turma 0.1.6

Provider-pool-aware multi-agent coding orchestration.

Turma

Provider-pool-aware multi-agent coding orchestration with spec-driven planning, Beads task tracking, and resumable swarm execution.

Status

Early implementation phase. This repo now has the Python package layout, OpenSpec workflow scaffolding, a working turma init command, a working single-pass turma plan command, baseline CI, and public architecture documentation. The full author/critic planning loop and execution orchestrator described in the architecture docs are not implemented yet.

What It Is

Turma is designed as a two-phase workflow:

1. Planning: generate and refine OpenSpec artifacts through an author/critic loop with explicit human approval.
2. Execution: translate approved tasks into a Beads DAG and route work across multiple agent runtimes while tracking task and integration state.

The main design goal is to treat provider rate-limit pools as a routing input without overstating that pool independence alone solves throughput.

Repository Layout

.
├── .github/workflows/          # minimal CI
├── .agents/                    # role guidance for author / critic / implementer / reviewer
├── .claude/commands/           # slash commands used in project context
├── openspec/                   # feature specs and changes
├── docs/
│   ├── architecture.md         # public system model
├── src/turma/                  # Python package and CLI
├── tests/                      # automated tests
├── CHANGELOG.md
├── LICENSE
├── README.md
├── turma.example.toml         # committed config template
└── pyproject.toml

CLI Scaffold

Default development workflow:

uv sync
uv run turma --help
uv run turma init
uv run turma plan --feature oauth-auth
uv run turma run --feature oauth-auth
uv run turma status

Current command status:

• turma init is implemented
• turma plan is implemented as a single-pass author workflow
• turma run and turma status are still scaffolds

turma init expects turma.example.toml to exist in the target directory. It creates turma.toml from that template and updates .gitignore with Turma-managed entries.

turma plan --feature <name> currently:

• reads planning.author_model from turma.toml
• requires .agents/author.md
• scaffolds an OpenSpec change with openspec
• generates proposal, design, and tasks in a fixed order
• supports Claude, Codex, and OpenCode-backed author generation

Planning quality depends on the chosen backend/model. Claude-backed planning is currently the strongest validated path. OpenCode transport is validated, but provider/model quality varies.

It does not yet run a critic loop, commit changes, or orchestrate execution.

Validation commands:

uv run turma --help
uv run python -m turma --help
uv run pytest

Core Docs

• Architecture
• Changelog

Next Implementation Steps

• add the critic loop and approval flow on top of turma plan
• wire turma run to Beads plus worktree orchestration
• persist reconciliation metadata for resumable task recovery
• replace placeholder status output with task, PR, and CI state

License

MIT