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imprint

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Published: Sep 11, 2026 License: MIT

README

imprint

imprint

AI agent long-term memory

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release MIT

User corrections → portable markdown. Go static binary, zero runtime, MIT.

Agents forget. Users repeat themselves. imprint is the file-backed memory they share: preferences, corrections, and decisions, stored as ordinary markdown, recalled by scope, superseded instead of stacked.

Install

go install github.com/SteamedBread2333/imprint/cmd/imprint@latest

Requires Go 1.23+. CGO_ENABLED=0 — no libc, no database, no network at runtime.

Or download a platform archive from GitHub Releases, or the container from GitHub Packages:

docker pull ghcr.io/steamedbread2333/imprint:latest

From a clone:

make install
# or
make build   # writes ./imprint
make dist    # cross-compile darwin/linux/windows → dist/*.tar.gz|zip
make publish V=X.Y.Z   # tag vX.Y.Z and push (CI uploads Release + GHCR)

GitHub has no Go package registry. Publishing puts binaries on the GitHub Release and the image on GHCR (Packages).

The version you type at publish time is the only one that matters: it becomes the git tag, the module version, imprint version, and the GHCR label. Local builds without a tag print devel.

Vault

Default project vault is ./memory/ (or the nearest memory/ walking up from cwd). --global uses ~/.imprint. --vault PATH and IMPRINT_VAULT override both.

memory/
  imprint-0001.md
  archive/
    imprint-0001.md
  dashboard.html

Rules are packed into imprint-NNNN.md shards (legacy r-YYYY-MM-DD-NNN.md files are still read and compacted on open). A new shard starts at 32768 lines or 1 MiB, whichever comes first — large enough that a typical project stays in one file, small enough that reinforce still rewrites well under a millisecond on SSD.

Several frontmatter documents live in one shard. forget removes one document, not the file.

<!-- imprint pack (2 rules) -->
---
id: r-2026-09-11-001
claim: Python function names must always be snake_case
scope:
    - python
    - naming
confidence: 0.6
status: active
reinforcement_count: 0
created_at: 2026-09-11T12:00:00Z
updated_at: 2026-09-11T12:00:00Z
last_touched_at: 2026-09-11T12:00:00Z
supersedes: []
related: []
conflicts_with: []
evidence_log:
    - at: 2026-09-11T12:00:00Z
      kind: original
      text: use snake_case
---
---
id: r-2026-09-11-002
claim: Use 4-space indents
scope:
    - python
    - style
confidence: 0.85
status: active
...
---

IDs are r-YYYY-MM-DD-NNN. forget deletes the rule. supersede and sweep only archive.

CLI

imprint add "Python function names must always be snake_case" \
  --scope python,naming --text "use snake_case"

imprint find --scope python,naming
imprint reinforce r-2026-09-11-001 --evidence "user confirmed again"
imprint supersede r-2026-09-11-001 \
  --claim "All JS/Python functions must use snake_case" \
  --scope javascript,python,naming \
  --reason "extended to frontend"

imprint list --status active
imprint get r-2026-09-11-001
imprint show
imprint sweep
imprint viz                          # ./memory/dashboard.html
imprint viz --format mermaid
imprint export
imprint init                         # alwaysApply Cursor rule
imprint forget r-2026-09-11-001
imprint clear --confirm --yes        # irreversible

--json prints machine-readable JSON on stdout so agents and scripts can parse it.

Global flags: --vault PATH, --global, --json.

Cursor

Install the binary globally, then drop an alwaysApply rule in the project:

go install github.com/SteamedBread2333/imprint/cmd/imprint@latest
cd your-project
imprint init

That writes .cursor/rules/imprint-memory.mdc. Agents run imprint --json against ./memory/ (or IMPRINT_VAULT / --global for ~/.imprint). There is no MCP server.

Release

# CI path (recommended): tests, tag, push; Actions uploads Release + GHCR
make publish V=X.Y.Z
# same as: scripts/publish.sh X.Y.Z

# From this machine instead of waiting for Actions
scripts/publish.sh X.Y.Z --local

Pushing tag vX.Y.Z runs .github/workflows/release.yml. First GHCR image is private until you set the package to Public (GitHub → Packages → imprint → Package settings).

Go module

import "github.com/SteamedBread2333/imprint/pkg/imprint"

v, err := imprint.Open("./memory")
res, err := v.Add("Use gofmt", []string{"go"}, "gofmt", 0.6)
hits, err := v.Find([]string{"go"}, "", 5)

What this binary does not do

Gatekeeper classification (ADD / REINFORCE / SUPERSEDE / IGNORE), sensitive-data refusal, and “should I write this?” judgment are the agent’s job. imprint is the honest store: write, recall, reinforce, supersede, decay.

License

MIT

Directories

Path Synopsis
cmd
imprint command
loadgen command
internal
cli
pkg
imprint
Package imprint is the portable markdown vault for long-lived agent preferences.
Package imprint is the portable markdown vault for long-lived agent preferences.
tests
seed-dsnu command
seedgraph command

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