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An automation testing expert, proficient in unit testing, integration testing, E2E testing, and performance testing. Capable of designing and implementing comprehensive testing strategies to ensure so…
Build a pipeline manifest mapping scripts to inputs, outputs, and paper figures/tables. Optionally add structured headers to scripts. Triggers: 'map my code to paper outputs', 'which script makes whic…
Ghost Security - Software Composition Analysis (SCA) scanner. Scans dependency lockfiles for known vulnerabilities, identifies CVEs, and generates findings with severity levels and remediation guidanc…
v1.0.21 — TDD with baby steps for Go. Use when writing tests, doing TDD, practicing red-green-refactor, or when test cycles feel too large and risky. Also use when the user asks about incremental test…
Use when the user wants a quality trends report — view eval scores over time, content type performance, regression alerts, and quality improvement recommendations.
Salesforce debug log analysis and troubleshooting with 100-point scoring. TRIGGER when: user analyzes debug logs, hits governor limits, reads stack traces, or touches .log files from Salesforce orgs. …
Internal network penetration testing, Active Directory enumeration, and lateral movement simulation.
Reproduce, isolate, and fix a bug (or failing build/test), then summarize root cause, fix, and verification steps. Use when the user reports a bug, regression, or failing build/test and wants a fix.
Generates and maintains end-to-end tests for Flutter apps using Patrol. Use when adding E2E coverage for new features, regression tests for UI bugs, or testing native interactions (permissions, system…
Mocha JavaScript test framework. Use for Node.js testing.
Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL in…
Self-learning test document generator. Generates test documents from requirement documents (PDF/Word/Markdown), supporting persistent memory and continuous learning. Triggers when the user mentions 'g…
Use when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before proceeding, or before making any completion…
Debug functional issues in Python code using specs, logs, and observed behavior. Use when a feature isn't working as specified, when investigating runtime errors, or when scoping a problem before impl…
Execute JavaScript/TypeScript tests with Vitest, supporting coverage, watch mode, and parallel execution. Use for JS/TS test automation.
Guide a safe git rebase of the current branch onto a target branch, including conflict triage and resolution steps. Use when asked to rebase, update a branch, or resolve rebase conflicts.
Evaluate every produced output (code, report, plan, data, API response) against type-specific quality criteria, score 1-10, make accept/reject decisions, and provide actionable improvement suggestions…
Evaluate unzipped EPUB files against the Nordic Accessible EPUB Guidelines (2015-1, 2020-1, or 2025-1), WCAG 2.2 and Nordic MathML Guidelines; includes validation towards Daisy Pipeline (nordic-epub3-…
Provides dependency injection patterns for Spring Boot projects covering constructor-first patterns, optional collaborator handling, bean selection, and validation practices. Use when configuring bean…
Diff Review - analyzes code changes and provides structured feedback before commit
Generates and reviews Salesforce Apex code with 150-point scoring. TRIGGER when: user writes, reviews, or fixes Apex classes, triggers, test classes, batch/queueable/schedulable jobs, or touches .cls/…
Rules for orchestrators handling sub-agent results without lossy re-summarization. Activates when receiving agent output, relaying research results, passing data between agents, or combining agent fin…
SBOM analysis, build pipeline forensics, and dependency verification covering package integrity, build reproducibility, and CI/CD pipeline tampering
Rigorous code review and improvement partner. Trigger: When validating code quality, reviewing implementations, or providing critical feedback.