Claude multi agent

Claude Multi-Agent

Requires the claude CLI installed, authenticated, and on PATH, plus git and jq. Invoke it from a shell-capable agent such as Codex, another Claude Code instance, or CI.

Turn Claude Code into an autonomous engineering team that another agent can delegate to. The calling agent (Codex, another orchestrator, CI) plays product owner / user. Claude Code plays the engineering team: an Opus 4.8 orchestrator that thinks, plans, and delegates concrete subtasks to Sonnet 5 subagents that do the heavy lifting.

Never use Fable in this setup. Fable is a lightweight/fast-path model not suited for either the orchestrator seat (needs Opus's reasoning) or the worker seat (needs Sonnet's coding reliability).

The core mechanism

Four levers control who does what and how reliably, and all four ship pre-wired in this skill:

1. The orchestrator is the main session, launched with --model opus. It's the thing making decisions, writing the plan, and deciding what to delegate vs. do itself.
2. Every subagent is forced onto Sonnet via the CLAUDE_CODE_SUBAGENT_MODEL=sonnet environment variable. This is the highest-priority entry in Claude Code's model-resolution order — it overrides model: inherit on built-in subagents (Explore, Plan, general-purpose) and any custom subagent, so you don't have to hunt down every agent file to keep costs sane. The bundled custom agents in assets/agents/ also set model: sonnet explicitly, belt-and-suspenders.
3. Every subagent runs in the foreground, via CLAUDE_CODE_DISABLE_BACKGROUND_TASKS=1 (Claude Code's default since v2.1.198 is background). This makes the Agent tool call itself the join — it blocks until the subagent returns, so the orchestrator can't end its turn while one is still working, and there's nothing for it to poll or sleep-wait on. See references/HANDOFF-PROTOCOL.md for the real bug this fixes.
4. Large repeatable work uses a native dynamic workflow. assets/workflows/gpt-engineer-dynamic.js moves research, planning, building, verification, and bounded gap closure into a resumable JavaScript orchestration. scripts/run-workflow.sh invokes the saved workflow directly and deliberately unsets CLAUDE_CODE_SUBAGENT_MODEL so its explicit phase models are honored.

Everything below is just plumbing around those four facts.

Quickstart

# 1. One-time: install the agents and saved workflow for every repository
bash scripts/bootstrap.sh --global

# 2. Kick off a synchronous run (blocks until done, prints JSON result)
cd /path/to/target/repo
bash /path/to/claude-multi-agent/scripts/run-team.sh "Implement rate limiting on the /login endpoint"

# 3. Or: fire it and walk away (returns immediately, check back later)
bash /path/to/claude-multi-agent/scripts/launch-team-bg.sh "Migrate the test suite from Jest to Vitest"
bash /path/to/claude-multi-agent/scripts/check-team.sh          # list background sessions
bash /path/to/claude-multi-agent/scripts/check-team.sh <id>     # tail a specific one

# 4. Follow up like a user reviewing the work (Codex plays this role)
bash /path/to/claude-multi-agent/scripts/resume-team.sh "Good, now also add a test for the 429 response"

# 5. For repository-wide or repeatable work, run the bundled native workflow
bash /path/to/claude-multi-agent/scripts/run-workflow.sh "Finish the SDK migration and verify every user journey"

Project hooks/settings are optional. Run bootstrap.sh /path/to/target/repo only when you want them, then commit those files before the default isolated workflow (or use IN_PLACE=1). The scripts/*.sh themselves can live anywhere; invoke them from inside the target repository because Claude Code session lookups are scoped to cwd.

The four usage patterns

1. Synchronous — you're driving the loop yourself

scripts/run-team.sh "<task>" calls claude -p --output-format stream-json --verbose and blocks until the orchestrator finishes. The full turn-by-turn stream is teed to .claude-team/stream.jsonl (tail -f it for a liveness signal — don't assume a slow run is a hung one) while the final result event (same fields as plain --output-format json: result, session_id, total_cost_usd, is_error, num_turns) is filtered into .claude-team/last-result.json, and the session id into .claude-team/last-session-id. Use this when the calling agent is scripted and fine waiting synchronously for each round.

2. Walk away — true fire-and-forget

scripts/launch-team-bg.sh "<task>" uses claude --bg, which starts a background session and returns immediately (it cannot be combined with -p). Claude Code's own supervisor keeps it running. Come back later with:

• claude agents --json --cwd <path> (wrapped by scripts/check-team.sh) to list active/completed sessions
• claude logs <id> to see recent output
• claude attach <id> to reconnect interactively
• claude stop <id> to kill it

The Stop hook (see Hooks) also drops a .claude-team/done-<session_id>.json marker file the moment the orchestrator finishes, so a polling loop doesn't have to parse claude logs output to know when it's safe to check results. Because subagents run in the foreground (see above), that marker reliably means the whole run — not just the top-level turn — is done.

3. Iterative follow-up — Codex as the user

This is the "Codex directs design, Claude does the engineering" loop. After a run, read .claude-team/last-result.json, decide what's next, and call scripts/resume-team.sh "<feedback>". That resumes the same session via --resume, so the orchestrator keeps full context of what it already did — it does not re-plan from scratch. Repeat as many rounds as needed. This is the same mechanism a human reviewing Claude Code's work in the terminal would use; the calling agent is just standing in for the human.

Session resume is scoped to the directory it was started in — always run these scripts from the same working directory (or the worktree, if you used -w) as the original invocation.

4. Native dynamic workflow — script owns the orchestration

Use scripts/run-workflow.sh "<goal>" when the task needs high-fanout discovery, repeatable phases, cross-checked verification, or bounded repair cycles. The bootstrap installs .claude/workflows/gpt-engineer-dynamic.js; the wrapper invokes that saved command directly, captures the full event stream, and waits without the default background ceiling.

Pass structured controls with WORKFLOW_SCOPE, WORKFLOW_ACCEPTANCE_JSON='["criterion"]', and MAX_CYCLES=1..3. The wrapper requires a structured final result and exits 2 when status is partial, blocked, or failed. Its default isolated mode starts from the current HEAD, rejects a dirty checkout, and returns exit 3 plus candidate.patch, changed/deleted path manifests, and a requiresMainAgentIntegration result when code changed. The outer engineer must integrate that candidate and rerun checks in the real checkout. It has no implicit fallback model; set FALLBACK_MODEL only when that route change is explicitly authorized. Evidence defaults to a unique directory under ${CLAUDE_CONFIG_DIR:-~/.claude}/workflow-runs/, outside the repository; set STATE_DIR to an explicit external directory when CI needs a known artifact path.

Do not rely on an ultracode keyword in claude -p: current Claude Code only treats human-origin prompts as keyword opt-ins. A saved workflow command or Agent SDK Workflow tool call is the programmatic route. Resume a paused workflow only inside the same Claude session; a new session starts it fresh. Read references/WORKFLOWS.md before modifying the script.

Working directly in a dirty repo

Worktree isolation does not carry over your current uncommitted changes. The team launchers use Claude's native --worktree; the dynamic wrapper creates its own detached worktree from the exact current HEAD, bundles the resulting patch, and removes the temporary checkout. If the task genuinely needs the current uncommitted state, set IN_PLACE=1 to run directly against it:

IN_PLACE=1 bash scripts/run-team.sh "Finish the half-done refactor in the working tree"

This trades away the disposable-branch safety net described in references/SAFETY.md — commit or stash first if you want a rollback point, since changes now land directly on whatever you're checked out to.

Model configuration

What	How	Why
Orchestrator model	--model opus on the top-level claude invocation	opus always resolves to the latest Opus (currently 4.8)
Subagent model	CLAUDE_CODE_SUBAGENT_MODEL=sonnet env var	Highest-priority override, catches every subagent regardless of its own frontmatter
Subagent model (belt-and-suspenders)	model: sonnet in each assets/agents/*.md file	Explicit in case the env var isn't propagated by whatever wraps this
Pinning instead of "latest"	--model claude-opus-4-8, model: claude-sonnet-5	Use if you need reproducible behavior across a model upgrade rather than always-latest
Fallback on overload	--fallback-model sonnet (never include fable)	Keeps a degraded-but-capable path without dropping to a model unsuited for either seat

Full flag reference: references/CLI-CHEATSHEET.md.

Safety — read before using bypassPermissions

Autonomous "walk away" runs need a permission mode that doesn't stop to ask. The scripts default to acceptEdits (auto-accepts file edits and common filesystem commands, but still gates network calls and unusual shell commands) and support bypassPermissions (skips prompts entirely) via the PERMISSION_MODE env var. bypassPermissions is real risk: an unattended agent can run arbitrary commands with no human in the loop. Full guidance, including why every script defaults to --worktree isolation, is in references/SAFETY.md — read it before pointing this at anything with production credentials, a shared branch, or write access to external systems.

Hooks

Three hooks ship in scripts/hooks/ and get wired into assets/settings.json:

• post-edit-lint.sh (PostToolUse, matches Edit|Write): best-effort auto-format after every file change (prettier/ruff/rustfmt/gofmt, whichever applies), so the Sonnet engineer subagent's output stays consistent without needing to remember to run a formatter. Never blocks — always exits 0.
• on-stop-notify.sh (Stop): writes the .claude-team/done-<session_id>.json completion marker described above, the signal a walk-away poller waits for.
• workflow-event-log.sh (Workflow, SubagentStart, SubagentStop, TaskCompleted): appends structured lifecycle evidence to .claude-team/workflow-events.jsonl. It is observability, not a completion barrier; trust the final workflow/task result as well.

Add your own — a PreToolUse hook to block writes outside an allowed path, a SubagentStop hook to log per-subagent cost, whatever the target repo needs. See references/HANDOFF-PROTOCOL.md for the full hook event list and the state-file contract the scripts rely on.

Bundled subagents

assets/agents/ ships four focused Sonnet subagents the orchestrator delegates to. Copy them into .claude/agents/ (bootstrap.sh does this) and the orchestrator will pick them up automatically by description-matching, or you can name them explicitly in the task prompt ("use the tester subagent to confirm this works"):

• engineer.md — implements scoped changes. Read/Write/Edit/Bash/Grep/Glob.
• reviewer.md — read-only review for correctness/security/quality. No Write/Edit.
• tester.md — discovers and runs the project's test suite, diagnoses failures.
• planner.md — breaks ambiguous tasks into an ordered plan before code gets touched.

These are starting points, not a fixed roster — edit them, add more (e.g. a docs.md subagent), or delete what the target repo doesn't need. Keep every one of them on model: sonnet; if you add an agent that genuinely needs Opus-level reasoning for its own subtask, that's a signal the orchestrator should be doing that piece itself rather than delegating it.

Teams vs. dynamic workflows

Use classic subagents when a lead needs to decide turn by turn. Use agent teams for a handful of long-running peers that communicate. Use the bundled workflow when the orchestration itself should be repeatable, resumable, inspectable code. A Claude workflow may route only Claude models; keep Terra, Luna, Spark, and any cross-provider transitions in the outer GPT Engineer orchestrator.

Reference material

• references/CLI-CHEATSHEET.md — every claude CLI flag this skill touches, condensed
• references/HANDOFF-PROTOCOL.md — the exact state files and loop the scripts implement, for building your own wrapper instead of using the bundled ones
• references/SAFETY.md — permission modes, worktree isolation, budget/turn caps, and what bypassPermissions does and doesn't skip
• references/WORKFLOWS.md — when the orchestrator should reach for a dynamic workflow instead of plain subagents, how to route a workflow's agents onto Sonnet, and workflow-specific safety notes