Dev & Coding
Event-Driven Messaging (Spring Boot 3)
Guardrails for building Kafka, RabbitMQ, Pulsar, and JMS producers/consumers in Spring Boot 3 with versioned event contracts, idempotency, bounded retries, DLQs, and the transactional outbox.
Balanced Coupling (Modularity Design Model)
A reference skill that evaluates coupling across integration strength, distance, and volatility to guide split-or-merge and architecture decisions.
Modular High-Level Design (Balanced Coupling)
Turns a functional requirements file into a coupling-balanced modular architecture plus per-module design docs, test specs, and an architecture overview.
Agent Evaluation Design
A skill for designing reproducible AI agent evaluations with representative datasets, rubrics, graders, regression gates, and a release decision memo.
MCP Server Building
A step-by-step playbook for designing, implementing, hardening, and verifying production-grade MCP servers.
AWS CloudFormation Bedrock Patterns
A skill that generates CloudFormation templates for Amazon Bedrock agents, knowledge bases, and guardrails.
Add uint Support to PyTorch Operators
Updates PyTorch AT_DISPATCH_V2 macros to enable uint16/uint32/uint64 type coverage for operators and kernels.
fdeops Adversarial Testing Fieldbook
A hard-won playbook for adversarially testing the fdeops CLI's engagement resolution, registry, hooks and <private> redaction boundary inside a throwaway sandbox.
Skills PR Handler (Scenario)
Give it a PR number and it checks out the branch, rebases onto main, triages every open review thread, and validates changed skills.
Brainstorming (Spec Refinement)
A five-gate Socratic workflow that drives a one-line idea into an approved spec with single-test acceptance criteria before any code is written.
context-check (Doc Drift Audit)
An on-demand audit that finds provenance-tracked docs gone stale from out-of-commit source changes and lets you re-scout, re-baseline, or defer each one.
Vibe Orchestrator (Mistral delegation)
Delegate coding tasks to Mistral Vibe CLI while Claude decomposes, supervises via git diff, and reports token cost.
Skill Enhancement Pipeline (skill-enhance)
An end-to-end pipeline that rewrites and re-verifies an existing Lattice skill to modern-model precision with provably zero behavioral loss.
Agentic Engineering
An advanced playbook for designing or refactoring agent-based engineering workflows with bounded autonomy, custom evals, durable state, and verified write-back.
Convex Component Authoring
A blueprint skill for building, structuring, and publishing reusable Convex components.
Collaborating with Antigravity (agy)
Delegate code review, research, and debugging to Google's Antigravity CLI (agy) as an independent second agent.
Abstract Trace Summarizer
A static-analysis skill that uses abstract interpretation to summarize execution paths, variable ranges, and loop invariants without running the code.
TestDriver AWS Self-Hosted Setup
A runbook skill for deploying TestDriver test infrastructure to AWS via CloudFormation, with EC2 instances spawned and terminated automatically per Vitest test.