Risk analysis using risk registers, probability/impact matrices, and mitigation planning. Identifies, assesses, and manages project, business, and technical risks with structured…
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building ris — from…
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…
Agent-powered RLM cache distillation. Replaces the slow local Ollama distiller with the agent's own summarization capability for both rlm_summary_cache.json and…
Agent-powered RLM cache gap-fill orchestration. Audits the cache, generates a Markdown task list, and spawns a Sub-Agent to read missing files, write summaries, and inject them…
Lebenszyklus einer Rulemap-Norm: Versionierung; Änderung im Builder per Drag-and-Drop; Evaluation nach NKRG und GGO; Wirkungskontrolle; Rueckkopplung aus dem Vollzug.
Lebenszyklus einer Rulemap-Norm: Versionierung; Änderung im Builder per Drag-and-Drop; Evaluation nach NKRG und GGO; Wirkungskontrolle; Rueckkopplung aus dem Vollzug.
Quick start guide for creating MCP servers with the rmcp crate - installation, concepts, and first server
Agent-agnostic PR review skill. Reviews a pull request diff and emits a structured 3-state verdict (APPROVE / REQUEST_CHANGES / UNCERTAIN).
Problem solving using Fishbone (Ishikawa) diagrams and 5 Whys technique. Identifies root causes systematically and recommends corrective actions.
Systematically trace bugs backward through call stack to find original trigger. Use when errors occur deep in execution and you need to trace back to find the original trigger.
Deep pre-execution analysis framework using four philosophers (Socrates, Aristotle, Feynman, Drucker) for structured critical thinking before implementing plans.
Multi-agent debate council — spawns 3 specialized sub-agents in parallel (Scholar, Engineer, Muse) for Round 1, then optional Round 2 cross-examination to challenge assum — from…
Use Shepherd Model Gateway to route OpenAI, Anthropic, Responses API, embeddings, and MCP tool traffic across self-hosted and cloud model backends with cache-aware policies and…
Use Plano when an agent application needs an out-of-process data plane for multi-agent routing, model agility, guardrails, traces, and OpenAI-compatible traffic instead of custom…
Run Claude Code through Claude Code Router to route coding-agent requests by task, provider, or model while preserving terminal workflows and adding provider-specific…
Run a local proxy that lets Codex and Claude Code use configured LLM providers, routed models, and account pools while keeping the normal coding-agent workflow.
Use Gemini MCP Tool to let MCP-capable coding agents delegate large file and codebase analysis to Gemini or Antigravity CLI without leaving the agent workflow.
Use GoModel as an OpenAI-compatible and Anthropic-compatible gateway for routing, observability, failover, and cost tracking across model providers.
Use BitRouter as an agentic LLM gateway that routes model, tool, and sub-agent calls with scoped keys, cost policy, failover, telemetry, MCP gateway support, and loop guards.
Pause high-risk coding-agent actions, gather human decisions, and resume or block work with durable approval checkpoints.
Decides which subagent and which skills should handle a task by reading CLAUDE-agents.md and CLAUDE-skills.md, applying the routing-rules.json heuristics, and returning a…
Build image, video, and audio generation workflows on RouterBase. Use when calling RouterBase image, video, audio, speech, or media APIs; selecting media model IDs; handling…
Integrate RouterBase as an OpenAI-compatible model gateway for routing GPT, Claude, Gemini, media, audio, and embedding requests.
AI-native lending service for autonomous agents. Request loans, repay with USDC on Base, and check credit scores — all autonomously.
Drive a live Rudu diff-review app session from the CLI. Open working-tree, commit, branch, or pull-request diffs; inspect local changes; steer the user's view; and manage inline…
Plataforma de orquestração de agentes para Claude (swarms multi-agente, memória RAG SOTA, persistência de sessão, self-learning).
Ruflo MCP-Server in Cursor: viele Tools (Browser, Terminal, AgentDB, Guidance, GitHub, Performance, WASM, …).
Use when creating or editing a rule in .agent-src.uncompressed/rules/ — trigger wording, always vs auto classification, size budget — even when the user just says 'add a rule for…
Deploy Hermes Agent as a persistent personal agent that learns skills from experience, searches past sessions, schedules automations, and coordinates work across CLI and chat…
Use if driving agent-browser for Chrome/CDP automation, @ref snapshots, tabs, or verification.
Constrain Claude Code, Codex, OpenClaw, and similar agent CLIs inside a kernel-enforced local sandbox with explicit filesystem, network, credential, and snapshot controls.
Use Microsandbox to create local microVM-backed sandboxes for isolated execution of untrusted agent-generated code and tool calls.
Give an agent a mailbox it can send from, read from, search, sync locally, and mine for login codes or attachments without hand-driving a normal email client.
コード変更を伴う Issue（新機能・既存機能の変更・バグ修正）を Agent Teams で進めるとき。「チームで進めて」「Agent Teams でやって」等で使う。architect→reviewer→developer→tester→documenter を編成し、タスク依存で順に進め、解散前チェックまで回す。TeamCreate…
Put pctx between agents and tools so MCP servers and custom tools can run through a code-oriented execution layer instead of one-off tool calls.
Use PyOD's agent skill or MCP server to turn natural-language anomaly detection requests into repeatable detector selection, fitting, scoring, and investigation workflows.
Use Microsoft's Magentic-UI to run supervised browser and local file tasks with an agentic UI, model endpoint, and approval-aware configuration.
Design a small team of AI agents to tackle a complex task in parallel — who does what, how they hand off, and how to keep them coordinated — instead of one overloaded agent doing…
Deploy an internal coding agent that accepts tasks from GitHub, Slack, or Linear, runs them in isolated sandboxes, and opens pull requests automatically.
Expose Playwright browser and API automation commands to MCP-capable agents for supervised test workflows.
Use Career-Ops to run a repeatable Claude Code powered job-search workflow: evaluate listings, tailor resumes, generate applications, and review outputs before sending anything.
Wrap Claude Code sessions in a spec, approval, and verification workflow before risky implementation work lands.
Use CodeWhale as a local terminal coding agent for repository edits, test repair, provider-switched sessions, approval-gated commands, MCP tools, skills, and hooks.
Turn Claude Code into a structured project workflow that captures context, plans work, and executes implementation in reviewable tracks.
Uses GRACE skills and the optional grace CLI to guide coding agents through contract-first code changes backed by .grace artifacts, graph navigation, lint gates, verification…
Use dsh-cc-tui to run DeepSeek Harness coding-agent sessions from a full-screen terminal with live activity, context meters, session rewind, presets, model switching, file…
Orchestrate parallel CLI coding agents in isolated git worktrees with reproducible scheduling, gates, replay journals, and optional tamper-evident audit receipts.
Use Hatchet to queue, retry, pause, resume, observe, and scale long-running agent tasks and background workflows.
Use Dapr sidecars and workflows to give AI agents durable execution, state, messaging, approvals, and recovery across languages and platforms.
Embed gocron in Go-based agents or operators to run recurring tasks, cron expressions, one-time jobs, singleton executions, concurrency limits, and distributed leader-elected…
Write or update an agent-authored HTML run summary (workflow, methods, results preview, embedded figures) after GWASLab execution.
Use OPC as a Claude Code skill to select a task flow, dispatch specialist roles, enforce independent review, and gate builds, audits, and release checks.
Index local or self-hosted documents, search them with hybrid and multimodal retrieval, and answer agent questions through an MCP server with citations.
Use Nanobrowser when an operator needs a local Chrome or Edge browser agent to run multi-step web tasks with their own LLM keys and visible browser state.
Use Pi when an operator needs a local coding-agent CLI with explicit sandboxing, provider setup, and reviewable session artifacts.
Use LongHorizon-Harness to keep Claude Code, Codex, DeepSeek Harness, or custom agent backends working through long GUI and CLI tasks with verified state, role separation,…
Use GSD 2 to break a project into milestones, manage agent context and branches, recover from drift, and let coding agents advance through supervised long-running implementation…
Collect public discussion, coordinate specialist agents, and generate an evidence-backed public opinion report from one conversational analysis request.
Install and operate Oh My OpenAgent as a reusable coding-agent harness for long-running, multi-model development sessions across agent clients.