Backfill @risk tags across codebase. Enumerates untagged (or stale, or all with --force) symbols via LCI, drains hook queue, processes in 10-wide parallel batches invoking…
Tag one code unit with @risk vector. Reads unit body + imports + LCI 2-level call graph, asks haiku-4.5 for JSON risk vector, escalates to sonnet-4.6 when conf<0.7 or any axis=3,…
Replay .risk-pipeline/telemetry.jsonl to surface calibration drift: false-skip rate (low-scored tasks with post-deploy bugs), over-review rate (high-scored tasks reviewers pass…
Converts unstructured risk assessments into structured Jira tickets. Extracts Likelihood, Impact, Mitigation from natural language and generates JSON formatted for Jira API with…
Risiko-Ampel-Berechnung und Propagation. Trigger durch risk-agent und reviewer-agent.
RiskAdvisor integration. Manage Organizations, Leads, Pipelines, Users, Goals, Filters. Use when the user wants to interact with RiskAdvisor data.
Skapa svenska, konkreta riskanalyser för informationsmängder utifrån informationssäkerhetsperspektiven riktighet, konfidentialitet och tillgänglighet.
Pressure-test a rough idea — diverge into 3-5 genuinely different options, then converge on one with the trade-off and decision hinge.
Zoom out one abstraction layer in unfamiliar code — return a structural map (modules, callers, callees, ADR/decisions touching the area) in the project's vocabulary.
Ritekit integration. Manage Hashtags, Images, Texts. Use when the user wants to interact with Ritekit data.
Automate Ritekit tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Controls Rive (.riv) interactive animations at runtime using @rive-app/canvas-advanced, manages state machine inputs, and synchronizes animation states with application data via…
Automate Rkvst tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Best practices for reinforcement learning policy optimization. Use when working on RL agents, PPO, SAC, or reward design.
Build RL reward signals using the OpenJudge framework. Covers choosing between pointwise and pairwise reward strategies based on RL algorithm, task type, and cost; aggregating…
Build and query fully local RAG knowledge bases from documents (PDF, MD, code, etc.) using RLAMA and Ollama — no cloud, no data leaving the machine.
This skill should be used when the user asks to "process a large file", "analyze document exceeding context", "use RLM", "recursive language model workflow", "chunk and analyze a…
Parallel fan-out processing - spawn multiple sub-agents for chunked context processing
Removes stale and orphaned entries from the RLM Summary Ledger. Use after files are deleted, renamed, or moved to keep the ledger in sync with the filesystem.
Knowledge Curator agent skill for the RLM Factory. Auto-invoked when tasks involve distilling code summaries, querying the semantic ledger, auditing cache coverage, or maintaining…
Distills uncached files into the Recursive Language Model(RLM) Summary cache Ledger. You (the agent) ARE the distillation engine.
Interactive RLM cache initialization. Use when: setting up a new project's semantic cache for the first time, or adding a new cache profile.
Detect requests for recursive decomposition and large-scale operations that benefit from RLM processing
Prepare source content for RLM processing by discovering files, chunking each one, and writing a unified searchable manifest
Safely change Alembic schema/RLS policies when modifying tenant or user tables, session context variables, policy SQL, or migration order/rollback behavior.
Quick start guide for creating MCP servers with the rmcp crate - installation, concepts, and first server
Generate production-ready React Native screens with React Query, typed navigation, and enterprise standards
Phase 7 — Smart AdMob ad placement analysis and integration. Guides user through manual ad unit creation.
Phase 3 — Design system with NativeWind theme, colors, typography, and component specs.
Phase 6 — QA verification. Default mode runs functional check only; --strict runs 3-phase progressive QA with Agent Team.
Phase 9 — Automated store screenshots via Maestro on real simulator/emulator. Hides ads during capture.
Display current pipeline progress, build rounds, scores, and state.
Phase 10 — Submit to App Store Connect (iOS) and Google Play (Android). iOS fully automated, Android pauses for manual steps.
Native iOS features in Expo React Native apps. Use when implementing camera, push notifications, haptics, permissions, device sensors, or other native APIs in Expo.
Expo Router navigation patterns for React Native. Use when implementing navigation, routing, deep links, tab bars, modals, or handling navigation state in Expo apps.
Free trust intelligence for AI agents. MCP server with 7 tools: trust scoring, sybil detection, sock puppet scanning, fake review detection, reviewer wallet behavior profiling,…
Ro Innovation integration. Manage data, records, and automate workflows. Use when the user wants to interact with Ro Innovation data.
Roast a Sui product as the harshest investor in the room. Use when the user wants brutal critique, roast, or VC-style feedback.
Expert in comedic roasts, witty insults, and self-deprecating humor that lands. Covers the craft of punching up vs down, timing, target selection, and knowing the line between…
CRITICAL: Use for Robius event and action patterns. Triggers on: custom action, MatchEvent, post_action, cx.widget_action, handle_actions, DefaultNone, widget action, event…
CRITICAL: Use for Matrix SDK integration with Makepad. Triggers on: Matrix SDK, sliding sync, MatrixRequest, timeline, matrix-sdk, matrix client, robrix, matrix room, Matrix 集成,…
CRITICAL: Use for Robius state management patterns. Triggers on: AppState, persistence, theme switch, 状态管理, Scope::with_data, save state, load state, serde, 状态持久化, 主题切换
CRITICAL: Use for Robius widget patterns. Triggers on: apply_over, TextOrImage, modal, 可复用, 模态, collapsible, drag drop, reusable widget, widget design, pageflip, 组件设计, 组件模式
World-class Roblox game development - Lua scripting, Roblox Studio, game systems, monetization, and building experiences that millions play.
Robly integration. Manage Organizations, Users. Use when the user wants to interact with Robly data.
Robocorp integration. Manage Organizations. Use when the user wants to interact with Robocorp data.
Use when targeting RoboCup Symposium (RoboCup) or deciding whether a computer-science manuscript fits this venue.
Roboflow integration. Manage Projects. Use when the user wants to interact with Roboflow data.
RoboMQ integration. Manage data, records, and automate workflows. Use when the user wants to interact with RoboMQ data.
Generate cinematic motion graphics videos using ByteDance Seedance 2.0 via Fal AI. Covers image-to-video, reference-to-video, text-to-video, liquid glass prompting, App Store…
Entwirft und prüft Robot-as-a-Service-Verträge: Leistungsbeschreibung, SLA, Updates, Daten, Haftung, Wartung, Exit und Versicherung.
Use when targeting Robotics: Science and Systems (RSS) or deciding whether a computer-science manuscript fits this venue.
Wählt den passenden Output: Kurzvermerk, Vorstandsvorlage, Gutachten, Behördenantwort, Rückrufplan, Vertragsredline, Klageskizze oder Counsel-Briefing.
Erstellt Haftungsampel für Hersteller, Integrator, Betreiber, Händler, Wartung, KI-Anbieter, Versicherer und Geschädigte. — from Klotzkette/claude-fuer-deutsches-recht
Routet Robotikexport: EU-Markt, Drittstaat, Dual-Use, Sanktionen, Produktsicherheit, lokale Zulassung, Incoterms und Vertrag. — from Klotzkette/claude-fuer-deutsches-recht
When the user wants to configure, audit, or optimize robots.txt. Also use when the user mentions "robots.txt," "crawler rules," "block crawlers," "AI crawlers," "GPTBot,"…
Fallback to run_shell and write_file when execute_code_sandbox or shell_agent fail on filesystem operations
Multi-method PDF extraction with sequential fallback and OCR for scanned documents
Reliably extract text from PDFs using pdftotext when standard file reading fails.
Roc Curve Plotter - Auto-activating skill for ML Training. Triggers on: roc curve plotter, roc curve plotter Part of the ML Training skill category.