Wm

wm - Working Memory for AI Sessions

Captures tacit knowledge from sessions and provides relevant context for current work.

All commands invoke the wm CLI. If wm is not installed, show:

wm not installed. Install with:
  brew tap open-horizon-labs/homebrew-tap && brew install wm
  # or: cargo install working-memory

$wm compile

Get relevant context for current work. Synthesizes knowledge from past sessions.

wm compile

$wm distill

Extract learnings from completed work sessions.

wm distill

$wm init

Initialize working memory for this project.

wm init

$wm show state

Display the accumulated knowledge state.

wm show state

$wm show sessions

List recent work sessions.

wm show sessions

$wm dive save

Save current dive context as a named prep.

wm dive save <name>

$wm dive list

List all saved dive preps.

wm dive list

$wm dive switch

Switch to a named dive prep.

wm dive switch <name>

$wm dive show

Show current dive prep content.

wm dive show

Codex-Native Features

These features leverage Codex-specific capabilities.

$wm dive [intent]

Start every session with a dive. This is an agent flow, not a single CLI command.

Intent options:

• fix - Bug fix session
• plan - Design/architecture work
• explore - Understanding code
• ship - Getting changes merged
• review - Reflect on recent work

Dive Prep Flow

Step 1: If intent not provided, ask user:

What's your intent for this session?
[ ] fix - Fix a bug or issue
[ ] plan - Design an approach
[ ] explore - Understand something
[ ] ship - Get something deployed

Step 2: Gather context from available sources:

git status
git log --oneline -5
cat AGENTS.md 2>/dev/null || cat CLAUDE.md 2>/dev/null
wm compile

Step 3: Build and write the dive manifest:

Create .wm/dive_context.md with:

# Dive Session

**Intent:** [intent]
**Started:** [timestamp]

## Context
[Project instructions, git state, relevant knowledge]

## Focus
[What we're working on]

## Workflow
[Steps for this intent type]

Step 4: Confirm to user:

Dive session prepared
  Intent: [intent]
  Context: .wm/dive_context.md

Ready to work.

No dive is too small. Even a quick bug fix benefits from 30 seconds of explicit intent.

$wm compile --search

Augment working memory with fresh web results (uses Codex web search).

Steps:

1. Run wm compile to get accumulated knowledge
2. Use Codex web search for fresh documentation on <query>
3. Combine both into comprehensive context

$wm codex-sessions

Analyze recent Codex sessions for knowledge extraction.

Steps:

1. Find recent sessions in ~/.codex/sessions/
2. Extract key decisions and learnings
3. Feed to wm distill

$wm resume-context

Get context for resuming a previous Codex session. Integrates with codex resume.

Dive Terminology

• dive-prep = the action of preparing context before work
• dive pack = a reusable bundle of context for a type of work
• dive context = the session-specific manifest created by dive-prep

Workflow Integration

1. Before work: $wm dive <intent> - prep context
2. During work: $wm compile - get relevant knowledge as needed
3. At decision points: $sg review - metacognitive review
4. After work: $wm distill - capture learnings

Protocol: Treat wm as your external memory. Don't guess at past decisions - check wm first.