mattbutlerengineering

Drain the ready-issue backlog with quality: claim a batch of independent issues, implement each in parallel TDD worktree subagents, then serially merge green PRs. Replaces ship-loop. Use when the user says 'work the queue', 'drain the backlog', 'implement the ready issues', or invokes /implement-queue (optionally via /loop).

Track loop metrics, trends, improvements. Invoke: /progress-tracker.

Seed non-breaking but detectable bugs (lint violations, dead links) to verify autonomous audit/lint loops catch and file issues. Scheduled to run weekly to test measurement machinery. Invoke with /chaos-agent or schedule via RemoteTrigger.

Sensor-driven continuous improvement loop. Collects metrics from all sensors, detects regressions, creates issues, verifies past fixes, and self-tunes thresholds. Invoke with /learning-loop.

Pick oldest ready, implement via mbe agent run, create PR. ready→in-progress→has-pr. Invoke: /issue-worker.

Audit mattbutlerengineering.com: smoke/sweep/scout modes. Invoke: /site-audit [smoke|sweep|scout].

Daily optimization loop for the implement-queue workflow. Measures queue efficiency via the queueEfficiency sensor, appends a trend point, logs the run, and files de-duplicated ready issues on regression. Async eval is scheduled separately — never run synchronously here. Invoke with /optimize-implement-queue.

Pull a real-time token spend summary using ccusage. Shows daily totals, session breakdown, and block usage with cost, cache-read vs output vs cache-creation tokens, and per-model breakdown. Invoke: /token-report [daily|session|blocks].

Check GitHub CI status on main branch and open PRs. Self-healing loop — diagnoses failures, spawns mbe agent run to fix them, validates fixes via the Reviewer Agent Contract, and auto-merges green fix PRs. Falls back to filing issues for failures requiring human judgment. Circuit breaker stops the loop after 3 consecutive fix-PR failures. Invoke with /ci-monitor.

Break a feature into ordered, agent-sized GitHub issues that the implement-queue can work through sequentially. Takes a feature description, analyzes the codebase, creates a dependency chain of issues. Invoke with /decompose.

Batch-apply pnpm.overrides for CVE fixes in a single PR. Use when multiple Dependabot/security alerts need dependency overrides — collapses N identical workflows into one operation.

Harvest discovery-driven lessons from autonomous loops. Scans a session (or --days N of history) for 'CI/check failed → fix → passed' arcs and recurring tool-errors, then proposes entries for .claude/rules/gotchas.md (repo-specific) or your frontmatter-per-fact memory (cross-repo). Use after /implement-queue or /ship-loop runs, or invoke /gotcha-harvest. Complements /reflect, which is correction-driven and misses these.

Use for any question about a codebase, its architecture, file relationships, or project content — especially when graphify-out/ exists, where the question should be treated as a graphify query first. Turns any input (code, docs, papers, images, videos) into a persistent knowledge graph with god nodes, community detection, and query/path/explain tools.

Run the same lint + typecheck + architecture-audit + drift checks CI runs, locally and in parallel. Catches workspace-package issues (missing deps, prop drift, lint rule violations) and stale generated artifacts (dep-graph, llms.txt) before pushing — the failures CI would surface in 5 minutes show up in 30 seconds. Use before opening or pushing to a PR.

Query Sentry for production errors, filter by severity/frequency, deduplicate against existing GitHub issues, and create actionable issues for the implement-queue. Invoke with /sentry-triage.

Audit this repo against the AI Codebase Maturity Model (ACMM) — canonical 6-level rubric with 100+ criteria from 4 source frameworks (ACMM, Fullsend, AEF, Reflect). Writes a report to .claude/acmm/, files GitHub issues for the next-level gaps, and rewrites the README badge. Invoke with /acmm-audit [--apply] [--badge] [--trend].

Scaffold a new rialto design system component with all required files (component, CSS module, test, story, barrel export) following established conventions

Check deploy status, trigger deploys, and debug deploy failures for the mattbutlerengineering monorepo. Covers static sites (Cloudflare Workers), API services (DigitalOcean App Platform), and infrastructure (Pulumi).

Scaffold a new Architecture Decision Record in docs/adr/ with the repo's canonical format and the next available sequential number

Scaffold a new Fastify route in services/{reservations,users,agent} matching the house pattern — schema validation, auth, error envelope per ADR-002, SSE broadcast (if reservations), tests

Scaffold a new Fastify + Prisma backend service in the mattbutlerengineering monorepo. Creates the service directory, package.json, app bootstrap, Prisma schema, health route, tests, and updates Turborepo config.

Configure and use OpenAI Codex CLI. Use when user mentions codex, wants to set up Codex, or asks about Codex config (.codex/config.toml). Trigger: /codex, codex config, set up codex, .codex/config.toml

Configure and use OpenCode AI coding assistant. Use when user mentions opencode, wants to set up OpenCode, or asks about OpenCode config (opencode.json). Trigger: /opencode, opencode config, set up opencode, opencode.json

Check bundle size impact of current changes against size-limit baselines. Use when editing apps/* or packages/rialto source, before committing, or when user asks about bundle size.

This skill should be used when the user asks to "create a migration", "run prisma migrate", "deploy database changes", "baseline a database", "set up Prisma CI/CD", or mentions database schema deployment. Provides Prisma Migrate best practices for development and production.

Detect when an AI-authored PR is reverted and trigger a Reflection session for RCA. Monitors revert commits, matches to AI PRs, and initiates analysis. Scheduled to run hourly. Invoke with /revert-rca-loop.

Use when building UI with the Rialto design system, importing from "rialto" or "@mattbutlerengineering/rialto", choosing components, applying design tokens, composing layouts, or authoring new Rialto components. Triggers on mentions of "Rialto", "component library", "design system", "UI component", or imports from rialto.

Scaffold a Playwright E2E test in one of the apps that has a Playwright config, matching the existing test fixtures and auth patterns