tachyon-beep/skillpacks

DevOps and deployment automation expertise - CI/CD pipeline architecture, deployment strategies, zero-downtime deployments, and infrastructure reliability patterns - TDD-validated with RED-GREEN-REFACTOR testing

Universal software engineering methodology - systematic debugging, safe refactoring, code review, incident response, technical debt triage, codebase confidence building - 6 language-agnostic skills

TDD-validated implementation planning with plan review quality gate (2 skills, 5 agents, 1 command) - write plans, validate against codebase reality with 4 parallel reviewers before execution

Modern Python 3.12+ engineering: types, testing, async, scientific computing, ML workflows - 10 skills

CMMI-based SDLC framework (Levels 2-4) with GitHub/Azure DevOps integration (8 skills, 4 agents) - comprehensive process guidance for high-quality software development with specialist support for architecture decisions, quality assurance, bug triage, and process routing

Deep codebase architecture analysis (4 commands, 2 agents) - C4 diagrams, subsystem catalogs, security surface mapping, test infrastructure analysis, dependency visualization, incremental delta analysis, cross-pack specialist integration

TDD-validated architectural assessment enforcing professional discipline - prevents diplomatic softening, analysis paralysis, and security priority compromise - 3 specialist skills + router

Web backend development expertise across FastAPI, Django, Express, REST/GraphQL APIs, microservices, and production deployment patterns - router + specialist skills for modern web APIs

Game simulation implementation patterns and tactics - 11 skills

Emergent gameplay and systemic game design - 9 skills

UX design fundamentals - visual design, accessibility, interaction patterns - 11 skills

Systematic maintenance and enhancement of skill packs through investigative domain analysis, RED-GREEN-REFACTOR testing, and automated quality improvements

SME (Subject Matter Expert) Agent Protocol - mandatory protocol for all specialist agents defining fact-finding, output contracts, and confidence/risk assessment

Simulated audience panel review — persona-driven editorial intelligence for document suites. 3 agents (persona-reader, panel-synthesiser, persona-designer), 1 orchestration skill, 3 slash commands

Documentation structure, clarity, security-aware docs - 10 skills, 4 commands, 3 agents

Document set management as wikis - architecture, derivation, consistency, evolution, governance for multi-document collections - 7 skills, 4 commands, 2 agents

E2E testing, performance testing, chaos engineering, test automation - 21 quality engineering skills

Threat modeling, security controls, compliance, ATO - 9 comprehensive security skills

Primary router for all AI/ML engineering skillpacks - directs to specialized packs

Reinforcement learning - DQN, PPO, SAC, reward shaping, exploration - 13 skills

Dynamic/morphogenetic neural networks - grow, prune, adapt topology during training. Continual learning, gradient isolation, modular composition, lifecycle orchestration - 6 skills, 1 agent, 2 commands

LLM techniques - fine-tuning, RLHF, inference optimization - 8 skills

Production ML - quantization, serving, MLOps, monitoring, debugging - 11 skills

Neural architectures - CNNs, Transformers, RNNs, selection guidance - 9 skills

PyTorch mastery - tensors, modules, distributed training, profiling - 9 skills

Game simulation mathematics - ODEs, stability, control theory - 9 skills

Systems thinking methodology - patterns, leverage points, archetypes, modeling, visualization - 6 TDD-validated skills

Training stability - optimizers, learning rates, convergence, debugging - 11 skills