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Complete Hindsight documentation for AI agents. Use this to learn about Hindsight architecture, APIs, configuration, and best practices.

Use this Skill: https://skilld.dev/gh/vectorize-io/hindsight/hindsight-docs

This session only. Nothing lands on disk.

referencessdksintegrationsopenhands.md

≈468 tokens on demand. Your agent reads this file only when SKILL.md points to it.

OpenHands

Long-term memory for OpenHands (formerly OpenDevin), powered by Hindsight. One command connects OpenHands to the Hindsight MCP server and adds a recall/retain rule — so the agent recalls relevant memory at the start of a task and retains durable facts as it works.

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How It Works

OpenHands has native Streamable-HTTP MCP support, so the Hindsight MCP endpoint connects directly (no bridge):

[mcp]
shttp_servers = [
    {url = "https://api.hindsight.vectorize.io/mcp/my-project/", api_key = "hsk_..."}
]

OpenHands also loads AGENTS.md (and repo microagents) into the agent's context on every task — that's where the recall/retain rule lives, telling the agent to recall first and retain durable facts.

Setup

pip install hindsight-openhands
cd your-project
hindsight-openhands init --api-token YOUR_HINDSIGHT_API_KEY --bank-id my-project

init merges the [mcp] entry into ./config.toml and writes the rule into ./AGENTS.md. Use a Hindsight Cloud key, or point at a self-hosted server with --api-url http://localhost:8888 (no token needed for an open local server). If config.toml can't be parsed safely, init prints the snippet to paste instead — or run hindsight-openhands init --print-only anytime.

Commands

Command Description
hindsight-openhands init Add the MCP server + recall/retain rule
hindsight-openhands status Show whether the server + rule are configured
hindsight-openhands uninstall Remove the server + rule

See the package README for full configuration options.

Source: SKILL.md on GitHub

1 alerttoday5 checks · Risk SAFE
  • Gen Agent Trust Hubtoday

    The skill is a comprehensive documentation set for the Hindsight memory system, providing architecture overviews, API references, and integration guides for multiple AI agent frameworks. No security risks were identified in the documentation or provided examples.

  • Sockettoday

    No alerts

  • Snyktoday

    Risk: LOW · No issues

  • Runlayer6mo

    30/42 files flagged

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 5bfef3c. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 17 hours ago.

Activeupdated 2 months ago

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