Provider-pool-aware multi-agent coding orchestration.
Project description
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:
- Planning: generate and refine OpenSpec artifacts through an author/critic loop with explicit human approval.
- 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 initis implementedturma planis implemented as a single-pass author workflowturma runandturma statusare 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_modelfromturma.toml - requires
.agents/author.md - scaffolds an OpenSpec change with
openspec - generates
proposal,design, andtasksin a fixed order - supports Claude and Codex-backed author generation
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
Next Implementation Steps
- add the critic loop and approval flow on top of
turma plan - wire
turma runto Beads plus worktree orchestration - persist reconciliation metadata for resumable task recovery
- replace placeholder status output with task, PR, and CI state
License
MIT
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