migration-engineering
Guides agents through safe cross-system migrations involving data, schemas, interfaces, infrastructure, and service ownership, using compatibility windows, dual-running, reconcili…
Guides agents in designing, evaluating, governing, operating, evolving, and retiring digital twins and federated twin universes with synchronization, simulation, authority, and lifecycle controls.
Design, build, evaluate, govern, monitor, evolve, and retire digital twins and federated twin universes for software systems, engineering processes, agentic software factories, infrastructure, and cyber-physical operations. Use when a task involves digital-twin architecture, digital thread, simulation, predictive maintenance, twin health, agent authority, or dark-factory design. Do not use for ordinary observability dashboards, static dependency graphs, generic AI governance, or operating one named infrastructure tool without a twin-specific representation and feedback loop.
evals/evals.json
JSON
Other
README.md
Markdown
Other
templates/evaluation-plan.md
Markdown
Other
templates/release-evidence.md
Markdown
Other
templates/twin-manifest.yaml
YAML
Reference
references/architecture.md
Markdown
Reference
references/evaluation.md
Markdown
Reference
references/governance.md
Markdown
Reference
references/implementation.md
Markdown
Reference
references/lifecycle.md
Markdown
Reference
references/source-index.md
Markdown
SKILL.md
SKILL.md
Markdown
Guides agents through safe cross-system migrations involving data, schemas, interfaces, infrastructure, and service ownership, using compatibility windows, dual-running, reconcili…
Guides agents in developing, testing, deploying, and administering managed or self-hosted Supabase projects, including migrations, RLS, client types, services, backups, upgrades, …
Helps design, implement, evaluate, debug, and deploy stateful multi-agent workflows with LangGraph, including supervisor, swarm, hierarchical, persistence, subgraph, and human-in-…
Guides agents in designing, reviewing, prototyping, measuring, and troubleshooting electronic circuits using component evidence, worst-case analysis, interface contracts, and stag…
Guides system-level architecture decisions from business drivers through boundaries, tradeoffs, runtime behavior, evolution, evidence, and architecture reviews.
Guides agents in designing and reviewing multi-tenant SaaS architectures, covering tenant semantics, system planes, isolation choices, onboarding, entitlements, billing handoffs, …
Helps agents build, customize, and debug Hugo themes, including templates, asset pipelines, shortcodes, render hooks, content organization, performance, SEO, accessibility, and CI…
Helps build type-safe Python AI agents and graph-based workflows with PydanticAI and PydanticGraph, including tools, dependency injection, structured output, streaming, multi-agen…