Panniantong/Agent-Reach A Agent Skill Active
Multi-platform search CLI for 17 sites including Chinese platforms
Browse SKILL.md-based agent skills for Claude Code, Codex, Cursor, Gemini CLI and more.
Multi-platform search CLI for 17 sites including Chinese platforms
Understand what context is, why it matters, and the anatomy of context in agent systems
Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash
Design and evaluate compression strategies for long-running sessions
Apply compaction, masking, and caching strategies
Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures
Design short-term, long-term, and graph-based memory architectures
Build tools that agents can use effectively, including architectural reduction patterns
Build evaluation frameworks for agent systems
Preserves the reasoning behind a codebase — decisions, workarounds, rejected alternatives
`mfs-find` / `mfs-ingest` skills that search, grep and read across your code, docs, chat (Slack/Gmail/Jira), databases and object stores as one file-like, searchable namespace; self-hosted with local ONNX embeddings
Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors
Persistent memory with hooks, wiki, and daily synthesis for multi-project workflows
Cross-session knowledge memory and rule evolution for AI coding agents
Persistent LLM-managed personal wiki — the model writes, cross-references, and maintains the knowledge base while you curate sources. Implements Karpathy's LLM Wiki pattern with 8 operating modes.