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Agent skills
vector-database

Topic: vector-database

47 skills in this topic.

orchestrate This skill should be used when the user asks to 'orchestrate a task', 'break down work into parallel agents', 'coordinate subtasks', 'run agents in parallel', or mentions 'multi-agent'. Decomposes complex tasks into tracked subtasks, dispatches parallel subagents, and coordinates until completion.
varun29ankuS/shodh-memory 191
shodh-memory Persistent memory system for AI agents. Use this skill to remember context across conversations, recall relevant information, and build long-term knowledge. Activate when you need to store decisions, learnings, errors, or context that should persist beyond the current session.
varun29ankuS/shodh-memory 191
greeting-user Explains how to properly greet the user
langchain4j/langchain4j 11,558
test-skill test description
langchain4j/langchain4j 11,558
greeting-user Explains how to properly greet the user
langchain4j/langchain4j 11,558
using-process-tool Describes how to correctly use 'process' tool
langchain4j/langchain4j 11,558
migrate-honcho-ts Migrates Honcho TypeScript SDK code from v1.6.0 to v2.1.1. Use when upgrading @honcho-ai/sdk, fixing breaking changes after upgrade, or when errors mention removed APIs like .core, getConfig, observations, or snake_case properties.
plastic-labs/honcho 2,088
honcho-memory Gives AI agents persistent memory across conversations using Honcho. Automatically saves and retrieves user context so the AI remembers preferences, history, and facts between sessions. Use when you need the AI to remember past conversations, recall what a user has told it, inject relevant context into prompts, or manage separate memory spaces for different topics.
plastic-labs/honcho 2,088
honcho-integration Integrate Honcho memory and social cognition into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, implementing the dialectic chat endpoint for AI agents, or wiring Honcho into bot frameworks (nanobot, openclaw, picoclaw, etc).
plastic-labs/honcho 2,088
migrate-honcho Migrates Honcho Python SDK code from v1.6.0 to v2.1.1. Use when upgrading honcho package, fixing breaking changes after upgrade, or when errors mention AsyncHoncho, observations, Representation class, .core property, or get_config methods.
plastic-labs/honcho 2,088
gitnexus-impact-analysis Analyze blast radius before making code changes
doobidoo/mcp-memory-service 1,646
gitnexus-exploring Navigate unfamiliar code using GitNexus knowledge graph
doobidoo/mcp-memory-service 1,646
gitnexus-refactoring Plan safe refactors using blast radius and dependency mapping
doobidoo/mcp-memory-service 1,646
gitnexus-debugging Trace bugs through call chains using knowledge graph
doobidoo/mcp-memory-service 1,646
wax-performance-audit Benchmarking and performance auditing for the Wax repo. Use when running or interpreting Wax benchmarks, diagnosing CPU, memory, or I/O bottlenecks, or investigating Swift 6.2 concurrency issues such as Sendable, actor isolation, `@unchecked Sendable`, task-group fan-out, and data races.
christopherkarani/Wax 700
wax Comprehensive guidance for the Wax on-device memory/RAG framework. Use when integrating MemoryOrchestrator, VideoRAGOrchestrator, Wax/WaxSession, embedding providers, hybrid search, maintenance, or when evaluating Wax constraints like offline-only, single-file .wax persistence and deterministic retrieval.
christopherkarani/Wax 700
codebase-exploration Explore and understand codebases using SocratiCode semantic search, dependency graphs, and context artifacts. Use when exploring code, understanding architecture, finding functions/types, analyzing dependencies, searching database schemas or API specs, or when socraticode/codebase_search tools are available. Activates when the user asks about code structure, wants to find where a feature lives, or needs to understand how code is organized.
giancarloerra/SocratiCode 808
codebase-management Set up, index, and manage SocratiCode codebase indexing. Use when the user wants to index a project, check infrastructure health, start/stop file watching, configure context artifacts, troubleshoot indexing issues, manage the code graph, or any SocratiCode administrative task. Activates when the user mentions indexing, setting up search, SocratiCode infrastructure, or managing the codebase index.
giancarloerra/SocratiCode 808
check-status Check status of background operations
blueraai/bluera-knowledge 11
crawl Crawl web pages with natural language control and add to knowledge store
blueraai/bluera-knowledge 11
cancel Cancel a background job
blueraai/bluera-knowledge 11
remove-store Delete a knowledge store and all associated data
blueraai/bluera-knowledge 11
search Search indexed library sources
blueraai/bluera-knowledge 11
test-plugin Run comprehensive plugin validation test suite
blueraai/bluera-knowledge 11