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Multi-agent Orchestration
Frameworks and tools for coordinating multiple agents, teams, roles, swarms, or AI workforces.
Which technical function should the agent perform?
Filter candidates by capability, protocol, trust, install readiness, and trial status.
- Coordinate several agents around one outcome.
- Assign specialist roles and handoffs.
- Inspect launch packets before running a team.
Recommended trials and bundles
Build OBS Studio plugins for Windows using MSVC or MinGW. Covers Visual Studio setup, .def file exports, Windows linking (ws2_32, comctl32), platform-specific sources, and DLL verification. Use when building OBS plugins natively on Windows or troubleshooting Windows builds.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you implement production observability with structured logging, metrics, tracing, and alerting across services for faster debugging.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill sets up a local observability stack (Loki, Grafana, Tempo, Prometheus, Alloy) for FastAPI apps with a single start command and import.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Use when implementing observability strategy, correlating signals, or designing monitoring systems. Covers the three pillars (logs, metrics, traces) and their integration.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you manage Obsidian vaults by routing Markdown, Bases, and Canvas tasks to specialized sub-skills.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill turns Claude into an expert Obsidian plugin developer, guiding inspection, automation, and debugging via the obsidian-devtools server.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill helps you scaffold a new MCP server from API documentation, generating project structure, secrets handling, and Claude config.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill enables cross-platform offline-first data management by configuring WatermelonDB, Realm, and MMKV with robust sync and conflict resolution.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill automates OpenHarmony XTS test case generation by parsing API definitions, analyzing coverage, and generating design docs and code that follow XTS
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Create a new AI agent with Olakai monitoring from scratch. AUTO-INVOKE when user wants to: build a new AI agent, create an AI workflow, set up a new chatbot or copilot, implement an autonomous agent, design an AI-powered feature, start a new project with AI observability, or add KPI tracking and governance to a new AI system. TRIGGER KEYWORDS: olakai, creat...
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Troubleshoot Olakai monitoring issues when something isn't working. AUTO-INVOKE when user mentions: events not appearing, KPIs showing wrong values, KPIs showing strings instead of numbers, custom data missing, null KPIs, authentication errors, CLI not working, events not associated with agent, monitoring broken, SDK errors, or any Olakai-related problem. T...
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
This skill unifies multiple services via a single API, enabling seamless access to Reddit, Steam, Spotify, GitHub, Discord, and YouTube.
- Fit
- 66 / 100
- Trust
- Needs review
- Install
- MCP ready
Review links
Review links
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Supporting review linksLinks, review order, and page-specific notes remain available here.
4955 matching candidates for Multi-agent Orchestration. Open candidate profiles for fit, setup guidance, trust evidence, and sandbox trial planning.
- 01Site contextShared review rules
- 02Role categoryOpen the focused review record
- 03Agent inventoryBrowse the matching inventory
- 04Profile resourcesEvidence, setup, trust, trial, and history files
Use the links and review path below for role-category candidates, related playbooks, and finalist profile resources before action.