Claude Skills · Code Review & Testing
Agent Architecture Audit
Fmarzochi/EGCFull-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature.
At a glance
This skill is for Code Review & Testing and helps you audit an agent application architecture, diagnose llm wrapper regressions, and identify memory pollution issues.
git clone --depth 1 https://github.com/Fmarzochi/EGC
cp -r EGC/skills/architecture/agent-architecture-audit ~/.claude/skills/agent-architecture-audit
Setup, runtime and requirements describe Fmarzochi/EGC, the repo this skill ships in.
agentsLlm Applicationsautonomous-systemsarchitecture-reviewdebuggingStack Analysis
Also in Fmarzochi/EGC
View the repoDesign, implement, and audit inclusive digital products using WCAG 2.2 Level AA standards. Use this skill to generate semantic ARIA for Web...
Head-to-head comparison of coding agents (Gemini Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metri...
Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
Build persistent multi-agent operating systems on Gemini CLI. Covers kernel architecture, specialist agents, slash commands, file-based memo...
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.
Add x402 payment execution to AI agents: per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents need...
Build an evidence-backed EGC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY bu...
Engineering operating model for teams where AI agents generate a large share of implementation output.
Clean Architecture patterns for Android and Kotlin Multiplatform projects: module structure, dependency rules, UseCases, Repositories, and d...
Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices o...
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for...
Other Code Review & Testing skills
Migrate test files from `as` type assertions to @total-typescript/shoehorn. Use when user mentions shoehorn, wants to replace `as` in tests,...
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.
Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold e...
Use when you need to resolve an in-progress git merge/rebase conflict.
A relentless interview that asks every frontier question at once, round by round.