Zhou Jiajun
Community@jax2730 · China
study for cs, path on the web
Agent Skills by Zhou Jiajun
Showing 41 vetted skills indexed across 1 GitHub repositories.
jax2730Extract text and structured data from PDF documents using Python libraries.
jax2730context-engineering-collection
Guide context engineering for AI agents with architectural patterns and optimization strategies.
jax2730skill-template
Create new Agent Skills using a standardized SKILL.md template.
jax2730digital-brain
Manage personal knowledge, content creation, and relationships using structured file formats.
jax2730reasoning-trace-optimizer
Analyze AI agent reasoning traces to detect failure patterns and optimize prompts.
jax2730book-sft-pipeline
Automate SFT dataset creation from ePub books and LoRA training.
jax2730comprehensive-research-agent
Implement validation checkpoints and error recovery protocols in multi-step research workflows.
jax2730multi-agent-patterns
Design and implement multi-agent systems with configurable coordination and communication patterns.
jax2730bdi-mental-states
Transform RDF context into BDI mental states for cognitive agents.
jax2730context-degradation
Diagnose context degradation patterns in Large Language Models and suggest mitigation strategies.
jax2730context-compression
Compress extensive conversation histories for AI agents using iterative summarization.
jax2730memory-systems
Implement persistent memory systems for cross-session state and knowledge retention.
jax2730advanced-evaluation
Implement LLM-as-a-Judge evaluation with bias mitigation and rubric design.
jax2730context-fundamentals
Explain context engineering concepts for AI agent systems.
jax2730project-development
Plan LLM projects with task-fit evaluation, pipeline architecture, and cost estimation.
jax2730evaluation
Evaluate AI agent performance using multi-dimensional rubrics and LLM-as-judge.
jax2730context-optimization
Optimize LLM context windows via compaction, masking, and partitioning.
jax2730filesystem-context
Manage and retrieve dynamic context using filesystem file I/O, glob, and grep.
jax2730tool-design
Design agent tool APIs with clear descriptions and unambiguous parameters.
jax2730hosted-agents
Create and manage remote sandboxed AI agents with unlimited concurrency.
jax2730theme-factory
Apply pre-set or custom themes with color palettes and font pairings to slides, documents, reports, and HTML pages.
jax2730doc-coauthoring
Guide structured co-authoring of technical specs through context gathering, refinement, and reader testing.
jax2730template-skill
Provide a basic template for creating new skills.
jax2730xlsx
Create, edit, and analyze .xlsx, .xlsm, and .csv spreadsheets with formulas and formatting.