vectorize-io/hindsight
8 skills6.6k installs153k starsGitHub
Install
npx skills add https://github.com/vectorize-io/hindsightSkills in this repo
1Hindsight DocsThe hindsight-docs skill complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.. Hindsight Documentation Skill Complete technical documentation for Hindsight - a biomimetic memory system for AI agents. When to Use This Skill Use this skill when you need to: - Understand Hindsight architecture and core concepts - Learn about retain/recall/reflect operations - Configure memory banks and dispositions - Set up the Hindsight API server (Docker, Kubernetes, pip) - Integrate with Python/Node.js/Rust SDKs - Understand retrieval strategies (semantic, BM25, graph, temporal) - Debug issues or optimize performance - Review API endpoints and parameters - Find cookbook examples and recipes Documentation Structure All documentation is in references/ organized by category: How to Find Documentation 1. Find Files by Pattern (use Glob tool) 2. Search Content (use Grep tool) 3. Read Full Documentation (use Read tool) Start Here: Best Practices Before reading API docs, read the best practices guide. It covers practical rules for missions, tags, content format, observation scopes, and anti-patterns -5.4kinstalls2Hindsight Self Hostedhindsight-self-hosted is a persistent memory skill from vectorize-io/hindsight that links agents to a team-shared, self-hosted Hindsight memory bank. It proactively stores conventions and recalls prior context through the Hindsight CLI, with first-time setup verified via ~/.hindsight/config. Developers reach for hindsight-self-hosted when agents must remember what worked across sessions, share learnings across a engineering team, and preload codebase conventions before starting new implementation tasks on self-hosted infrastructure.329installs3Hindsight LocalHindsight Local is an agent skill from vectorize-io/hindsight that gives agents persistent memory via the `hindsight-embed` CLI. The workflow verifies daemon status with `uvx hindsight-embed daemon status`, runs interactive `uvx hindsight-embed configure` on first setup, and proactively stores learnings while recalling context before new tasks. Developers reach for Hindsight Local when agents should remember what worked instead of restarting from zero each session. Hindsight Local fits long-running agent workflows where preferences, outcomes, and procedures accumulate over time on a local machine.319installs4Hindsight Cloudhindsight-cloud: A skill for development. This provides functionality for development workflows.170installs5Hindsight Architecthindsight-architect is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.129installs6Code Reviewcode-review is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.84installs7Create Agentcreate-agent is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.64installs8Hs Releasehs-release is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.30installs