Coordinate large research or generation tasks across a model team. An orchestrator plans and checks the work, workers execute subtasks in parallel, and an advisor reviews the plan and draft before the results are combined.
- Research multiple competitors in parallel
- Split a large generation task across multiple models
- Have an advisor review plans and drafts
Shubhamsaboo/awesome-llm-apps☆ 142.2KUpdated Oct 19, 2026
Investigate why a file or function exists using local Git history. Trace its introduction, later edits, authorship, and files often changed alongside it, then summarize likely intent and change risks while distinguishing evidence from inference.
- Understanding why an unfamiliar function exists
- Reviewing historical constraints before a refactor
- Tracing the background of a workaround
Shubhamsaboo/awesome-llm-apps☆ 142.2KUpdated Oct 19, 2026
Inspect Python and JavaScript dependency files for missing version constraints, duplicate entries, conflicting exact versions, and outdated Python compatibility packages. Get plain-language explanations and focused repair suggestions, with offline checks by default.
- Check dependency files before investigating installation failures
- Find outdated Python compatibility packages
- Review duplicate entries and conflicting exact versions
Shubhamsaboo/awesome-llm-apps☆ 142.2KUpdated Oct 19, 2026
Simulate readers encountering a draft for the first time to see whether they open it, where their attention fades, and what they remember. Receive reader comments alongside the text without rewrites or suggested fixes.
- Check whether a post earns a full read
- Find where readers lose interest
- Compare reader reactions after revisions
Shubhamsaboo/awesome-llm-apps☆ 142.2KUpdated Oct 19, 2026
Build MCP servers that let AI access actions and data using mcp-use. The guide covers project setup, reusable prompts, interactive React interfaces, authentication, error handling, and deployment, with reference files for each area.
- Create a new MCP server with mcp-use
- Add actions, data resources, or reusable prompts
- Build interactive React interfaces for browsing and selection
Shubhamsaboo/awesome-llm-apps☆ 142.2KUpdated Oct 19, 2026
A deprecated guide to building MCP servers with mcp-use, covering callable actions, data resources, reusable prompts, and interactive widgets. It includes design references and code examples, and directs users to the replacement skill, mcp-app-builder.
- Review the structure of an existing mcp-use server
- Consult examples of tools, resources, and prompts
- Explore interactive widget design
Shubhamsaboo/awesome-llm-apps☆ 142.2KUpdated Oct 19, 2026