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Tramuri

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From intent to verified outcomes.

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Tramuri is open-source, local-first infrastructure for turning product and business objectives into coordinated work and verifiable outcomes. It helps people, agents, and tools carry context between sessions and distinguish completed work from results that have actually been reviewed.

Tramuri is designed for Product Engineers, Forward Deployed Engineers (FDEs), and product teams. It works without requiring a source-code repository, an LLM, or a particular agent framework.

What Tramuri provides

  • Missions and Success Contracts to describe an objective and its acceptance criteria.
  • Persistent knowledge with source references and history.
  • Execution and evidence records that keep work, supporting references, and assessment distinct.
  • Verified outcomes based on explicit criterion reviews; a completed execution alone does not mark a Mission as achieved.
  • Project Discovery as an optional way to inventory a code project. Scanning does not execute repository files and excludes sensitive paths by default.
  • Capability Discovery to catalog supported project-local skills, instructions, agents, hooks, and MCP declarations without executing or connecting to them.
  • A native Rust CLI and a Python SDK backed by the same Rust core.

The published Python SDK includes a prebuilt Rust extension on supported platforms; users do not need a Rust toolchain.

Tramuri stores its local project state under .tramuri/, with SQLite at .tramuri/database/tramuri.sqlite3 and the latest scan report under .tramuri/discovery/. Evidence is recorded as references; Tramuri does not fetch external resources or store scanned file contents as evidence. The capability catalog is a derived snapshot; declared MCP servers and hooks are not considered operationally verified.

Prerequisites

Requirement Version Check Install
Python 3.11 or newer python --version python.org
uv (recommended) Any current version uv --version uv installation guide

PyPI installations use prebuilt wheels on supported platforms. You do not need Rust installed.

Install

Python SDK

Install Tramuri into an existing Python project:

uv add tramuri

Or use pip:

python -m pip install tramuri

CLI and assistant integrations

The Tramuri package includes the CLI distribution and project integration installer. Install the CLI in an isolated tool environment:

uv tool install tramuri
tramuri --version

pipx install tramuri is also available as an isolated-install alternative. If the tramuri command is not found after installation, run uv tool update-shell and reopen your terminal.

Install Tramuri into the project for the assistant you use, preserving existing instructions and hooks:

tramuri install --platform codex --project
tramuri init .
tramuri scan .
tramuri capabilities
tramuri status --open

tramuri capabilities --type skill --json filters the latest declarative catalog. Scanning honors project ignore rules and sensitive-path exclusions; it does not read global agent settings, execute hooks, start MCP servers, or make network connections.

Codex, Claude Code, Cursor, and Gemini CLI receive native project instructions, a discoverable Tramuri skill, and a project-local session-start hook. Hooks emit only a static reminder; they do not read the database or attach Mission data. The assistant must explicitly run Tramuri commands when it needs workspace context. Hooks follow each host's project trust settings, and installation preserves unrelated instructions and hook entries. Cursor uses .cursor/rules/tramuri.mdc, .cursor/skills/tramuri/, and .cursor/hooks.json; the other hosts use their native instruction, skill, and hook locations.

Copilot project instructions and skills remain supported; Copilot hooks are not installed by Tramuri.

tramuri install --project --platform copilot
tramuri install --project --platform claude
tramuri install --project --platform cursor
tramuri install --project --platform gemini

tramuri status summarizes the workspace, tramuri status --open generates and opens the local report, and tramuri resume --mission <id> reconstructs recorded work. tramuri mission list discovers Missions. The report files are .tramuri/reports/tramauri.html, tramauri.md, and tramauri.json. Opening an older supported database can apply its existing schema migrations; status reads do not change Mission, execution, evidence, or outcome records. These commands work without an assistant; integrations are optional.

Knowledge and discovered Capabilities can be explicitly associated with a Mission using tramuri mission link-knowledge and tramuri mission link-capability. tramuri resume --mission <id> includes only those recorded associations. Tramuri does not infer Mission relevance; capability links retain the observed source hash and become changed, missing, or unverified after later scans. Actor attribution is caller supplied and is not authenticated.

How an assistant can use Tramuri

The project installer is intended to give a supported assistant persistent, platform-native guidance for when Tramuri is useful. The skill explains the workflow; the CLI performs Tramuri operations against local project state. Both are optional, and the assistant remains free to use other tools.

Interface Use
CLI Run local discovery, knowledge, and mission workflows.
Assistant skill and instructions Help an installed assistant choose and use Tramuri's CLI.
Python SDK Call the same Rust-backed capabilities from Python applications.
MCP No Tramuri MCP server is available currently; use the CLI or SDK.

Mission creation does not require a Git repository or project scan. See the product vision for Tramuri's scope and principles, and the changelog for release history.

Project status

Tramuri is in active early development. Project and Capability Discovery, persistent knowledge, Missions, explicit Knowledge/Capability links, manual Execution and Evidence records, and criterion assessments are part of the current product. Capability formats are platform-specific; only documented project paths are recognized. Versioned Context Pack and Evidence Pack export is planned; it will use explicit selection and authorization and will be safe by default.

Community

Metadata

Release files for tramuri 0.4.0

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tramuri-0.4.0-cp311-abi3-win_amd64.whl CPython 3.11 abi3 Windows x86-64 Details for tramuri-0.4.0-cp311-abi3-win_amd64.whl
tramuri-0.4.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 abi3 Linux glibc 2.17+ x86-64 Details for tramuri-0.4.0-cp311-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
tramuri-0.4.0-cp311-abi3-macosx_11_0_arm64.whl CPython 3.11 abi3 macOS 11.0+ ARM64 Details for tramuri-0.4.0-cp311-abi3-macosx_11_0_arm64.whl
tramuri-0.4.0-cp311-abi3-macosx_10_12_x86_64.whl CPython 3.11 abi3 macOS 10.12+ x86-64 Details for tramuri-0.4.0-cp311-abi3-macosx_10_12_x86_64.whl

Total release size: 11.7 MB

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