Skip to main content

Lightweight agent loop and context manager (standalone)

Project description

nimbie

nimbie is a terminal-first coding assistant shell.

This repository now contains two main parts:

  • nimbie (root package): REPL/UI, command tools, shell execution flow, session UX
  • oturn (sub-package): standalone async orchestration/runtime core for agent turns

Repository Layout

  • src/nimbie: CLI app and terminal UI
  • oturn/src/oturn: reusable orchestration package
  • chron: chronml package used for message/config templating
  • flash: shell runtime bridge and executor components

Requirements

  • Python >=3.11
  • uv (recommended)

Install (Root CLI)

uv sync
uv pip install -e .

Run:

nimbie --help
uv run nimbie --help

Install (oturn only)

If you only want the orchestration package:

cd oturn
uv sync
uv pip install -e .

Build

Root package:

uv build

oturn package:

cd oturn
uv build

Config

The CLI loads config from (first match wins by runtime path logic):

  • ~/.nimbie/config.py
  • ~/.nimbie/config.json
  • ~/.openclaw/openclaw.json
  • .nimbie_config.py
  • .nimbie_config.json

Provider profiles may also opt into fake Claude Code request headers for Anthropic-compatible APIs:

CONFIG = {
    "models": {
        "providers": {
            "anthropic_like": {
                "api": "anthropic-messages",
                "baseUrl": "https://example.invalid/anthropic",
                "models": [{"id": "claude-test"}],
            }
        }
    },
    "auth": {
        "profiles": {
            "demo": {
                "provider": "anthropic_like",
                "apiKey": "sk-...",
                "apiKeyHeader": "authorization_bearer",
                "fakeClaudeCode": True,
            }
        }
    },
}

When enabled, nimbie adds Claude Code style headers such as x-app, User-Agent, and X-Claude-Code-Session-Id. You can override the generated values with:

  • NIMBIE_CLAUDE_CODE_SESSION_ID
  • NIMBIE_CLAUDE_CODE_USER_AGENT
  • CLAUDE_CODE_CONTAINER_ID
  • CLAUDE_CODE_REMOTE_SESSION_ID
  • CLAUDE_AGENT_SDK_CLIENT_APP
  • CLAUDE_CODE_ADDITIONAL_PROTECTION

You can also force query params onto the provider base URL:

"extraQueryParams": {
    "beta": "true"
}

This is merged onto api_base before the LiteLLM request is sent.

Debug Environment Variables

For shell-tool debugging, nimbie also reads these environment variables:

  • NIMBIE_SHELL_DEBUG=1 Emit lifecycle/debug lines for execute_shell_command.
  • NIMBIE_SHELL_STREAM_QUEUE_MAX=1024 Override the max in-memory streamed shell event queue size.
  • NIMBIE_SHELL_DEBUG_EVENT_SAMPLE_EVERY=1000 When debug is enabled, print a sample log every N streamed events/drops.
  • NIMBIE_SHELL_THREAD_JOIN_MS=50 Override the polling/join interval used while waiting for streamed shell execution.

Example:

NIMBIE_SHELL_DEBUG=1 \
NIMBIE_SHELL_STREAM_QUEUE_MAX=256 \
NIMBIE_SHELL_DEBUG_EVENT_SAMPLE_EVERY=200 \
nimbie --ui-version v2 --debug-tool-calls --debug-loop

Session and History

  • Session artifacts are stored under .nimbie/ in the workspace/global locations used by CLI.
  • The UI supports continue/list/export workflows via CLI flags and REPL commands.

Notes

  • Flash runtime is expected for shell parsing/execution flow.
  • oturn does not use global auto tool registry; tools are injected explicitly at runtime.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

nimbie_shell-0.0.3.dev21.tar.gz (117.8 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

nimbie_shell-0.0.3.dev21-py3-none-any.whl (136.4 kB view details)

Uploaded Python 3

File details

Details for the file nimbie_shell-0.0.3.dev21.tar.gz.

File metadata

  • Download URL: nimbie_shell-0.0.3.dev21.tar.gz
  • Upload date:
  • Size: 117.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.12

File hashes

Hashes for nimbie_shell-0.0.3.dev21.tar.gz
Algorithm Hash digest
SHA256 c1dd9c18c5f4816dc7f1e7807bf3a39d0d0b180ccff957c543835912b0f2bf20
MD5 66f82e3e75ed85954b1ac1a90d12764f
BLAKE2b-256 0caa750bddfb4e5746a5b118131a3276816e3cbee15aafd9c4f93a6ec540295b

See more details on using hashes here.

File details

Details for the file nimbie_shell-0.0.3.dev21-py3-none-any.whl.

File metadata

File hashes

Hashes for nimbie_shell-0.0.3.dev21-py3-none-any.whl
Algorithm Hash digest
SHA256 472ef7cbe0b5988834d88b827d6e428596d6213d2949fcd6938e2c9e11b02a3b
MD5 40bb73b78f1748766ae3bb03987a7d8a
BLAKE2b-256 731d2cbda84b53c624725f82dbfb74dfb0bed4988350470d86ec444200bbe2dd

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page