Testing
Unit tests, integration tests, test automation
branch-finalization
by qodex-ai
Finalize development branches for integration. Prepares branches for merging with cleanup, rebasing, and verification steps.
delegated-development
by qodex-ai
Drive development using delegated agent workflows. Coordinates multi-agent task execution with proper supervision and result integration.
Skill Gap Analyzer
by DNYoussef
Context Cascade - Nested Plugin Architecture for Claude Code Official Claude Code Plugin Version 3.1.0 Last updated: 2026-01-09 (see docs/COMPONENT-COUNTS.json for source counts) Context-saving nested architecture: Playbooks -> Skills -> Agents -> Commands. Load only what you need, saving 90%+ context space.
Debugging Assistant Skill
by DNYoussef
Context Cascade - Nested Plugin Architecture for Claude Code Official Claude Code Plugin Version 3.1.0 Last updated: 2026-01-09 (see docs/COMPONENT-COUNTS.json for source counts) Context-saving nested architecture: Playbooks -> Skills -> Agents -> Commands. Load only what you need, saving 90%+ context space.
Smart Bug Fix
by DNYoussef
Context Cascade - Nested Plugin Architecture for Claude Code Official Claude Code Plugin Version 3.1.0 Last updated: 2026-01-09 (see docs/COMPONENT-COUNTS.json for source counts) Context-saving nested architecture: Playbooks -> Skills -> Agents -> Commands. Load only what you need, saving 90%+ context space.
GitHub Project Management
by DNYoussef
Context Cascade - Nested Plugin Architecture for Claude Code Official Claude Code Plugin Version 3.1.0 Last updated: 2026-01-09 (see docs/COMPONENT-COUNTS.json for source counts) Context-saving nested architecture: Playbooks -> Skills -> Agents -> Commands. Load only what you need, saving 90%+ context space.
SOP: REST API Development
by DNYoussef
Context Cascade - Nested Plugin Architecture for Claude Code Official Claude Code Plugin Version 3.1.0 Last updated: 2026-01-09 (see docs/COMPONENT-COUNTS.json for source counts) Context-saving nested architecture: Playbooks -> Skills -> Agents -> Commands. Load only what you need, saving 90%+ context space.
spec-flow
by echoVic
"Spec-driven development workflow. Interactive phase-by-phase confirmation from proposal to implementation. Trigger: 'spec-flow', 'spec mode', 'need a plan', 'structured development', 'write a spec', 'feature spec', 'technical spec', '需求文档', '技术方案', '任务拆解', '规格驱动', '写个方案', '做个规划', '结构化开发', 'plan this feature', 'break this down', 'design doc'. Creates .spec-flow/ directory with proposal, requirements, design, and tasks."
pre-write-checklist
by wordflowlab
"Activates automatically before chapter writing to enforce the 9-item mandatory file reading checklist - prevents AI focus degradation in long-form fiction by ensuring all context is loaded before each writing session"
story-consistency-monitor
by wordflowlab
"Use during chapter writing to automatically check character behavior, world rules, and timeline consistency - alerts when detecting potential contradictions before they become major issues"
coreml-optimizer
by ckorhonen
Optimize CoreML models for iOS and macOS deployment. Covers quantization, palettization, pruning, Neural Engine targeting, compute unit selection, and performance profiling. Use when converting ML models to CoreML, optimizing model size/latency, debugging Neural Engine issues, or benchmarking on-device inference.
mikrotik-routeros-rsc
by alexandre-machado
"Creation, editing, and review of RouterOS scripts (.rsc) with focus on idempotency, security, and best practices. Use when you need to generate, adjust, or import .rsc files for MikroTik: (1) create new configurations via script, (2) edit existing scripts with safe corrections, (3) review risks and execution policies, (4) validate with import dry-run and error handling."
supabase-audit-auth-signup
by yoanbernabeu
Test if user signup is open and identify potential abuse vectors in the registration process.
dux-lite
by duxweb
Dux Lite 项目开发规则模板（基于 dux-php-admin 规范去重整理）。
arcgis-geometry-operations
by SaschaBrunnerCH
Create, manipulate, and analyze geometries using geometry classes and geometry operators. Use for spatial calculations, geometry creation, buffering, intersections, unions, and mesh operations.
epic-delivery
by Xexr
Use when delivering a beads epic through polecats and the refinery - sets up integration branch, creates convoy, dispatches waves of leaf tasks, monitors progress, runs quality gates, and validates completeness against the original plan
review-implementation
by Xexr
Use when implementation work is done (or in progress) and you need to verify it matches the original spec, PRD, beads epic, or task list - checks completeness, acceptance criteria, edge cases, and scope creep
pennylane
by tondevrel
Cross-platform Python library for differentiable quantum computing. Integrated with machine learning libraries like PyTorch, TensorFlow, and JAX. Designed for quantum machine learning (QML), variational algorithms, and hardware-agnostic quantum programming. Use for Quantum Neural Networks (QNNs), Variational Quantum Algorithms (VQE, QAOA), hybrid classical-quantum machine learning, quantum chemistry calculations, benchmarking quantum algorithms, optimizing quantum control pulses, and investigating QML phenomena like Barren Plateaus.
lifelines
by tondevrel
Complete survival analysis library in Python. Handles right-censored data, Kaplan-Meier curves, and Cox regression. Standard for clinical trial analysis and epidemiology.
spec-kit-checklist
by ahgraber
Use when a Spec Kit feature has spec.md and you need a requirements-quality checklist (clarity, completeness, consistency, measurability, coverage), not implementation/runtime test cases.
spec-kit-plan
by ahgraber
Use when an approved Spec Kit spec.md must be translated into technical design artifacts (plan.md, research.md, data-model.md, contracts/, quickstart.md) before spec-kit-tasks, or when plan.md is missing/outdated after spec or constitution changes.
spec-writing
by Linaqruf
This skill should be used when the user wants to create project specifications, feature specifications, design system documentation, or update existing specs. Triggers on "create spec", "plan project", "design system", "plan feature", "write specification", "generate SPEC.md", "document my project", "scaffold a spec", "plan my app", "spec out a feature", "create a project plan", "create a CLAUDE.md", "document architecture", "set up my project", "bootstrap a new app", "help me plan", "redesign my UI", "audit my design", "update my spec", or "revise the spec". Covers interview-based specification workflow with codebase analysis, tech stack recommendations, gap analysis, design audit, and optional SPEC/ supplements.
spec-kit
by ahgraber
Use when work involves Spec Kit and you need to choose the correct spec-kit-* sub-skill, enforce artifact-order gates, or route remediation work (for example sequence violations or specification drift at any stage).
spec-kit-tasks
by ahgraber
Use when an approved Spec Kit plan.md + spec.md must be decomposed into dependency-ordered tasks.md, or when tasks.md is missing/stale after planning or reconciliation changes.