Claude MarketplacesSubmit
vectorize-io avatar

Hindsight Docs

vectorize-io/hindsight

This is the complete technical documentation for Hindsight, a biomimetic memory system for AI agents. You get everything: the retain/recall/reflect API operations, deployment guides for Docker and Kubernetes, SDKs for Python/Node.js/Rust, and cookbook recipes for common patterns. The docs cover the four parallel retrieval strategies (semantic, BM25, graph, temporal), memory bank configuration with dispositions, and document_id mechanics for conversation threading. Start with best-practices.md for the fastest path to correct integration. The structure is well organized under references/ with API specs, developer guides, SDK docs, and working examples all separated clearly.

skills.sh installs
9.6K
GitHub stars
60.1K
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add vectorize-io/hindsight --skill hindsight-docs --agent claude-code

Installs into .claude/skills of the current project.

Files

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

Documentation Structure

All documentation is in references/ organized by category:

SKILL.md on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Details

Repository
github.com/vectorize-io/hindsight
Categories
Documentation, Code Review & Quality
First seen
Apr 16, 2026

More from vectorize-io/hindsight

All 4

Recommended

More Documentation
1forcedotcom avatarplatform-docs-getforcedotcom/sf-skillsOfficial Salesforce documentation retrieval skill. Use when you need authoritative Salesforce docs from developer.salesforce.com, help.salesforce.com, architect6.8Kskills.sh installs
2trkbt10 avatarindexion-readmetrkbt10/indexion-skillsREADME construction — initialize template structure, generate per-package READMEs from doc comments, plan writing tasks, assemble root README from docs/ and pac5.1Kskills.sh installs
3trkbt10 avatarindexion-documentationtrkbt10/indexion-skillsDocumentation analysis — assess coverage, detect code-to-doc drift with plan reconcile, visualize dependencies with doc graph. Answers "what needs docs?" and "a5Kskills.sh installs
4grafana avatark6-docsgrafana/skillsWrite or review k6 documentation across the three k6 repositories - k6-DefinitelyTyped (TypeScript types), k6-docs (user documentation), and k6 (release notes /4.5Kskills.sh installs
5giuseppe-trisciuoglio avatartypescript-docsgiuseppe-trisciuoglio/developer-kitGenerates comprehensive TypeScript documentation using JSDoc, TypeDoc, and multi-layered documentation patterns for different audiences. Use when creating API d4.4Kskills.sh installs
6amelnagdy avatardocs-guardamelnagdy/guard-skillsReview generated or changed documentation before it ships — READMEs, API references, docstrings, PHPDoc/JSDoc, changelogs, tutorials, and doc sites. Best used r4.1Kskills.sh installs