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Skills harvested from GitHub repositories
14810 skills availabletool-design
Design every tool as a contract between a deterministic system and a non-deterministic agent. Unlike human-facing APIs, ...
multi-agent-patterns
Multi-agent architectures distribute work across multiple language model instances, each with its own context window. Wh...
latent-briefing
Hierarchical multi-agent systems often pay for the same context twice. The orchestrator accumulates a long reasoning tra...
hosted-agents
Hosted agents run in remote sandboxed environments rather than on local machines. When designed well, they provide unlim...
filesystem-context
Use the filesystem as the primary overflow layer for agent context because context windows are limited while tasks often...
evaluation
Evaluate agent systems differently from traditional software because agents make dynamic decisions, are non-deterministi...
context-optimization
Context optimization extends the effective capacity of limited context windows through strategic compression, masking, c...
context-degradation
Diagnose and fix context failures before they cascade. Context degradation is not binary — it is a continuum that manife...
context-compression
When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approa...
bdi-mental-states
Transform external RDF context into agent mental states (beliefs, desires, intentions) using formal BDI ontology pattern...
memory-systems
Memory provides the persistence layer that allows agents to maintain continuity across sessions and reason over accumula...
project-development
This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectur...
context-fundamentals
Context is the complete state available to a language model at inference time — system instructions, tool definitions, r...
comprehensive-research-agent
This skill addresses common failures in multi-step research tasks: unhandled tool errors, missing validation, opaque rea...
interleaved-thinking
Debug and optimize AI agents by analyzing their reasoning traces. This skill uses MiniMax M2.1's interleaved thinking to...
digital-brain-skill
A structured personal operating system for managing digital presence, knowledge, relationships, and goals with AI assist...
book-sft-pipeline
A complete system for converting books into SFT datasets and training style-transfer models. This skill teaches the pipe...
advanced-evaluation
This skill covers production-grade techniques for evaluating LLM outputs using LLMs as judges. It synthesizes research f...
smoke-test
This skill guides the Agent through DeerFlow's full end-to-end smoke test workflow, including code updates, deployment (...
video-generation
This skill generates high-quality videos using structured prompts and a Python script. The workflow includes creating JS...
vercel-deploy-claimable
Deploy any project to Vercel instantly. No authentication required. Packages your project into a tarball (excludes nodem...
systematic-literature-review
This skill produces a structured systematic literature review (SLR) across multiple academic papers on a research topic....
surprise-me
Deliver an unexpected, delightful experience by dynamically discovering available skills and combining them creatively. ...
ppt-generation
This skill generates professional PowerPoint presentations by creating AI-generated images for each slide and composing ...