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Agent skills
embeddings

Topic: embeddings

79 skills in this topic.

memory-recall Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge. Also use when you see '[memsearch] Memory available' hints.
zilliztech/memsearch 1,192
test-skill test description
langchain4j/langchain4j 11,558
greeting-user Explains how to properly greet the user
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
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
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
do
thedotmack/claude-mem 48,051
claude-code-plugin-release Automated semantic versioning and release workflow for Claude Code plugins. Handles version increments across package.json, marketplace.json, and plugin.json, build verification, git tagging, GitHub releases, and changelog generation.
thedotmack/claude-mem 48,051
timeline-report Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project history analysis, development journey, or full project report.
thedotmack/claude-mem 48,051
smart-explore Token-optimized structural code search using tree-sitter AST parsing. Use instead of reading full files when you need to understand code structure, find functions, or explore a codebase efficiently.
thedotmack/claude-mem 48,051
mem-search Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.
thedotmack/claude-mem 48,051
make-plan Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with do.
thedotmack/claude-mem 48,051
knowledge-agent Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.
thedotmack/claude-mem 48,051
do Execute a phased implementation plan using subagents. Use when asked to execute, run, or carry out a plan — especially one created by make-plan.
thedotmack/claude-mem 48,051
make-plan
thedotmack/claude-mem 48,051
openclaw
thedotmack/claude-mem 48,051
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
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
NEON-SOUL Automated soul synthesis for AI agents. Extracts identity from memory files, promotes recurring patterns to axioms (N>=3), generates SOUL.md with full provenance tracking. Bundled processing engine — no manual Q&A needed.
live-neon/neon-soul 12
consciousness-soul-identity Discover who you're becoming through your own experience. Automated soul synthesis that reads your memory, finds the patterns you keep returning to, and builds an identity document grounded in evidence — not assumptions.
live-neon/neon-soul 12
grepai-quickstart Get started with GrepAI in 5 minutes. Use this skill for a complete walkthrough from installation to first search.
yoanbernabeu/grepai-skills 15