orkestra

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Bu listing icin henuz AI raporu yok.

SUMMARY

Local-first orchestration runtime for multiple autonomous coding agents (Claude Code, Codex CLI, Antigravity CLI, and more). A dynamic director plans, a deterministic kernel enforces.

README.md

Orkestra

CI
PyPI
Python
License

Coordinate many agents. Deliver one verified result.

You already use coding agents - Claude Code, OpenAI Codex, Google
Antigravity. Orkestra makes two or more of them work on the same
project at once
, safely: every task runs in its own isolated Git
worktree, your test commands are the referee, and nothing lands until a
different agent has reviewed it. Your branches are never touched;
finished work waits on a side branch until you accept it.

See it in 60 seconds - free

uv tool install 'orkestra-runtime[tui]'
orkestra demo

No agent CLIs, no logins, no tokens spent - scripted fake agents drive
the real engine so you can watch the whole lifecycle:

▸ The plan: two independent tasks run in PARALLEL, each in its own
  isolated Git worktree, then a third task builds on both.
  completed verification passed: PASS (exit 0): test -f feature_a.py
  completed review by grace: changes requested (severity medium)
    warning review requested changes (cycle 1)
  completed review by grace: approved (severity none)
  completed task feature-a done (agent ada)
  completed all tasks done
▸ Done: 3 tasks planned, isolated, verified, cross-reviewed, integrated.
  1 review rejection triggered a repair loop (bounded - never spins forever).

That rejection-then-repair is the point: agents check each other, the
kernel keeps score, and you only see verified results.

Use it on your project

One guided command sets up everything - your agents, a quality preset,
models and effort, the verification gate, even your spec:

cd my-project
orkestra start         # answers a few questions, then (optionally) runs

Pick a preset - Faster, Balanced (recommended), Maximum
quality
(which fields two Claude profiles, claude-deep + a fast
sidekick, alongside Codex and Antigravity at high effort) - or go Custom
and choose models per agent from live-discovered lists. If fewer than
two agent CLIs are signed in, start sets up practice mode with
built-in fake agents so the journey works on any machine, free.

Prefer the granular commands? They all still exist:

orkestra init . && orkestra doctor && orkestra run --watch
orkestra models                       # your lineup: model, effort, provenance
orkestra agents set claude --model sonnet --effort auto

While it runs: orkestra watch (live dashboard from any terminal),
orkestra status, orkestra pause / resume / cancel - state
survives crashes, Ctrl-C, and reboots.

When it finishes:

orkestra review        # what was built: status, checks, changes
orkestra accept        # bring it into your branch - asks before touching anything

(orkestra diff and orkestra merge remain as advanced aliases.)

If Orkestra needs you (budgets exhausted, a real decision), it stops
and explains itself in plain language:

orkestra decisions     # what happened, what it means, what to try
orkestra approve       # picks the open decision, prompts you, done
orkestra resume

Effort is provider-neutral (auto | low | medium | high | max) and
validated against what each CLI genuinely supports - unsupported levels
are rejected with an explanation, never silently ignored.

Supported agents

Agent Adapter Notes
Claude Code claude-code Default director; structured output
OpenAI Codex CLI codex-cli OS-level sandbox; effort tuning
Google Antigravity CLI (agy) antigravity-cli Consumer-account Google adapter; effort tuning
Google Gemini CLI gemini-cli API-key / Vertex / Enterprise auth only¹
Anything else external One small JSONL protocol, any language
Scripted fake fake Powers the demo, tests, offline mode

¹ Google moved individual-consumer OAuth to the Antigravity suite in
June 2026, so antigravity-cli is the default Google adapter.

Two agents minimum, no upper bound, no fixed roles: a director agent
(default Claude Code, configurable) plans and delegates from measured
evidence - including to itself.

What you can rely on

Guarantee How
Your branches are never modified agents work in isolation; orkestra accept is the only step that touches your branch, it always asks first, and it refuses incomplete runs
Agents can't approve their own work kernel-enforced implementer ≠ reviewer, across vendors
"Tests pass" claims mean nothing the kernel runs your [verify] commands and reads exit codes itself - plan-proposed checks can only be added on top, after validation, never substituted
No surprise costs per-agent token budgets, rate-limit-aware scheduling, live progress/cost line, everything bounded
Crashes lose nothing SQLite state + idempotent transitions; orkestra resume reconciles and continues
Secrets stay out of logs credential-shape redaction on everything persisted or exported
Your credentials are untouched agents sign in through their own official CLIs; Orkestra never reads token stores

Elevated modes exist, are loudly named (autonomy = "unsafe-full"), and
are never defaults. Details: docs/SECURITY_MODEL.md.

How it works (the part for skeptics)

Most multi-agent tools hard-code roles or put an LLM in charge of
everything. Orkestra separates powers: intelligence proposes,
determinism disposes.

  • The director agent analyzes your spec, measures the available
    agents with objective probes, decomposes the work into a dependency
    graph, and proposes assignments - as schema-validated JSON, never
    free prose.
  • The deterministic kernel (plain Python, no LLM) validates every
    proposal against policy, owns all state, dispatches work, enforces
    review independence, runs verification gates, and integrates results.
  • Delegation is evidence-based: probe results and every task
    outcome land in a ledger; assignments re-rank as evidence accumulates.
    Scores without recorded evidence don't exist.
flowchart LR
    D[dispatch] --> A[agent works in<br/>isolated worktree]
    A --> C[kernel commits diff]
    C --> V{verification gates<br/>your commands}
    V -- fail --> R2[bounded retry / fallback agent]
    V -- pass --> R{independent review<br/>different agent}
    R -- changes requested --> A
    R -- approve --> I[no-ff merge to<br/>integration branch]
    I -- conflict --> A
flowchart TB
    subgraph you [You]
        CLI[orkestra CLI / TUI]
        SPEC[SPEC.md]
    end
    subgraph kernel [Deterministic kernel - no LLM]
        SCH[Scheduler + task DAG]
        POL[Policy engine]
        VER[Verification gates]
        DB[(SQLite state)]
    end
    DIR[Director agent]
    subgraph agents [Agent adapters]
        A1[claude-code]
        A2[codex-cli]
        A3[antigravity-cli]
        A4[external / fake]
    end
    SPEC --> DIR
    CLI --> SCH
    DIR -- schema-validated decisions --> POL --> SCH
    SCH <--> DB
    SCH --> A1 & A2 & A3 & A4
    VER --> SCH

More diagrams (lifecycle, capability discovery, human gates):
docs/CONCEPTS.md and
docs/architecture/ARCHITECTURE.md.

Verified vs. experimental

Verified - 472 tests plus live cross-vendor runs with real Claude
Code / Codex / Antigravity CLIs (including a gate-caught silent failure,
automatic fallback repair, and cross-vendor review approvals), and
dogfooding: Orkestra reviewed its own code, and that review's findings
shipped as v0.1.1.

Experimental / limits - Antigravity's JSON output flag is
undocumented upstream (adapter has a plain-text fallback); Gemini CLI is
auth-limited by Google's consumer migration; the Docker sandbox covers
external/fake agents only (vendor CLIs would need your credential
stores mounted - refused, see ADR-0009); Windows untested. Providers'
plan limits are yours: see docs/PROVIDERS.md,
including a disclosed gray area in Antigravity's ToS.

Docs

Install · Quickstart ·
Concepts · Configuration ·
CLI · Troubleshooting ·
FAQ · Adapter protocol ·
Security model ·
Threat model · Roadmap

Contributing: CONTRIBUTING.md - kernel stays
deterministic, no fixed-agent-count assumptions, evidence over
self-report.

License

Apache-2.0 - LICENSE, NOTICE.

Claude is a trademark of Anthropic PBC; Codex and ChatGPT of OpenAI;
Gemini and Antigravity of Google LLC. Orkestra is independent and not
affiliated with or endorsed by any of them.

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