agentic-team 0.4.0

Orchestrate teams of AI coding agents working in parallel inside tmux sessions.

A team lead agent runs interactively and delegates tasks to worker agents (Claude, Codex, Gemini) in separate tmux windows. Workers can run in interactive or oneshot mode, with per-worker provider, model, and working-directory overrides.

User ──> team CLI ──> tmux session
                       ├── window 0: lead
                       ├── window 1: fix-auth
                       ├── window 2: add-tests
                       └── ...

Demo

Installation

Requires Python 3.11+ and tmux.

pip install agentic-team

Or install from source with uv:

git clone https://github.com/guenp/agentic-team.git
cd agentic-team
uv sync

You also need at least one provider CLI installed and already authenticated:

• claude
• codex
• gemini

agentic-team does not install or log in those CLIs for you. See docs/providers.md for the exact flags, resume support, system-prompt behavior, permission handling, and provider-specific caveats.

5-minute first run

1. Install tmux and agentic-team.
2. Install one provider CLI from its official docs.
3. Authenticate that provider.
4. Verify the environment with team doctor.
5. Start the team.

# tmux is required
brew install tmux
# or: sudo apt install tmux

# install one provider CLI
# Claude Code: https://docs.anthropic.com/en/docs/claude-code
# Codex CLI:   https://github.com/openai/codex
# Gemini CLI:  https://github.com/google-gemini/gemini-cli

# authenticate the provider you plan to use
claude auth login
# or: codex login
# Gemini: configure GEMINI_API_KEY / GOOGLE_API_KEY, or complete Gemini CLI auth

# verify tmux + provider install/auth
team doctor --provider claude

# team init auto-detects the provider (prefers claude > codex > gemini)
team init myproject --working-dir ~/repos/myproject
# or set a persistent default in ~/.agentic-team/defaults.toml:
#   provider = "claude"
# or pass --provider claude|codex|gemini

Quick start

# Initialize a team (provider auto-detected; prefers claude > codex > gemini)
team init myproject --working-dir ~/repos/myproject
# or choose explicitly
team init myproject --provider claude --working-dir ~/repos/myproject
# or set a persistent default in ~/.agentic-team/defaults.toml

# Send a task to the lead
team "fix the auth bug and add tests for the login flow"

# Inspect progress
team status
team logs

# Attach to the tmux session
team attach

Example team status output:

Team: myproject (claude)

  Worker          Status     Mode         Task
  ──────────────  ─────────  ───────────  ──────────────────────────────
  lead            active     interactive  —
  fix-auth        active     interactive  Fix the login bug
  add-tests       done       oneshot      Add regression tests

The lead agent receives a generated team-lead prompt when the provider supports system-prompt injection. Today that means Claude; Codex and Gemini leads run with provider-specific CLI flags only.

How to use it: talk to the lead

The primary workflow is conversational delegation — you talk to the lead agent like a project manager, and it breaks down work, spawns workers, monitors progress, and synthesizes results.

Starting a session

From your terminal:

team init myproject --provider claude --working-dir ~/repos/myproject

Or from inside Claude Code, use the /team skill:

/team start a new team for ~/repos/myproject

Either way you get a lead agent running in a tmux session, ready to take instructions.

Delegating work with natural language

Once the lead is running, send it tasks in plain English. The lead decides how many workers to spawn, what each one does, and coordinates the results.

# One-liner delegation
team "review all open PRs, fix any issues, and merge them"

# Or attach and chat interactively
team attach

From Claude Code:

/team review all open PRs and merge the ones that are ready

The lead will:

1. Analyze the request and break it into discrete tasks
2. Spawn workers — one per PR, one per bug fix, etc.
3. Monitor each worker's progress via team status
4. Read logs to check worker output when they finish
5. Synthesize results and report back to you

Example: reviewing and merging PRs

Here is a realistic interaction showing the conversational flow:

You:    /team review all 4 open PRs, fix any issues, and merge them in order

Lead:   I'll spawn 4 workers to review the PRs in parallel.
        [spawns worker: review-pr-1]
        [spawns worker: review-pr-2]
        [spawns worker: review-pr-3]
        [spawns worker: review-pr-4]

Lead:   All 4 reviews are done. PRs #1 and #3 are clean.
        PR #2 has a failing test — spawning a worker to fix it.
        PR #4 has a merge conflict — spawning a worker to resolve it.
        [spawns worker: fix-pr-2]
        [spawns worker: fix-pr-4]

Lead:   Fixes are in. Merging in order: #1, #2, #3, #4.
        All 4 PRs merged successfully. Here's the summary:
        - PR #1: Added auth middleware — merged cleanly
        - PR #2: Fixed login bug (test fix applied) — merged
        - PR #3: Updated docs — merged cleanly
        - PR #4: Refactored config (conflict resolved) — merged

You stay in control — you can redirect the lead at any time:

You:    skip PR #4 for now, just merge the first three
You:    also tag a release after merging
You:    what's the status on the test fix for PR #2?

Example: multi-step release workflow

You:    /team run the full release process — review PRs, merge them,
        bump the version, update the changelog, and tag a release

Lead:   Starting with PR review. I see 3 open PRs.
        [spawns 3 review workers]
        ...
        All PRs reviewed and merged.
        Now bumping version to v0.3.0 and updating CHANGELOG.md.
        [spawns worker: bump-version]
        ...
        Version bumped. Creating git tag v0.3.0 and pushing.
        Release complete. Summary: ...

Checking on progress

While the lead is working, you can check status from another terminal:

team status          # table of all workers and their states
team logs            # recent output from all workers
team standup         # ask the lead for a markdown summary
team attach --multi  # tiled tmux view of all workers

Command quick reference

Global options:

team [--version] [-T TEAM] COMMAND [ARGS]...
TEAM_NAME=<team> team COMMAND [ARGS]...

-T/--team and TEAM_NAME select a specific team instead of the active team.

Team lifecycle

# Verify tmux, provider auth, and the active lead session
team doctor [--provider claude|codex|gemini]

# Initialize a new team
team init NAME [-p claude|codex|gemini] [-m MODEL]
               [--worker-mode oneshot|interactive]
               [--permissions auto|default|dangerously-skip-permissions]
               [--max-workers INTEGER] [-C DIRECTORY]

team list
team stop [NAME]

Lead interaction

team "PROMPT..."
team send PROMPT...
team attach [-w WINDOW] [-m]
team standup [--timeout INTEGER] [-v]

Worker management

team spawn-worker -t TASK [--mode oneshot|interactive]
                  [--provider claude|codex|gemini] [--model MODEL]
                  [--timeout SECONDS] [-n NAME] [-C DIRECTORY]
                  [-r SESSION_ID]

team status [WORKER_NAME] [-v]
team logs [WORKER_NAME] [-n TAIL] [-a]
team send-to-worker WORKER_NAME MESSAGE...
team resume WORKER_NAME PROMPT...
team stop-worker WORKER_NAME
team wait [-t TIMEOUT] [-i INTERVAL]
team clear

Task files

team run TASK_FILE [-l LIMIT] [--dry-run] [--rerun]
team sync TASK_FILE

The full command reference is in docs/commands.md.

Task files

Task files are markdown checklists. Headings set a working-directory context, and trailing (key: value) overrides customize individual tasks.

## ~/repos/backend
- [ ] Fix the login bug
- [ ] Add regression tests (provider: codex, mode: oneshot)
- [ ] Update docs screenshots (dir: ~/repos/docs-site, name: docs-shots)

team run tasks.md
team sync tasks.md
team run tasks.md --rerun

Supported inline keys today are:

• provider
• mode
• model
• name
• working_dir
• dir

The full parser and writeback rules are in docs/task-files.md.

Managing multiple teams

team list
team -T other-team status
TEAM_NAME=other-team team logs lead

team init makes the new team active. -T and TEAM_NAME let you inspect another team without changing the active symlink. Full details are in docs/multiple-teams.md.

How it works

1. team init saves a team config, creates ~/.agentic-team/logs/<team>/<timestamp>/, and starts the lead in tmux session team-<name>.
2. team spawn-worker or team run builds provider-specific commands from src/agentic_team/models.py and src/agentic_team/agents.py.
3. New interactive workers receive their first prompt only after capture-pane shows a ready screen; that queued prompt lives under ~/.agentic-team/state/<team>/pending_prompts/.
4. team status refreshes worker state by checking tmux panes, provider-specific idle signals, and Claude oneshot session IDs.
5. team logs reads the current session log file first, then falls back to tmux pane capture when the file is empty or unavailable.

Runtime layout

~/.agentic-team/
├── defaults.toml          # optional: provider/model defaults
├── teams/
│   └── myproject.toml
├── state/
│   └── myproject/
│       ├── workers.toml
│       ├── pending_prompts/
│       ├── multi_targets
│       └── standup.md
├── logs/
│   └── myproject/
│       ├── 20260415-003621/
│       │   ├── lead.log
│       │   ├── fix-auth.log
│       │   └── add-tests.log
│       └── current -> 20260415-003621
└── active -> state/myproject

Further reading

• docs/getting-started.md
• docs/providers.md
• docs/multiple-teams.md
• docs/commands.md
• docs/task-files.md
• docs/examples.md
• docs/operations.md
• docs/architecture.md
• demo/lead-workflow.md — full walkthrough of the interactive lead workflow

License

MIT