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Agent Parley — separate work, shared context

Separate worktrees. Shared context. One screen.

Run several coding agents at once and know who owns what.
Every claim, handoff and refusal is recorded, attributed and visible.

Release Zero runtime dependencies Python 3.12+ claude and codex MIT license

See it · Install · Run · Enforce · Filter · Providers · Docs · Limits


See it

Launch a lane, see who owns what, watch every lane at once, narrow to one provider, and watch a hook refuse a branch switch inside an assigned lane.

agent-parley top showing three lanes with issues, mail, leases, denials and served calls

One screen for every lane: session state, branch drift, issues owned, handoffs pending, unread mail, held reservations, delivered context, and what enforcement denied. Read-only, no model call, q quits.

Every frame on this page is real command output from a demo project. Only the state and project paths are shortened.

Install

Linux or macOS, Git, and uv. No clone. The wheel needs no third-party runtime packages.

uv tool install agent-parley
# to track the default branch instead:
# uv tool install git+https://github.com/suneel944/agent-parley

Then add the plugin to whichever CLI you drive. One marketplace serves both.

claude plugin marketplace add suneel944/agent-parley
claude plugin install agent-parley@agent-parley
codex plugin marketplace add suneel944/agent-parley
codex plugin add agent-parley@agent-parley

The plugin carries the shared coordinate skill, so an agent can read coordination state, claim an issue and hand work off in its own words. It is deliberately skill-only: the launcher supplies MCP configuration and lifecycle hooks per session, and it is also what creates the worktrees and runs the coordination service. The plugin alone gives an agent the skill and nothing to coordinate through.

For a pinned, checksummed install, take a wheel from Releases instead.

Run it

From a committed, clean checkout, one terminal per agent:

# Terminal 1
agent-parley run claude

# Terminal 2
agent-parley run codex

That is the whole setup. The first run registers the repository, creates that participant's worktree and branch, starts the coordination service, and hands you the native CLI. Prompt it exactly as you always do.

A new name creates its own lane, so a second account of the same provider, or another provider, is one more terminal:

agent-parley credentials add account-2 --config-home ~/.claude-account-2
agent-parley run claude-2 --provider claude --credentials account-2

Then watch the work:

agent-parley status   # ownership, activity and reported results
agent-parley top      # every lane live, including what enforcement denied

Steer one lane without taking over its terminal:

agent-parley say claude-2 "Rebase onto main before you open the pull request."

The message lands in that lane's inbox beside peer traffic, so the agent reads it at its next checkpoint. It comes from operator, a command-line identity: no participant can be named operator, and no MCP tool sends as it, so an agent cannot write in its name. Repeating the same message delivers nothing further, and --ack asks the lane to acknowledge it.

When a lane's work is ready, integrate it from the base checkout:

agent-parley participant merge claude-2

It always records a merge commit, refuses on a running session, a dirty tree or a drifted lane, and leaves a conflict in place for you to resolve. It never resets, cleans, stashes or force-switches.

To see what that would bring in, and everything that would refuse it right now, ask for a preview first:

agent-parley participant merge claude-2 --preview

The preview only reads. It changes nothing, and it never takes the lane's session lock, so it is safe while that agent is still working. It attempts no merge, so it cannot predict conflicts.

A repository can also require its own command to pass before any merge. The command is recorded in coordination state, not in the repository:

agent-parley verify set 'make check'   # require it from now on
agent-parley verify show               # report what is required
agent-parley verify set ''             # remove the requirement

With one configured, participant merge runs it in the base checkout first and refuses the merge on a non-zero exit, reporting the exit status and the tail of the output. It runs as an argument list, never through a shell, and no flag skips it. It reports the base checkout as it stands before the merge, which is not a claim about the merged result.

Or send it for review instead:

agent-parley participant pr claude-2

That pushes the lane's branch and opens one pull request whose body is the lane's own recorded report, under the headings your pull-request template asks for, referencing the issue the lane claimed. It opens assigned to you and labelled from that issue, so it arrives owned and classified rather than needing repair. It uses your own gh sign-in, refuses when there is no report, no claimed issue, no change type on that issue or nothing to push, and reports an already-open pull request rather than opening a second one.

What it enforces

Ownership changes only through explicit claims and accepted handoffs. No timeout and no process exit moves an issue. agent-parley status reports who owns what, which handoff is waiting on an offer ID, and any lane that left its assigned branch. An owner can record that one issue waits on another with agent-parley issue block 42 --on 17; the listing then names who holds the blocking issue, and every lane sees the change at its next checkpoint. A recorded dependency informs, it does not gate.

agent-parley status listing issue owners, a pending handoff, and a lane on the wrong branch

agent-parley issue list showing an issue that waits on another, the participant holding it, and a pending handoff with its offer ID

Native hooks decide before the tool runs. They block branch changes inside an assigned lane, catch drift after any bypass, and deliver short updates only when coordination state actually changes. Each notice is capped at 1,536 UTF-8 bytes; an unchanged checkpoint adds no context at all.

Two hook denials with their reasons, and the bounded briefing a session start receives

Nine scoped MCP tools carry the coordination. Conflicting reservations grant nothing and name the blocking owner with that owner's declared reason. Sends need an idempotency key, so a retry returns the original message instead of a duplicate. Fetching an inbox never marks a message read. A send can answer another message, which puts both in one thread, and a participant can read a thread in order or search its own mail:

agent-parley mail thread t12
agent-parley mail search "reservation conflict"

A granted reservation, a denied one naming the blocking owner, a deduplicated send, and an inbox page

Enforcement is recorded, not discarded. Every hook decision carries an enumerated reason and lands in that participant's event log; every served call is recorded inside the transaction that carried its effect. That is why top can show what was denied, to whom, and how often.

That history is bounded, and it can leave the state directory. A lane keeps two event files and discards records older than fourteen days, so top reports recent enforcement rather than the whole project. --since narrows any count to a window, and events export writes the retained records as JSON Lines you can keep for as long as you need:

agent-parley top --since 6h
agent-parley events export --since 7d --output enforcement.jsonl

Watch one provider

With a dozen lanes open, the whole table is rarely what you want. --provider narrows the view to the participants driven by one provider, and the header counts only the rows it shows:

agent-parley top --provider codex
agent-parley top --provider claude --provider codex

Providers and accounts

A provider states which native CLI drives a participant and how that CLI reaches a model. Every provider drives one of two adapters, which is why two plugin installations cover all of them:

Provider Native CLI it drives Plugin that carries coordinate
claude claude Claude Code
codex codex Codex
copilot copilot GitHub Copilot CLI
deepseek, kimi, grok, gemini claude or codex, vendor endpoint that adapter's plugin
your own, via agent-parley provider add the adapter you name that adapter's plugin

claude and codex work out of the box. The deepseek, kimi, grok and gemini presets carry no endpoint, so their base URL and key must be exported in the launching shell; the launcher refuses to start when a required variable is unset rather than falling back to another account. Coordination state records variable names and config directories, never credential values.

A preset names the vendor whose models answer, not a vendor's own agent CLI: gemini reaches Gemini models through the codex CLI, exactly as grok and kimi do for theirs.

Credential profiles point a provider's config-home variable at a separate directory, so one provider can run under several logins. Up to 32 participants per project.

Other agent CLIs

Three adapters cover three ways of accepting configuration. claude and codex take MCP servers, the coordination prompt and lifecycle hooks as command-line arguments. copilot reads them from files instead, so Agent Parley writes mcp-config.json and settings.json into that lane's own Copilot configuration directory; a copilot lane therefore requires a credential profile, and the launcher refuses without one rather than writing hooks into the configuration directory your own sessions use.

Gemini CLI, OpenCode and Amp are not covered. Gemini CLI publishes no variable that relocates ~/.gemini, so it cannot be given a lane of its own; OpenCode runs plugins rather than hook commands; Amp accepts no system-prompt argument. Operations records what each one supports and where its MCP and hook configuration lives.

How it fits together

flowchart TD
    Repo[Your repository] --> Launcher[Agent Parley launcher]
    Launcher --> Claude[Participant · own worktree]
    Launcher --> Codex[Participant · own worktree]
    Claude <-->|Nine scoped MCP tools| Server[Local coordination service]
    Codex <-->|Nine scoped MCP tools| Server
    Server --> DB[(SQLite WAL · mail and reservations)]
    Claude --> Claims[Atomic issue claims and handoffs]
    Codex --> Claims
    DB --> Hooks[Native checkpoints · bounded updates]
    Claims --> Hooks
    Hooks -.-> Claude
    Hooks -.-> Codex

The coordination engine is built in-house with Python's standard library. It has no runtime dependencies and makes no model calls. Your existing logins and permission settings still apply.

What it does not do

Worktrees and reservations are coordination boundaries, not OS sandboxes. Agent Bridge does not merge branches, approve commands, or wake idle agents. Reported ready is ready for review, not verified completion. Token usage still depends on the native agents; the bridge reports injected bytes rather than claiming a token-saving percentage.

Contributing

Run make check before opening a PR. It checks formatting, lint, typing, documentation rules, package builds, and behavior tests.

Contributing · Architecture · Operations · Security · Code of Conduct · MIT license

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