure out of 100 and reporting a pass/fail verdict with specific fixes.

Evaluate LLM outputs systematically — benchmarks, automated metrics, human preference, and regression tracking

12 regulatory & QM agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. ISO 13485 QMS, MDR 2017/745, FDA 510(k)/PMA, ISO 27001 ISMS, GDPR/DSGVO, risk management (ISO 14971), CAPA, document control, auditing. Python tools (stdlib-only).

Design APQP plans for product quality. TRIGGERS - Use when user needs help with apqp-plan related tasks.

Evaluates execution outcomes against defined success criteria, scoring each criterion and producing a structured verdict with actionable feedback.

Reviews cohesion, naming, responsibility, complexity, and maintainability. Do not use as a default companion to every code change.

Test quality inspection framework for reviewing test coverage, identifying gaps, and ensuring comprehensive validation

Create, synthesize, and iteratively improve agent skills following the Agent Skills specification. Handles source capture, precision passes, authoring, registration, and validation.

Manage CAPA investigations, root cause analysis, corrective action planning, and effectiveness verification for medical device quality management systems.

Perform code audits for quality, security, and maintainability. TRIGGERS - Use when user needs help with code-audit related tasks.

Audits UX quality of a codebase or validates implementation against design mockups, then fixes issues and commits changes.

Create or update Cursor agent skills (SKILL.md). Use when authoring a new skill, updating an existing skill, or asking about SKILL.md structure and best practices.

5 维度质量评审和 Anti-Slop 检测框架，用于确保设计产出达到品牌级水准。 包含评审标准、检测清单、评分规则和修复建议模板。 触发词：质量审查、评审、Anti-Slop、检测、评分、门控

Turn model work into a production ML system with data contracts, repeatable training, measurable quality gates, deployable artifacts, and operational monitoring.