4.2 KiB
EverOS — md-first Memory Extraction Framework
This is a Python framework for md-first memory extraction (lightweight; single-user or small-team).
Quick commands
uv sync # install deps
make lint # ruff (check + format-check) + import-linter
make format # auto-fix formatting
make test # pytest tests/unit
make integration # pytest tests/integration
make ci # full CI: lint + test + integration
Architecture
DDD 5 layers + cross-cutting:
entrypoints → service → memory → infra
↓
component / core / config
entrypoints/— cli + api (Presentation)service/— use case orchestration (memorize / retrieve / evolve / manage)memory/— domain (extract + search + cascade + prompt_slots + models)infra/— storage adapters (markdown + sqlite + lancedb)component/— injectable providers (llm / embedding / config / utils)core/— runtime base (observability / lifespan / context)config/— configuration data (Settings + default.toml)
Dependency rule: entrypoints → service → memory → infra. Single-direction, enforced by import-linter.
Detailed: docs/architecture.md.
Engineering practices
- Coding rules auto-loaded from .claude/rules/ (10 rules; the three always-loaded ones cover architecture / code-style / language-policy, the rest are path-scoped and load when Claude Code opens a matching file)
- Workflows as slash commands in .claude/skills/ —
/commit,/new-branch,/pr - Project-level decisions in docs/ (low-frequency, human-judgment-required)
- Language policy: the project targets a global audience — docs and code are English; CJK appears only in test fixtures and locale-suffixed mirrors. Scanned by
make check-cjk. - Datetime discipline: never call
datetime.now()/time.time()directly — useeveros.component.utils.datetime. Enforced bymake check-datetime.
Contributor engineering reference — build, test, CI gates, branch & commit conventions: docs/engineering.md.
Branch strategy
main is the default and protected branch. Create scoped branches from
main (feat/*, fix/*, docs/*, ci/*, chore/*, refactor/*) and open
pull requests back to main after the required checks pass.
See .claude/skills/new-branch/SKILL.md for the full branch workflow.
GitHub sync guard
When refreshing this repository from an internal source archive, preserve
GitHub-only contributor and automation files. Do not overwrite CLAUDE.md,
.claude/skills/*, CONTRIBUTING.md, or .github/* workflow/template files
without checking docs/github-sync.md.
Storage three-piece set
Markdown (truth) + SQLite (state) + LanceDB (vector + BM25 + scalar)
- Memory root:
~/.everos/{agents,users,knowledge}/(md files = single source of truth) - System DB:
~/.everos/.index/sqlite/system.db(state + audit + queue + metadata) - Index:
~/.everos/.index/lancedb/(rebuildable from md)
Selection rationale: docs/architecture.md.
Source layout
src layout (src/everos/<...>): standard PyPA project structure — code lives under src/ so the working tree is not on the import path until installed, preventing accidental imports of in-development modules.
Algorithm assets (prompts, extractors) live in the separate everalgo library, consumed here as the everalgo-* PyPI packages.
Where things go
| Want to... | Look at |
|---|---|
| Understand architecture | docs/architecture.md |
| Understand storage choice | docs/architecture.md (storage section) |
| Build, test, CI & conventions | docs/engineering.md |
| Add a new module | .claude/rules/init-py-and-reexport.md |
| Make a commit | use /commit |
| Open a branch / PR | use /new-branch / /pr |
| Run checks before pushing | make ci |