Tag: knowledge-retrieval
Analyzing and retrieving agentscope library information
This skill provides structured methods for querying the AgentScope library. It enables the retrieval of official tutorials, code examples, and detailed module structures by utilizing dedicated search scripts and file system navigation.
Agentic Memory Protocol for Context Management
This protocol guides agents on implementing robust, persistent memory context by defining when and how to search and write memories. It mandates deliberate context retrieval using structured metadata filters and ensures key learnings, decis…
Hindsight Self-Hosted Team Memory Skill
Enables agents to persist and retrieve team knowledge, project conventions, and task learnings via a self-hosted Hindsight server. The server processes raw content to extract structured facts, entities, and semantic embeddings for efficient…
Structured end-of-session context capture
This skill structures the end of a session to capture critical context, ensuring the next interaction starts with full knowledge. It mandates recording not just facts, but the underlying reasoning (the 'why') behind decisions, conventions, …
Cross-Mind Debate Orchestration
Acts as a neutral moderator to orchestrate structured multi-perspective debates by retrieving diverse viewpoints from the Noosphere. It utilises tools like telepath and consciousness_map to organise opposing arguments and facilitate user co…
Persistent Context Memory for Claude Code
Provides a mechanism to save and search Claude Code sessions, ensuring that decisions, code snippets, and context persist across conversations. It allows developers to retrieve structured summaries and key conversation details using natural…
Salience-based memory filtering for agents
This skill acts as a gate before memory encoding, assessing whether a piece of information meets a high salience threshold. It prevents signal dilution by discarding transient data, such as file reads or internal reasoning, ensuring only cr…
Three-Layer Memory Retrieval Skill
Implements a hierarchical three-layer workflow for token-efficient retrieval of historical project context, decisions, and error logs. It enables progressive querying from lightweight search indices to temporal timelines and detailed conten…
Memory Consolidation and Cleanup Protocol
A protocol for cleaning and consolidating stored memories by removing duplicates, deleting expired entries, and rewriting vague information. It automates the transformation of raw observations into structured, high-quality knowledge.