Guides diagnosis of RAI engine performance, failed transactions, CDC/data-stream health, and CDC engine management.
Configure and train graph neural network (GNN) models, generate predictions, evaluate results, and manage trained models.
Covers PyRel v1 language syntax — imports, type system, concepts, properties, relationships, data loading, references, and code structure.
Close a working session by reflecting on outcomes and feeding structured data to CLI. CLI does all writes atomically; skill does inference reflection.
Setup and configuration for RelationalAI — first-time install walkthrough and all raiconfig.yaml tuning.
Use when facing any task with 3+ concerns, cross-domain complexity, or ambiguous scope — orchestrates the full R.A.I.D intelligence stack across all sub-skills with a Mission…
Risks, Assumptions, Issues, Dependencies/Decisions (RAID) log'unu oluşturur ve günceller. Yeni risk/issue/aksiyon ekleme, mevcut kayıtların statüsünü güncelleme, kapanmış olanları…
查询 Raider.io 数据：角色大秘境分数、公会团本进度、本周词缀。当有人问'我的 IO 多少''公会打到哪了''这周词缀'等问题时触发。无需 API Key，直接 curl。
Automate Raiffeisen ELBA online banking: login/logout, list accounts, and fetch transactions via Playwright.
Use when a task needs the judgment of a Rail Car Repairer — deciding whether a wheel/coupler/brake defect meets a bad-order condemning limit, classifying a running-repair defect…
Use when a task needs the judgment of a Rail Yard Engineer, Dinkey Operator, or Hostler — deciding kick versus couple-and-shove for a cut of cars in flat switching, computing a…
Search for Israel Rail train schedules using the railil CLI. Find routes between stations with fuzzy search, filter by date/time, and output in various formats (JSON, Mar — from…
Use when a task needs the judgment of a Railroad Conductor or Yardmaster — building an outbound train's block order from a classification yard, verifying blue-signal protection…
Use when a task needs the judgment of a Railroad Brake, Signal, and Switch Operator or Locomotive Firer — computing how many hand brakes must be applied to a standing cut given…
Railsr integration. Manage data, records, and automate workflows. Use when the user wants to interact with Railsr data.
Railz integration. Manage data, records, and automate workflows. Use when the user wants to interact with Railz data.
Comprehensive guide to rainbow tables. Master the concepts, implementation, best practices, and real-world applications of rainbow tables in professional environments.
Manage Raindrop.io bookmarks, collections, tags, and highlights via API. Use when user mentions raindrop, bookmarks, saving links, organizing URLs, bookmark collections, or web…
Manage Raindrop.io bookmarks from the command line (search, exists, add, update, remove) using the Raindrop REST API.
Erkennt gefährliche Umsatzkonzentration und baut Nachfolgepfade. Für Managing Partner, Management Committee oder COO/CFO einer deutschen mittelständischen Kanzlei mit konkreten…
Cockpit skill for generating runnable Codex launch kits with launchers, continuity packs, and preferred-entrypoint guidance.
Frontend-control skill for keeping UI work evidence-backed, state-aware, and reuse-oriented.
Large-repo optimization skill for shard planning, bounded subagents, worktrees, and repo-audit-first execution.
Telemetry skill for reading Raiola's native Codex flight recorder and tightening operator posture from real session evidence.
Repo-control skill for turning package graph, hotspot, and workspace state into a bounded next operator move.
Read the billable-hour ratio and cut non-billable drive, restock, and rework time, since billable efficiency is the field's master number.
Two-step pattern for cold-tier (or other autoscaling-ceiling) raises forced by an incident — raise tactically, then schedule the downsize once tuning/retention work has aged…
Model staying for annual raises vs job-hopping for bigger bumps — cumulative earnings trajectories, the crossover year, and the costs the salary math hides (vesting resets,…
Raisely integration. Manage Organizations. Use when the user wants to interact with Raisely data.
Automate Raisely tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Practical small livestock management starting with chickens and progressing to goats. Use when someone wants to raise chickens for eggs, keep goats for milk or meat, or is…
Modélise le raisonnement juridique d'un magistrat français pour l'analyse de dossiers civils. Utiliser ce skill pour analyser un litige et identifier les questions juridi — from…
Modélise le raisonnement juridique d'un magistrat français pour l'analyse de dossiers civils. Utiliser ce skill pour analyser un litige et identifier les questions juridi — from…
Modélise le raisonnement juridique d'un magistrat français pour l'analyse de dossiers civils. Utiliser ce skill pour analyser un litige et identifier les questions juridi — from…
Für Weltraumrecht: Raketenstart: Exportkontrolle, Gefahrgut, Luft- und Seerecht: prüft Ergebnis, Beweislast und Gegenposition; Ergebnis: Gegenprüfung mit Beweis- und Fristencheck.
Query, search, and download public datasets and civic information for the City of Raleigh. Use for live ArcGIS Hub catalog discovery, ArcGIS FeatureServer and MapServer queries,…
Rallly is an open-source scheduling and collaboration tool that makes organizing group meetings effortless.
Multi-session parallel orchestrator using Claude Code Agent Teams API and Codex CLI Subagents to launch, manage, and coordinate concurrent task execution across multiple…
Specification-first AI development powered by Ouroboros. Socratic questioning exposes hidden assumptions before writing code.
Specification-first AI development powered by Ouroboros. Socratic questioning exposes hidden assumptions before writing code.
Enables autonomous development loops that run until all tasks pass. Use when the user says "until done", "keep going", "finish this", "終わるまでやれ", or requests long-running…
Run Ralph autonomous build loop. Use when user asks to "ralph build", "run build loop", or needs to process subtasks autonomously.
Run Ralph calibration checks to analyze intention drift, technical quality, and self-improvement opportunities.
View and configure agent loop settings — show, set, reset, and apply named presets
Persistent completion mode. Use when the user explicitly says `/ralph` or clearly wants you to keep iterating until the task is actually finished, repeating implement-verify-fix…
Recursive self-improvement engine. Think from first principles, let insights emerge.
Autonomous execution loop that processes a Beads epic task-by-task with fresh subagents, two-stage review, and circuit breaker safety. Use after plan-to-epic creates the epic.
Use to drive a vibe run autonomously across multiple iterations until verify-gate returns `ready` — bounded by iteration / wallclock / commit budgets, halted on thrashing or…
Guide OpenClaw agents to execute Ralph Wiggum loops using exec and process tools. Agent orchestrates coding agents (Codex, Claude Code, OpenCode, Goose) with proper TTY support…
Activate autonomous Ralph Wiggum loop mode for iterative task completion. Use when you have a well-defined task with clear completion criteria that benefits from persistent,…
Use after first code change. Autonomous iteration until all quality gates pass (max 7 iterations).
Start a Ralph Wiggum autonomous task loop that keeps Claude working until a task is complete. Uses the Stop hook pattern to re-inject prompts when Claude tries to exit before…
Explain the Ralph Loop plugin, how it works, and available skills. Use when the user asks for help with ralph loop, wants to understand the technique, or needs usage examples.
Iterative development loop methodology for autonomous AI work. Configure self-correcting coding loops that iterate until completion criteria are met, integrate with Archon for…
Execute an autonomous development loop that picks one task per iteration, implements it, verifies it, and commits the result — each iteration in a fresh context window.
Autonomous AI building loops for long-running projects. Use /ralph for hybrid mode (checkpoints) or /ralph --mode=auto for full autonomy.
Manage Al semantic memory entries — list, query, and clear lessons learned across loop iterations
Sync buffered memories to Cognee. Use when agent-memory reconnects or to force sync pending entries.
Ralph Wiggum persistence loop with intelligent multi-model routing (Gemini, Codex, Claude, Council)
Set up a new ralph loop (ralph-harness) on a repository. Asks the user how it should run (where the work lands, auto-merge of its pull request, the verify gate, the reviewer, when…