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.
Agent
Rudder Desktop provides an instance-scoped Built-in Browser for operators and Rudder-managed agents. It is enabled by default, opens ordinary Rudder web links in a Browser tab in the global Side Panel by default, can transfer an exact operator tab into the Messenger Main Workbench, and stores one persistent website…
Agent
Rudder exposes a first-party rudder-tools MCP server for supported agent runtimes. The server presents the stable agent-v1 command contract as typed MCP tools using rudder names. Each tool publishes an exact capability-specific input schema with required fields, accepted types, bounded sizes, and no additional…
Agent
Rudder supports the existing customapi and legacy mcpserver records plus organization-owned managed MCP connections for Supabase, Linear, Notion, GitHub, and custom servers. Managed connections own provider, transport, external scope, access mode, lifecycle, safe non-secret configuration, discovered tools, agent…
Agent
Agent "identity-config" from Undertone0809/rudder, covering agent identity and config, agent.identity.config.001 and agent.runtime.adapters.001.
Agent
Rudder must assemble each runtime agent's instruction frame from three kinds of truth before invoking the provider.
Agent
Local runtime adapters must treat operating-system permissions and filesystem capabilities as part of the agent runtime contract. A supported runtime should not fail because Rudder assumed a Unix-only filesystem behavior on Windows, or because an adapter silently mixed the managed runtime home with the operator's…
Agent
Agent "skills-and-inbox" from Undertone0809/rudder, covering agent skills and inbox, agent.skills.001, agent.skill.telemetry.001 and agent.inbox.001.
Agent
Use doc/product/registry.yml as the machine-readable source for agent contract to code/test mappings.
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…
Skill Claude CodeCodex
Turn the current conversation's workflow into a reusable agent skill. Use this whenever the user wants to make a workflow reusable, standardize a successful thread, package an agent capability, or convert an ad hoc process into a repeatable skill. Read the thread first, extract the stable pattern, decide whether the…
Agent
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
Agent
Compare two outputs WITHOUT knowing which skill produced them.
Agent
Evaluate expectations against an execution transcript and outputs.
Skill Claude CodeCodex
File-based memory system using Tiago Forte's PARA method. Use this skill whenever you need to store, retrieve, update, or organize knowledge across sessions. Covers three memory layers: (1) Knowledge graph in PARA folders with atomic YAML facts, (2) Daily notes as raw timeline, (3) Tacit knowledge about user patterns.…
Skill Claude CodeCodex
Use when the user asks how Rudder works; needs current Rudder docs, exact behavior, commands, contracts, APIs, or source evidence; asks to create, hire, or configure Rudder agents; or asks to scaffold, develop, or verify Rudder plugins. For explicit creation requests, verify the current interface before acting within…
Skill Claude CodeCodex
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Skill Claude CodeCodex
Create safe inline visual explanations in Rudder Chat. Use when asked for a chart, plot, diagram, timeline, comparison, static map, simulator, scenario view, or compact visual that materially improves understanding. Prefer Mermaid for static node-and-edge structures; use Rudder's runtime-neutral HTML/SVG/CSS message…
Skill Claude CodeCodex
Conducts enterprise-grade research with multi-source synthesis, citation tracking, and verification. Produces citation-backed reports through a structured pipeline with source credibility scoring, and grounds abstract findings in concrete examples, cases, counterexamples, or mini-scenarios when helpful. Triggers on…
Skill Claude CodeCodex
Gather and cite evidence before reaching a conclusion.