Code intelligence and reuse discovery for research repositories
Project description
codio
Code intelligence and reuse discovery for research repositories.
Codio answers a practical question before implementation begins: What code already exists that solves this problem?
It maintains a two-layer registry — a catalog of library identity (name, language, repo, license) and a project profile of local policy (priority, runtime import rules, capability tags) — so agents and humans can search before they build.
Install
pip install codio
Quick start
codio init # scaffold .codio/ in your project
codio list # list registered libraries
codio discover "signal-processing" # search by capability
codio get mylib # full library record
codio validate # check registry consistency
codio vocab # show controlled vocabulary
codio study mylib # structured library analysis
codio compare lib1 lib2 # compare libraries side-by-side
Registry model
Codio separates what a library is from how your project uses it:
- Catalog (
.codio/catalog.yml) — shared, project-agnostic metadata: name, kind, language, repo URL, package name, license, local source paths. - Profile (
.codio/profiles.yml) — project-local interpretation: priority tier, runtime import policy, decision default, capability tags, curated note path.
Fields use a controlled vocabulary (codio vocab): kind (internal, external_mirror, utility), runtime_import (internal, pip_only, reference_only), decision_default (existing, wrap, direct, new), priority (tier1, tier2, ...).
MCP integration
Codio exposes tools through the projio MCP server:
| Tool | Description |
|---|---|
codio_list |
Filtered library listing |
codio_get |
Full library record |
codio_registry |
Full registry snapshot |
codio_vocab |
Controlled vocabulary |
codio_validate |
Registry consistency check |
codio_discover |
Capability search across libraries |
codio_add_urls |
Add libraries from GitHub/GitLab URLs |
Agent skills
- codelib-discovery — search before implement: returns candidates with evidence and recommends a decision (reuse, wrap, depend, or implement new).
- codelib-update — maintain registry and curated notes.
- library-study — deep parallel analysis of external libraries.
Ecosystem
Codio is part of the projio ecosystem alongside indexio (semantic search), biblio (bibliography), and notio (structured notes).
Documentation
See the full documentation for tutorials, how-to guides, and reference.
pip install codio[dev]
mkdocs serve
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