md-first memory extraction framework for AI agents. Markdown is the single source of truth; SQLite holds state and LanceDB provides the rebuildable vector + BM25 + scalar index. The codebase follows a single-direction DDD layering (entrypoints -> service -> memory -> infra, with component / core / config cross-cutting) enforced by import-linter. Engineering surface: - Coding conventions in .claude/rules/ (path-scoped) and workflows in .claude/skills/ (/commit, /new-branch, /pr). - GitHub Actions CI runs make lint + test + integration; pre-commit mirrors the gates locally (ruff, hygiene hooks, gitlint commit-msg). - Commit messages follow Conventional Commits, enforced by gitlint. - make lint also enforces datetime two-zone discipline and OpenAPI drift.
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Test Fixtures
The fixtures in this directory are checked-in artifacts. The two largest of them were originally produced by converter scripts that have been removed from the repository — the fixtures themselves are the source of truth and should rarely need to be regenerated.
long_conversation_locomo_caroline_melanie.json
Derived from the LoCoMo dataset (snap-research/locomo, file
data/locomo10.json).
License: CC BY-NC 4.0 — non-commercial use only. This file is
carved out of the project-wide Apache-2.0 license; see NOTICE at the
repository root for the explicit declaration.
If you need to regenerate it: fetch locomo10.json from the upstream
LoCoMo project, then adapt it to the fields the tests consume
(everos_session_id, everos_user_id_for_test, speakers,
dialog, ...). The original conversion script is not part of the
public repository.
agent_trajectories/*.json
Hand-curated subset of agent tool-call traces. The selection that the
e2e tests load is enumerated in
tests/e2e/test_add_flush_agent_pipeline_e2e.py — that file is the
source of truth.
If you need to add or replace a trajectory, author the fixture by hand (or with your own one-off script). The previous converter pulled from internal paths and is not maintained as part of this repository.
search_seed/
LanceDB / SQLite seed bundle for /search e2e. Produced by
_dump_search_seed.py (kept in-tree); regenerate by running that
script after a successful add → flush pipeline against the LoCoMo
fixture above.