Use when you need to generate a complete test suite for a project — dispatches test-strategist, unit-test-writer, integration-test-writer, e2e-test-writer, and test-reviewer in sequence to produce strategy, implementation, and review artifacts. Covers test pyramid design, unit/integration/E2E implementation, coverage…
Use when you need to define or improve test coverage metrics, set mutation testing targets, or analyze coverage reports — provides coverage threshold recommendations, mutation testing setup, and gap analysis patterns. Also triggers on: re-run, update, revise, supplement.
Use when you need reference patterns for structuring tests — provides Given/When/Then, test doubles taxonomy, test data builders, and common testing idioms for unit, integration, and E2E contexts. Also triggers on: re-run, update, revise, supplement.
Use when facilitating or reviewing an incident postmortem to ensure blameless culture principles are followed — detects blame language, applies psychological safety guidelines, and provides rewrite suggestions for action items and findings. Covers blameless language review, psychological safety coaching, Just Culture…
Use when conducting a structured incident postmortem after a production outage, degradation, or SEV1–SEV4 event. Dispatches incident-analyst, root-cause-investigator, impact-assessor, and action-planner in sequence to reconstruct the timeline, identify root causes, quantify SLO/customer impact, and produce a…
Use when designing and implementing cloud infrastructure as code — dispatches infra-architect, terraform-specialist, k8s-specialist, security-hardener, and infra-reviewer in sequence to produce a complete, hardened IaC stack. Covers multi-cloud architecture design through Terraform modules, Kubernetes manifests…
Use when securing Kubernetes workloads and clusters — provides CIS Kubernetes Benchmark controls, Pod Security Standards configuration, NetworkPolicy templates, and RBAC hardening patterns. Also triggers on: re-run, update, revise, supplement.
Use when working with Terraform infrastructure code — provides module structure patterns, remote state configuration, workspace-per-environment guidance, and security scanning templates for checkov/tfsec. Also triggers on: re-run, update, revise, supplement.
Use when designing or building a data pipeline — dispatches pipeline-architect, ingestion-specialist, transformation-engineer, quality-monitor, and pipeline-reviewer in sequence to deliver a complete, production-ready data pipeline design. Covers batch and streaming architectures, ETL/ELT transformation with dbt and…
Use when configuring data quality monitoring — provides quality dimension definitions, Great Expectations patterns, data contract templates, and dbt test configurations for comprehensive data validation. Also triggers on: re-run, update, revise, supplement.
Use when implementing data transformation pipelines — provides ELT vs ETL decision framework, dbt project structure best practices, Spark optimization patterns, and incremental processing strategies. Also triggers on: re-run, update, revise, supplement.
Use when you need OWASP Top 10 2021 reference data — provides detailed descriptions, code examples, and mitigations for all 10 categories (A01–A10). Supporting skill for the security-audit harness. Also triggers on: re-run, update, revise, supplement.
Use when performing a comprehensive security audit of a codebase, application, or system — dispatches threat-modeler, code-security-analyst, dependency-auditor, and config-reviewer in a pipeline, then synthesizes findings into a prioritized security report with CVSS scoring and remediation roadmap. Covers threat…
Use when scoring, classifying, or prioritizing security vulnerabilities — provides CVSS v3 scoring guide, severity classification criteria, patch SLA framework, and exploitability assessment methodology. Supporting skill for the security-audit harness. Also triggers on: re-run, update, revise, supplement.
Use when measuring or optimizing Core Web Vitals — provides LCP/INP/CLS targets, measurement tool configurations, and optimization techniques for each vital metric. Also triggers on: re-run, update, revise, supplement.
Use when optimizing database query performance -- provides EXPLAIN plan interpretation patterns, index tuning strategies, N+1 query detection and fixes, and query rewrite patterns for PostgreSQL, MySQL, and common ORMs. Also triggers on: re-run, update, revise, supplement.
Use when optimizing application or system performance — dispatches profiling-analyst, frontend-optimizer, backend-optimizer, infra-tuner, and performance-reviewer to identify bottlenecks, implement optimizations, and validate improvements with ROI estimation. Covers full-stack performance from Core Web Vitals through…
Use when launching a new open source project or formalizing an existing private repo as OSS — dispatches oss-strategist, readme-writer, ci-setup-specialist, and community-planner in sequence to produce a complete OSS launch kit. Covers license selection, governance, all community health files, GitHub Actions CI/CD…
Use when validating an open source project launch readiness or verifying license compatibility — provides a comprehensive OSS launch checklist, license compatibility matrix, and community health file inventory. Extends the open-source-launcher harness and can be used standalone. Also triggers on: re-run, update…
Use when you need to create a new multi-agent harness for a domain not yet covered in this repository, or when asked to 'build a harness', 'design an agent team', or 'create agents for [domain]'. Analyzes the domain, selects one of 6 architectural patterns (Pipeline, Fan-out/Fan-in, Expert Pool, Producer-Reviewer…
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At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: