cwmem 0.2.1

Repo-native institutional memory CLI for Enterprise Architecture work.

cwmem

cwmem is a repo-native institutional memory CLI for Enterprise Architecture work.

It keeps fast operational state in SQLite, exports deterministic collaboration artifacts under memory/, and gives both humans and coding agents a consistent way to capture decisions, events, entities, and graph links inside a repository.

Who it is for

• AI coding agents that need a stable, scriptable memory layer next to the code they change
• Enterprise architects who want architecture decisions, milestones, and relationships stored in the repo
• Platform and delivery teams who need search, reviewable exports, and a shared institutional memory

What cwmem gives you

• entry CRUD with automatic lifecycle events
• tags, formal events, and entity / edge graph workflows
• lexical, semantic, hybrid, and graph-expanded retrieval
• deterministic sync export / sync import for checked-in artifacts
• dry-run, idempotency keys, sidecar locking, plan, validate, apply, and verify
• a machine-first JSON-envelope CLI with human-readable help and version output

Installation

With pip:

pip install cwmem

With uv:

uv tool install cwmem

Check the installed version:

cwmem --version

Quick start

POSIX shells

# Initialize the repository memory surfaces
cwmem init

# Capture a decision or note
cwmem add --title "Adopt repo-native memory" --type decision \
  "Store architectural context alongside the codebase."

# Search and inspect what you stored
cwmem search "repo-native memory"
cwmem list

# Add structure with entities and graph edges
cwmem entity-add --entity-type system --name "cwmem"
cwmem link mem-000001 ent-000001 --relation references

# Export tracked artifacts and verify consistency
cwmem sync export
cwmem sync export --check
cwmem verify

PowerShell

# Initialize repository memory surfaces
cwmem init

# Capture a decision
cwmem add --title "Adopt repo-native memory" --type decision `
  "Store architectural context alongside the codebase."

# Read JSON envelopes naturally in PowerShell
cwmem search "repo-native memory" | ConvertFrom-Json

# Export and verify
cwmem sync export
cwmem verify

How cwmem fits into a repository

cwmem keeps two views of the same memory system:

• runtime state in .cwmem/ for SQLite, indexes, lock files, and generated plans
• tracked collaboration artifacts in memory/ for review, sync, and git history

The main tracked surfaces are:

• memory/entries/
• memory/events/
• memory/graph/
• memory/taxonomy/
• memory/manifests/

This split gives you fast local operations without giving up reviewable, deterministic files in version control.

Core workflow

For everyday memory capture:

cwmem init
cwmem add --title "Architecture decision" --type decision "Capture the rationale."
cwmem event-add --event-type milestone "MVP shipped"
cwmem search "architecture decision"
cwmem related mem-000001
cwmem sync export
cwmem verify

For higher-risk workflows that should be reviewed before mutating state:

cwmem plan sync-import --plan-out .cwmem/plans/import-plan.json
cwmem validate --plan .cwmem/plans/import-plan.json
cwmem apply --plan .cwmem/plans/import-plan.json
cwmem verify

Safety model

Every command writes exactly one JSON envelope to stdout. That makes the CLI easy to automate, inspect, and pipe into other tooling.

Reads are parallel-safe. Mutating commands serialize through .cwmem/memory.sqlite.lock and support safety flags such as:

• --dry-run
• --idempotency-key
• --wait-lock
• --plan-out

Use cwmem guide when you want the machine-readable command catalog, schema information, and workflow contract.

Command groups

Command	What it is for
cwmem guide	Machine-readable CLI contract and workflow metadata
cwmem init / status	Bootstrap and inspect repository memory surfaces
cwmem add, update, tag-add, event-add, entity-add, link	Capture or mutate memory records
cwmem get, list, search, related, graph, log	Read, retrieve, search, and traverse memory
cwmem sync export / sync import	Move between SQLite runtime state and checked-in artifacts
cwmem build, stats, validate, plan, apply, verify	Rebuild derived data, inspect health, and run safe workflows

Deterministic collaboration surface

cwmem sync export writes a deterministic memory/ tree so that:

• pull requests can review memory changes like code changes
• the runtime database can be reconstructed from tracked artifacts
• CI can detect drift with cwmem sync export --check

This makes architecture memory auditable rather than hidden in a local database.

Local quality gate

Run this before opening a PR or cutting a release:

uv run ruff check src tests
uv run pyright src
uv run pytest --tb=short
uv build

Release automation

• CI workflow: .github/workflows/ci.yml
• Publish workflow: .github/workflows/publish.yml
• Contributor guide: CONTRIBUTING.md
• Agent expectations: AGENTS.md

PyPI publishing uses GitHub OIDC Trusted Publisher with the pypi environment and publishes automatically on pushes to master.

Repository docs

• README.md — product overview and quick start
• CONTRIBUTING.md — local development and release checklist
• AGENTS.md — agent expectations and workflow conventions

If you want the CLI to explain itself interactively, start with:

cwmem --help
cwmem guide