Portable, cross-vendor AI memory in .fafm — offline-first SDK; connect a free namepoint for full intel.
Project description
claude-fafm-sdk
Home: faf.one/memory · Blog: Forgettable Memory
Portable, cross-vendor AI memory in .fafm. Give an AI agent memory that
versions with your project and moves between models — instead of being locked to
one vendor.
| Edition | Forgettable Memory |
| Release | 1.5.2 (docs/polish) |
| Product cut | 1.5.1 — first 1.5.x on PyPI (no production 1.5.0) |
What's New in 1.5.2 — Docs and polish
Docs and polish — PyPI front door matches Forgettable Memory (1.5.1 production cut); no lattice change.
Same product as 1.5.1. This patch bakes the correct front door into the package long-description (PyPI freezes README at publish). No merge, wire, or API change.
Product: Forgettable Memory (1.5.x)
Until 1.5, every edition only grew the soul: delete was absence, and merge
resurrected whatever a peer still held. 1.5 makes a delete state —
forget writes a tombstone that travels with the soul, joins as an LWW
max-register, and suppresses the fact on emit. 1.5.1 is the production
cut: forget converges on both the packet path and hosted namepoint
pull / sync (same CvRDT). Could have been 2.0; we kept the arc honest as 1.5.
Key features (1.5.x)
Soul.forget/forget_text+ CLIforget— remove the live fact and write a tombstone- Both transports — packet (
seal/merge) and hosted (pull/sync) - Tombstone ≠ secure erase — lattice convergence, not forensic wipe
- Verifiable Provenance (1.4) — optional Ed25519 (
[sign]extra); base path zero-crypto - Provable Receipt (1.3) · Sendable (1.2) · Mergeable (1.1)
Arc: Mergeable → Sendable → Provable → Verifiable → Forgettable
Full detail: CHANGELOG · faf.one/blog/forgettable-memory
uvx claude-fafm-sdk --version # → 1.5.2
uvx claude-fafm-sdk forget --help
claude-fafm-sdk forget secret-id # id — or: forget --text "…"
claude-fafm-sdk seal -f soul.fafm -o out.fafmp # tombstones ride the packet
# hosted: push → pull/sync go through merge_souls — forgotten stays forgotten
Offline-first: the local Soul works with no account. Connect a free
namepoint for the full intel (semantic recall, smart-merge) at personal scale.
Two profiles, one
.fafmformat. This is the knowledge profile (typed, cross-linked agent memory). For the voice profile — the Voice Memory Layer — see grok-faf-voice.
Install
uv add claude-fafm-sdk # in a project (recommended)
pip3 install claude-fafm-sdk==1.5.2 # pin the front door you expect
# optional provenance:
pip3 install 'claude-fafm-sdk[sign]==1.5.2'
# optional hosted namepoint client:
uv add "claude-fafm-sdk[namepoint]"
30 seconds
New here? One guided command takes you soul → live → cross-vendor:
uvx claude-fafm-sdk quickstart # 🧬 guided first-run (the 30-second wow)
Or drive it yourself:
uvx claude-fafm-sdk init # 🧬 create a portable soul
claude-fafm-sdk etch "ships uv-first" # write a memory
claude-fafm-sdk recall uv # recall it (filters: --tag --type --priority)
claude-fafm-sdk ls # list every fact, ranked
claude-fafm-sdk forget install # convergent delete by id (tombstone)
Five commands — init, etch, recall, ls, forget. Run claude-fafm-sdk --help (or <cmd> --help) for the full surface.
Hand soul.fafm to grok-faf-voice and it reads it — same format, no fork.
How it works
from claude_fafm_sdk import Soul
soul = Soul("@me")
soul.etch("ships uv-first", id="install", type="reference", priority="high")
soul.etch("portable across vendors", id="why", type="project")
soul.forget("install") # tombstone — merge will not resurrect
soul.save("me.fafm") # → application/vnd.fafm+yaml
# later, anywhere:
soul = Soul.load("me.fafm")
soul.recall("uv") # deterministic recall, ranked by priority + recency
That's the whole offline loop — no account, no server. Deletes travel as state (tombstones) so peers converge without lying about the join.
More in examples/ — portability + a real cross-vendor roundtrip
(SDK writes .fafm, grok-faf-voice reads it back).
Interop contract (v1.0): INTEROP.md — timestamps, priority/rank, id collision, unknown fields, index, scratchpad/ledger boundary.
Merge + tombstones: MERGE.md · Packets: PACKET.md · Provenance: PROVENANCE.md
Go cross-vendor (a namepoint)
A namepoint is your soul's live address — mcpaas.live/<handle> — readable by
Grok and any model. Zero-config: just push. With no setup, the first push
auto-provisions an anonymous namepoint and saves it locally — no claim page, no key
to copy.
uv add "claude-fafm-sdk[namepoint]" # hosted ops use the family MCP client
claude-fafm-sdk namepoint push # → live at mcpaas.live/anon… (auto-provisioned)
claude-fafm-sdk namepoint pull # merge via CvRDT (forget converges)
claude-fafm-sdk namepoint sync # reconcile both ways
A-for-first-touch, B-for-keepers. The anonymous namepoint is session-like — lose this machine and it orphans (a reminder of the statelessness memory cures). Make it permanent + recoverable:
claude-fafm-sdk namepoint claim --email you@example.com # a named, recoverable namepoint
claude-fafm-sdk namepoint status # what you've got
The whole .fafm document is stored at the namepoint, so ids, types, priorities,
and tombstones survive the round-trip — structured memory, not prose. Reads are
public (no key); writes use the key auto-provisioning hands you. The local Soul
still works fully offline, no account.
Programmatic access mirrors the CLI:
from claude_fafm_sdk import Namepoint, Soul, provision_anonymous
soul = Soul.load("soul.fafm")
ident = provision_anonymous() # {namepoint, key}, zero-config
await Namepoint(ident.namepoint, api_key=ident.api_key).replace(soul.to_yaml())
body = await Namepoint(ident.namepoint).pull() # reads are public — no key
Why
AI memory is vendor-locked. .fafm is the open, portable format — and this SDK
is the open, offline-first way to use it. Souls written here interop with the
fafm-engine and grok-faf-voice implementations: one format, never a fork.
Memory that grows, moves, proves, signs — and can forget without resurrecting on join.
Citation
If you use claude-fafm-sdk or the .fafm format in research or production, please cite the format paper:
Wolfe, J. (2026). Permanent Memory and Instant Recall: The .fafm Standard for Multi-Profile AI Agent Memory. Zenodo. https://doi.org/10.5281/zenodo.20348942
BibTeX
@article{wolfe2026fafm,
title = {Permanent Memory and Instant Recall: The .fafm Standard for Multi-Profile AI Agent Memory},
author = {Wolfe, James},
year = {2026},
month = {may},
publisher = {Zenodo},
doi = {10.5281/zenodo.20348942},
url = {https://doi.org/10.5281/zenodo.20348942}
}
License
MIT. The format is open (spec); the SDK is open; the at-scale intel + hosting is the paid tier.
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