Mock Data Maintainer
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.
Rudder
Use Rudder control-plane best practices and CLI-backed references for ownership, checkout, comments, reviews, Library handoff, and organization skills. Runtime-owned heartbeat prompts provide the fixed heartbeat execution flow.
Skill Optimizer
Improve, debug, benchmark, or refactor an existing Agent Skill from conversation evidence, execution traces, user corrections, eval failures, or target skill files. Use this skill whenever the user asks to optimize, harden, generalize, validate, benchmark, package, or turn observed behavior into durable skill changes. Produces evidence-based diagnosis, reviewable patches, trigger evals, validatio…
Agent Work Reviewer Maintainer
Use when reviewing Rudder agent work, Codex sessions, PRs, commits, UI, releases, regressions, proposals, or agent outcomes for product correctness, evidence quality, scope, architecture, and handoff trust.
Para Memory Files
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Debug Run Transcript Maintainer
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.
Rudder Create Plugin
Create new Rudder plugins with the current alpha SDK/runtime. Use when scaffolding a plugin package, adding a new example plugin, or updating plugin authoring docs. Covers the supported worker/UI surface, route conventions, scaffold flow, and verification steps.
Rudder Desktop Dev Recovery Maintainer
Use when Rudder local Desktop development, Electron shell, embedded Postgres, ~/.rudder instance state, dev startup, update/install smoke, packaged boot, or release-blocking local Desktop validation fails or needs recovery.
Product Acceptance Verifier Maintainer
Use when implemented Rudder feature, UI, workflow, Desktop, CLI, runtime, release, or regression work needs black-box acceptance verification against user requirements and the running product surface.
Rudder Data Path Diagnostician Maintainer
Use when Rudder pages or product surfaces show missing, stale, sparse, empty, slow, or wrong data, including Calendar, runs, issues, dashboard counts, chat output, prod/local org data, API/UI/DB mismatches, or “这个数据从哪来”.
Advisor Review Loop Maintainer
Use when Rudder development work needs first-principles advisor analysis plus independent reviewer rounds: proposals, UI/product decisions, architecture, release readiness, workflow changes, agent outcomes, explicit acceptance gates, repeated review, or “没有通过 review 返工”.
Stop Rudder Dev Maintainer
Use when the user explicitly asks to stop, restart, kill, or clean Rudder repo-local pnpm dev processes or local dev runtime residue, including “把 pnpm dev 停了”, “重启 dev”, or “清掉 dev 残留”.
Conversation To Skill
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Deep Research
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 "deep research", "comprehensive analysis", "research report", "compare X vs Y", "a…
Rudder Performance Architecture Maintainer
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.
Release Maintainer
Use when maintaining or executing Rudder releases: npm publish, canary/stable promotion, GitHub Releases, Desktop assets, tags, dist-tags, version bumps, rollback, install smoke, release workflow failures, and release-state decisions.
Landing Proof Shots Maintainer
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.
Build Advisor
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Software Product Advisor
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Rudder Ui Polish Maintainer
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 Creator
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Pr Local Preview Maintainer
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.
Codex Session Benchmark Maintainer
Use when benchmarking local Codex sessions against recent history: target session comparisons, recent 30/50/100 session cohorts, efficiency, follow-up rate, interruption, rework, problem-resolution proxies, workflow quality, or skill/workflow improvement signals.
Codex Session Product Reviewer Maintainer
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.
Rudder Worktree Preview Maintainer
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.
Rudder Create Agent
Create new agents in Rudder through the `rudder` CLI with governance-aware hiring. Use when you need to inspect adapter configuration options, compare existing agent configs, draft a new agent prompt/config, and submit a hire request.
Development Lifecycle Router Maintainer
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.