Open-source local Agent harness for self-improving agent teams: run agents, review work, and turn feedback into reusable skills.
Skill Claude CodeCodex
Use for independent review of Rudder implementations, UI workflows, proposals, agent work, or final handoffs. Judges first-principles intent, raw-request and correction adherence, functional trust, adversarial risk, product taste, and evidence integrity; requires traceable acceptance-packet alignment and comparative…
Skill Claude CodeCodex
Use when analyzing one Rudder agent run or recent run batches: run IDs, partial IDs, transcripts, run logs, execution traces, runtime failures, finalizer failures, stdout/stderr, run quality, or recent org run behavior.
Skill Claude CodeCodex
Use for Rudder's root-level delivery lifecycle when work spans implementation, review, black-box acceptance, integration, or handoff and candidate/source/runtime/data identity can drift. It captures raw intent and corrections, freezes an acceptance packet, coordinates reviewer/verifier/final-review receipts, records…
Skill Claude CodeCodex
Use when creating realistic Rudder mock, demo, seed, fixture, screenshot, test, CSV, JSON, SQL, TypeScript, or scenario data for local development, demos, screenshots, product explanations, and workflow validation.
Skill Claude CodeCodex
Use after implementation when Rudder needs independent black-box acceptance of the exact final candidate on a real UI, Desktop, CLI, runtime, integration, or release surface. Locks candidate and environment identity, maps criteria to terminal evidence, and returns exactly PASS, FAIL, or QUESTION without reviewing…
Skill Claude CodeCodex
Use when inspecting, preparing, executing, recovering, or verifying Rudder releases across npm, GitHub Releases, Desktop assets, tags, dist-tags, changelogs, install smoke, stable/canary promotion, rollback, and release workflow failures. Use for both hands-on publish requests and read-only release readiness…
Skill Claude CodeCodex
Use when Rudder Desktop or its development shell will not launch, gets stuck at login/account gate, has pending device approval or local-session exchange, returns 401 during update, points at the wrong instance, hits migration-journal/schema-history divergence, needs a backup or rollback decision, fails during…
Skill Claude CodeCodex
Use for repeatable Rudder performance audits, regressions, profiling, optimization proposals, or implementation verification across Messenger, Chat, Issues, Runs, Desktop, API payloads, database queries, rendering, memory, and high-volume workflows. Trigger for daily performance checks, product latency or memory…
Skill Claude CodeCodex
A black-box verification skill for testing Rudder agent behavior in a real local environment across supported runtimes and tools.
Skill Claude CodeCodex
Use to audit or clean Rudder worktrees, generated artifacts, logs, caches, and repo-owned processes without deleting active work, user data, or unrelated machine state. Returns AUDIT, CLEANED, or BLOCKED.
Skill Claude CodeCodex
A focused guide for stopping, restarting, or cleaning up Rudder's local development processes, such as a pnpm dev server.
Skill Claude CodeCodex
A repeatable planning-and-review process that combines first-principles advice with independent review rounds.
Skill Claude CodeCodex
Expert advisor for when a build, UI, workflow, spec, or implementation feels wrong but the user cannot yet express the right product, design, engineering, or evaluation critique. Use before more implementation to turn vague dissatisfaction, weak AI-built results, traces, benchmarks, or eval evidence into a grounded…
Skill Claude CodeCodex
Use when reviewing a local Codex session, task, thread, or commit as a product manager or first-principles reviewer for product correctness, scope, behavior, validation, and whether the task solved the right user problem.
Skill Claude CodeCodex
Use when a Rudder development request has an unclear lifecycle stage or owner: requirements, advisor analysis, UI design, implementation, verification, review, release, recovery, runtime contracts, performance, component lab, handoff, or named-skill optimization.
Skill Claude CodeCodex
Use when maintaining Rudder landing-page/demo screenshot workflows: seeding screenshot-ready demo orgs, capturing polished full-page app screenshots, producing screenshot manifests, or handing a seeded environment to the user for self-capture.
Skill Claude CodeCodex
Use when checking out, running, previewing, reviewing, or validating a GitHub pull request locally in a safe worktree, including PR preview URLs, local screenshots, readiness checks, logs, and cleanup instructions.
Skill Claude CodeCodex
A diagnostic skill for tracing why Rudder pages or product features show missing, stale, empty, slow, or incorrect data.
Skill Claude CodeCodex
Use when Rudder needs performance or architecture optimization: slow pages, skeleton loops, query cache misses, refetch storms, large-org over-fetching, payload budgets, expensive API/DB paths, hot files, boundaries, measurement, or ZStudio-scale proof.
Skill Claude CodeCodex
Use when implementing screenshot-driven or narrow Rudder UI polish: density, alignment, spacing, labels, cards, menus, hover states, empty states, onboarding steps, redundant pages, compact workflows, screenshots, or small visible interaction fixes.
Skill Claude CodeCodex
Use when starting the current Rudder checkout as a temporary managed local preview with a stable URL, readiness check, logs, stop command, and cleanup path for manual inspection of the current branch or worktree.
Skill Claude CodeCodex
Create new skills, improve existing skills, and evaluate whether a skill definition is actually doing useful work.
Skill Claude CodeCodex
Create and iteratively improve local web products from natural-language requests, then prepare them to run as Rudder Apps. Use Rudder's maintained scaffold for new websites and preserve the existing stack for Next.js, React, Vue, Astro, SvelteKit, Nuxt, and other local web projects.
Skill Claude CodeCodex
Control Rudder's built-in Browser through the separate run-scoped rudder-browser MCP, but invoke this skill only when the user explicitly mentions or selects Rudder's built-in Browser, Rudder Browser, or $browser. Use it then for opening or showing pages, inspecting visible or interactive state, navigating, clicking…