Hindsight

An opencode plugin for integrating with Vectorize Hindsight, an AI agent memory system. The plugin gives each opencode agent one configured Hindsight bank for automatic recall, automatic retention, manual tools, and TUI retain.

Status: This package is pre-1.0 alpha software. The one-agent/one-bank configuration model is a breaking pre-1.0 change. Test with non-critical memory banks before relying on it for important workflows.

Features

• Per-agent Hindsight configuration via agent.<name>.options.hindsight.
• Global defaults with per-agent overrides.
• applyMode: "opt-in" and applyMode: "opt-out" support.
• One Hindsight bank per enabled agent.
• Automatic memory recall at root session start.
• Configure session-start context injection with a Hindsight mental model ID or a custom recall query, with per-agent overrides.
• Automatic transcript retention on session.status idle events.
• On-demand TUI session retention with /hindsight-retain.
• Pre-compaction retention and recall support.
• Manual tools:
  • hindsight_retain
  • hindsight_recall
  • hindsight_reflect
• Root-session-only automatic behavior, while manual tools remain available to configured child agents.
• Graceful degradation when disabled, unconfigured, or when Hindsight/API calls fail.

Advanced workflows that need multiple banks per agent should use the Hindsight CLI or Hindsight MCP server directly.

Requirements

• Bun 1.3.10 or newer compatible runtime for development.
• opencode with @opencode-ai/plugin >=1.14.41.
• A running Hindsight API endpoint.
• Optional Hindsight API token, depending on your Hindsight deployment.

Installation

After the package is published to npm, install it in the environment where opencode loads plugins:

bun add @toady00/opencode-hindsight

For local development from this repository:

bun install
bun run build

Then reference the package from your opencode configuration.

If you are testing from a local checkout before publishing, build the package first and use your package manager's local-link workflow from the opencode configuration environment.

Quick Start

For a single shared project memory bank, this is the smallest useful setup:

.opencode/opencode.json:

{
  "plugin": [
    [
      "@toady00/opencode-hindsight",
      {
        "hindsightApiUrl": "http://localhost:8888",
        "applyMode": "opt-out",
        "defaults": {
          "bankId": "project",
          "autoRetain": true,
          "autoRecall": true,
          "tags": ["source:opencode", "repo:my-project"]
        }
      }
    ]
  ]
}

.opencode/tui.json:

{
  "plugin": ["@toady00/opencode-hindsight"]
}

With this configuration, root sessions automatically recall from project at startup, retain transcripts to project as the session goes idle, expose manual retain/recall/reflect tools for configured agents, and enable the /hindsight-retain TUI slash command.

The TUI command is configured in tui.json, not opencode.json. Keep all Hindsight options, including hindsightApiUrl, defaults, applyMode, and per-agent behavior, on the server plugin in opencode.json; the TUI plugin reads that server configuration at runtime.

By default, automatic retention waits for three new user turns before retaining. Set retainEveryNTurns to 1 while smoke-testing if you want the first idle event after a prompt to retain immediately.

Basic opencode Configuration

Add the server plugin to opencode.json:

{
  "plugin": [
    [
      "@toady00/opencode-hindsight",
      {
        "hindsightApiUrl": "http://localhost:8888",
        "hindsightApiToken": "optional-token",
        "applyMode": "opt-in",
        "debug": false,
        "defaults": {
          "bankId": "project",
          "async": true,
          "tags": ["source:opencode", "repo:my-project"],
          "retainStrategy": "conversation",
          "retainMode": "full-session",
          "retainEveryNTurns": 3,
          "retainConversationExtras": false,
          "autoRetain": true,
          "autoRecall": true,
          "sessionStartMentalModel": null,
          "sessionStartRecallPrompt": null
        }
      }
    ]
  ]
}

Add the TUI plugin to tui.json if you want the /hindsight-retain TUI slash command:

{
  "plugin": ["@toady00/opencode-hindsight"]
}

If you pin the server plugin to a version, pin the TUI plugin to the same version:

{
  "plugin": ["@toady00/opencode-hindsight@0.2.2"]
}

You can also configure the Hindsight endpoint via environment variables:

export HINDSIGHT_API_URL="http://localhost:8888"
export HINDSIGHT_API_TOKEN="optional-token"
export HINDSIGHT_DEBUG="true"

Environment variables are used when the equivalent plugin options are omitted.

Plugin Options

Option	Description	Default
hindsightApiUrl	Hindsight API URL. Required unless HINDSIGHT_API_URL is set.	none
hindsightApiToken	Optional API token. Can also use HINDSIGHT_API_TOKEN.	none
applyMode	"opt-in" enables only agents with explicit hindsight config; "opt-out" enables agents unless they explicitly disable Hindsight.	"opt-in"
debug	Enable debug logging. Can also use HINDSIGHT_DEBUG.	false
defaults	Agent Hindsight defaults shared by enabled agents.	built-in defaults

If no Hindsight API URL is configured, the plugin logs an error and returns no hooks so opencode can continue.

Apply Modes and enabled

applyMode controls how the plugin decides whether an agent receives Hindsight behavior:

• "opt-in": agents are disabled by default. Add an options.hindsight block to enable an agent. Set enabled: false inside that block to keep the agent disabled while documenting its intended configuration.
• "opt-out": agents are enabled by default and receive plugin defaults. Set enabled: false in an agent's options.hindsight block to disable that agent.

When enabled is omitted from an agent config, the apply mode decides the default. When enabled: true is present, that agent is enabled in either mode.

Agent Hindsight Defaults

The defaults object and each agent's options.hindsight block use the same field names:

Field	Type	Default	Description
enabled	boolean	apply-mode dependent	Per-agent override for whether Hindsight behavior is enabled.
bankId	string	omitted	Hindsight bank used by this agent for automatic recall, automatic retention, manual tools, and TUI retain.
async	boolean	true	Whether retain calls use Hindsight async processing.
tags	string[]	[]	Tags attached to retain calls.
retainStrategy	string	omitted	Hindsight retain strategy name. Must exist in Hindsight bank configuration.
retainMode	"full-session" | "last-turn"	"full-session"	Transcript scope used for idle auto-retain.
retainEveryNTurns	number	3	User-turn interval for idle auto-retain. Minimum is 1.
retainConversationExtras	boolean	false	Whether retained transcripts include extra non-conversational content. By default, retain sends only conversational text and omits tool outputs, reasoning parts, thinking-style tags, synthetic text, ignored text, injected Hindsight memory blocks, and legacy user system prompts. Set to true to preserve the older, more verbose retention behavior where text-bearing extras are retained.
autoRetain	boolean	true	Whether idle and pre-compaction transcript retention run for root sessions.
autoRecall	boolean	true	Whether root session-start and compaction recall run.
sessionStartMentalModel	string | null	undefined	Hindsight mental model ID to fetch at root session start instead of performing generic recall. Use null to explicitly clear an inherited default.
sessionStartRecallPrompt	string | null	undefined	Custom query string for root session-start recall when no mental model is configured. Use null to explicitly clear an inherited default.

Agent-level values replace plugin-level defaults using a shallow override model. For example, a per-agent tags array replaces default tags instead of merging with them.

Per-Agent Configuration

Agent settings live under each agent's options.hindsight field:

{
  "agent": {
    "build": {
      "options": {
        "hindsight": {
          "enabled": true,
          "bankId": "build-memory",
          "retainMode": "last-turn",
          "retainEveryNTurns": 2,
          "retainConversationExtras": false,
          "tags": ["source:opencode", "agent:build"],
          "async": true,
          "retainStrategy": "conversation",
          "autoRetain": true,
          "autoRecall": true,
          "sessionStartMentalModel": "build-agent-context"
        }
      }
    },
    "review": {
      "options": {
        "hindsight": {
          "enabled": true,
          "bankId": "review-memory",
          "sessionStartMentalModel": null,
          "sessionStartRecallPrompt": "Relevant code review preferences, recurring review findings, project risk areas, and recent review context."
        }
      }
    },
    "plan": {
      "options": {
        "hindsight": {
          "enabled": false
        }
      }
    }
  }
}

YAML Frontmatter

Agent markdown frontmatter uses the same nested hindsight object. Use nested YAML only:

hindsight:
  enabled: true
  bankId: tester-memory
  async: false
  retainStrategy: conversation
  retainMode: last-turn
  retainEveryNTurns: 1
  retainConversationExtras: false
  autoRetain: true
  autoRecall: true
  tags:
    - source:opencode
    - agent:tester
  sessionStartMentalModel: null
  sessionStartRecallPrompt: Relevant testing conventions, flaky tests, and recent QA context for this repository.

TUI Plugin

Add @toady00/opencode-hindsight to tui.json to enable the /hindsight-retain slash command:

{
  "plugin": ["@toady00/opencode-hindsight"]
}

The package exports a ./tui entrypoint, but opencode resolves that entrypoint internally when loading tui.json; do not put @toady00/opencode-hindsight/tui in config. Also do not put the TUI plugin in opencode.json; server plugins and TUI plugins are loaded by different opencode runtimes.

Keep Hindsight options on the server plugin in opencode.json; no separate TUI options are needed. The TUI plugin reads the loaded server plugin tuple from opencode state when /hindsight-retain runs, so the same hindsightApiUrl, hindsightApiToken, applyMode, and defaults apply to manual TUI retain.

Plugin and config changes, including adding the TUI plugin entry, require restarting opencode before they take effect.

To use the command, open a session in the TUI and type /hindsight-retain in the command palette. The command retains the current session transcript to the agent's configured bankId on demand. Manual TUI retain always sends the full session transcript, uses the opencode session ID as the Hindsight document ID, and re-running the command for the same session overwrites that retained document. The retained transcript is filtered the same way as automatic retention, so tool call records, tool outputs, reasoning parts, thinking-style tags, synthetic text, ignored text, and injected Hindsight memory blocks are not sent to Hindsight. It does not update automatic retain turn counters; retainEveryNTurns only affects idle auto-retain.

Set retainConversationExtras: true in plugin defaults or per-agent hindsight config if you want retained transcripts to keep text-bearing extras such as tool outputs, reasoning/thinking text, synthetic/ignored text, and legacy user system prompts.

If /hindsight-retain is missing or cannot find configuration, check:

• .opencode/tui.json contains the package spec, for example "plugin": ["@toady00/opencode-hindsight"].
• .opencode/opencode.json contains the server plugin tuple with hindsightApiUrl or HINDSIGHT_API_URL is set.
• opencode was restarted after editing either config file.

Session-Start Context Configuration

Root sessions can receive context from either a Hindsight mental model or a recall query. Configure these fields in plugin-level defaults or override them per agent.

Precedence rules:

1. If sessionStartMentalModel is configured, the plugin fetches that mental model ID from the agent's bankId and injects the content. recall() is not called.
2. If only sessionStartRecallPrompt is configured, the plugin calls recall() with that custom query instead of the built-in default.
3. If neither is configured, the plugin uses the built-in default recall query.

sessionStartMentalModel and sessionStartRecallPrompt are mutually exclusive in effect: a configured mental model always wins. Set a field to null to clear an inherited plugin default for a specific agent.

Plugin-level default mental model:

{
  "plugin": [
    ["@toady00/opencode-hindsight", {
      "hindsightApiUrl": "http://localhost:8888",
      "defaults": {
        "bankId": "project-memory",
        "sessionStartMentalModel": "project-architecture"
      }
    }]
  ]
}

Per-agent custom recall prompt, clearing an inherited mental model:

{
  "agent": {
    "review": {
      "options": {
        "hindsight": {
          "bankId": "review-memory",
          "sessionStartMentalModel": null,
          "sessionStartRecallPrompt": "Relevant code review preferences, recurring review findings, project risk areas, and recent review context."
        }
      }
    }
  }
}

YAML frontmatter clearing an inherited mental model:

hindsight:
  bankId: review-memory
  sessionStartMentalModel: null
  sessionStartRecallPrompt: Relevant code review context.

Validation and limitations:

• sessionStartMentalModel expects a mental model ID, not the display name.
• Empty strings and whitespace-only values are ignored with warnings.
• Invalid per-agent values, such as non-string non-null values, fall back to valid plugin defaults.
• null explicitly clears an inherited plugin default without a warning.

Automatic Recall

For root sessions, the plugin marks a session for recall when the session.created event arrives and the agent has autoRecall: true and a configured bankId. On the next experimental.chat.system.transform hook, the bank is queried with this fixed query unless session-start configuration overrides it:

Relevant project context, user preferences, and recent work for this agent.

Successful recall results are appended to the system prompt in a <hindsight_memories> block with an ISO timestamp. Existing system prompt entries are preserved.

If the bank query fails, the session remains marked for recall so the plugin can retry on the next system transform. If the bank query succeeds but no memories are returned, the recall marker is consumed and no memory block is injected.

Automatic Retention

Automatic retention runs on session.status events where status.type === "idle". The plugin also accepts the deprecated session.idle event for compatibility with older event producers.

Auto-retain only runs for root sessions with autoRetain: true and a configured bankId. Child sessions are skipped for automatic retention.

retainMode: "full-session"

The plugin fetches all session messages, formats user and assistant conversational text as a transcript, strips any previously injected Hindsight memory blocks, tool/reasoning parts, thinking-style tags, synthetic text, and ignored text, and retains the transcript to bankId using the session ID as the document ID. Repeated retains overwrite the same session document.

Set retainConversationExtras: true to keep text-bearing extras in retained transcripts and preserve the older, more verbose retention behavior.

retainMode: "last-turn"

The plugin extracts the last retainEveryNTurns user turns and their assistant responses, formats that window as a transcript, and retains it as a new unique document.

Compaction

Before compaction, the plugin attempts to retain the full transcript to bankId using the session ID as the document ID. This bypasses normal turn throttling and retainMode. It then attempts compaction recall and appends any recalled memory block to the compaction context.

Async retain, strategies, and tags

Retention uses Hindsight async processing by default (async: true). Set async: false when retain calls must wait for Hindsight to finish processing before the plugin treats the retain as successful. The plugin submits async retain operations but does not poll them or report later async failures.

retainStrategy applies to retain calls. Strategy names must already exist in Hindsight bank configuration; this plugin only passes the configured strategy name through to Hindsight.

Configured tags are attached to retain calls only. Recall and reflect tag filtering is out of scope for this plugin.

Manual Tools

Configured agents receive these tools:

hindsight_retain

Stores information in the agent's configured bankId.

Parameters:

• content — required; cannot be empty.
• context — optional first-class Hindsight retain context.

retainStrategy, tags, and async behavior are controlled by user configuration, not by tool arguments.

Example request:

{
  "content": "The project uses Bun and tsup for building the plugin.",
  "context": "Repository setup decision"
}

hindsight_recall

Searches the agent's configured bankId and returns matching memories.

Parameters:

• query — required; cannot be empty.

hindsight_reflect

Synthesizes an answer from the agent's configured bankId.

Parameters:

• query — required; cannot be empty.

Manual tools can be used in child sessions if the child agent has resolved Hindsight configuration. There is no child-session restriction on manual tools.

Development

Install dependencies:

bun install

Build the ESM bundle and declarations:

bun run build

Run tests:

bun run test

Watch build output during development:

bun run dev

Issue Tracking

This project uses bd for issue tracking. After cloning the repository or creating a new worktree, run this from the worktree root:

bd bootstrap

Inspiration

This project uses the official Hindsight opencode plugin as a reference point for the integration pattern while focusing this package's configuration on one Hindsight bank per opencode agent.