pi-cohort

Coordination for the pi coding agent: one parent agent delegates to focused child agents.

The problem

A single agent reviewing its own work is theater - it shares the blind spots that produced the bug in the first place. And one agent can't hold a large task, a plan, and three parallel audits in one context without drift: the further into a task it gets, the more the earlier decisions blur.

pi-cohort gives the parent agent a subagent() tool to delegate to focused child agents, each with its own fresh context and one job. The parent stays in control and brings results back - a team with one orchestrator, not a swarm.

Why this is different

• Fresh eyes, not the same model talking to itself. A reviewer child has no stake in the code it's checking and no memory of writing it.
• The parent stays in control. Children don't spawn their own children unless explicitly allowed (tools: subagent), and nesting is depth-capped - no runaway fanout.
• Delegation is a tool call, not a mode switch. You keep talking to Pi normally; it decides when a task benefits from a second set of eyes, a parallel scout, or a background run.

Part of the pi agent toolkit

Four independent extensions for the pi coding agent, each owning one concern of running agents seriously:

• pi-quiver - capabilities (fetch, doc conversion, session tools)
• pi-cohort - coordination (delegate to focused child agents)
• pi-condense - context economy (prune context, keep it recoverable)
• pi-gauntlet - process (the gated brainstorm->ship workflow)

pi-gauntlet has a hard runtime dependency on this package - its personas dispatch through subagent(). The rest are complementary, not required.

Installation

pi install npm:pi-cohort

That is the only required step.

Execution backend extension API

External execution backends are currently unsupported on Windows, for both foreground and background runs. Native execution remains supported.

pi-cohort/execution-backend requires Pi >=0.85.0 and is the public API for Pi extensions that add child execution surfaces. Pi's TypeScript-aware runtime loads the API; bare Node is not a supported execution path. Consumers outside Pi must supply a TypeScript-aware loader such as jiti.

An adapter registers its backend in extension load order. To make that backend available to background runs, registration also supplies an optional reload descriptor:

import {
  EXECUTION_BACKEND_PROTOCOL_VERSION,
  registerExecutionBackend,
  type ExecutionBackendFactory,
} from "pi-cohort/execution-backend";
import { createBackend } from "./adapter.ts";

export const createExampleBackend: ExecutionBackendFactory = createBackend;

// src/execution-backend.ts, exported as "./execution-backend".
// Pi invokes the default extension; the coordinator invokes only the factory.
export default async function () {
  registerExecutionBackend(await createExampleBackend(), {
    reload: {
      protocolVersion: EXECUTION_BACKEND_PROTOCOL_VERSION,
      packageJsonUrl: new URL("../package.json", import.meta.url).href,
      publicSubpath: "./execution-backend",
      factoryExport: "createExampleBackend",
    },
  });
}

The descriptor has exactly four fields. packageJsonUrl must be an absolute file: URL for the adapter package's real package.json. publicSubpath must be "." or an explicit non-pattern "./..." entry in that package's exports. factoryExport names a public, zero-argument export from that subpath; it may return the backend or a promise of it. The reconstructed backend must have the same name and protocol version as the original registration.

Cohort serializes only backend names and validated reload descriptors into its detached coordinator - never live backend objects or an environment capsule. The coordinator reloads registrations in their original order before selecting a backend, and every child launch receives its exact resolved cwd. Selecting native bypasses reload entirely. An explicit backend selection reports that backend's reload failure; auto reports any registered reload failure rather than silently changing policy. Once reload succeeds, normal auto-detection still falls back to native when no registered backend is available. Backends registered without reload remain usable in the foreground but cannot be reconstructed for a background run.

Mental model

Pi is the parent session. A subagent is a focused child Pi session with its own job. When you ask for a subagent, Pi starts the child, gives it the task, and brings the result back. Foreground runs stream in the conversation; background runs keep working and can be checked later.

Installing the extension does not start an automatic reviewer in the background - it gives Pi a delegation tool. If you want every implementation reviewed, say so in your prompt or project instructions:

When you finish implementing, run a reviewer subagent before summarizing.

flowchart TB
    P[parent session<br/>stays in control] -->|"subagent()"| D{dispatch}
    D -->|single| C1[child: fresh context, one job]
    D -->|parallel| C2[child A]
    D -->|parallel| C3[child B]
    D -->|chain| C4[child 1] --> C5[child 2]
    C1 --> R[results]
    C2 --> R
    C3 --> R
    C5 --> R
    R --> P

Quick example

You do not need to create agents, write config, or learn slash commands. After installing, ask Pi for delegation in plain language:

Use reviewer to review this diff.

Ask oracle for a second opinion on my current plan.

Run parallel reviewers: one for correctness, one for tests, and one for unnecessary complexity.

That's the whole surface for day-to-day use. More phrasing patterns: doc/commands.md.

Architecture

subagent() supports four dispatch shapes, all through the same tool:

Mode	Use it for
Single	One focused child: review a diff, scout a codebase, plan a change.
Parallel	N children at once, e.g. three reviewers with different angles.
Chain	Sequential steps where each agent's output feeds the next (scout -> planner -> worker -> reviewer).
Async	Any of the above, backgrounded, so the parent keeps working or ends its turn cleanly.

context: "fork" starts a child from a real branched session instead of a fresh one, when it needs the parent's history. Cost across the whole subtree - main loop plus every foreground/background/nested child - rolls up into one Σ$ total in the footer; see doc/observability.md.

Full reference: agent/chain authoring in doc/agents-and-chains.md, exact command syntax in doc/commands.md, the raw tool API in doc/programmatic-api.md.

Key concepts

Term	Meaning
Subagent	A focused child Pi session with one job and (by default) a fresh context.
Agent (persona)	A markdown file with frontmatter defining a specialist: scout, planner, worker, reviewer, context-builder, oracle, delegate, monitor. Full table: doc/agents-and-chains.md.
Chain	A saved or inline sequence of agent steps, with fan-out/fan-in support.
Fresh vs. forked context	Fresh = clean slate; forked = a real branch of the parent's session history.
Recursion guard	Depth cap on nested delegation so a child can only fan out if explicitly allowed.
Σ$ / cost:external	The session-wide cost rollup, and the protocol other extensions use to report into it.

When to use / when NOT to use

Use it for: code review with a second set of eyes, parallel audits (correctness/tests/complexity as separate passes), scoping/planning before a bigger change, background work that shouldn't block the main conversation.

Don't use it for: a trivial single-shot edit - the delegation overhead isn't worth it. It's also not an always-on background reviewer; nothing runs automatically unless you or your project instructions ask for it.

Configuration

Most installs need zero configuration. Full env/JSON reference: doc/configuration.md.

Parent extension CLI flags (e.g. pi-lens's --no-autofix) are forwarded into spawned children by default, so subagents inherit the same tooling behavior you launched with; toggle with forwardParentFlags.

Optional companions:

• pi-essentials - lets context-builder read referenced URLs. doc/skills-and-companions.md

Deeper reference

• doc/agents-and-chains.md - builtin agents, frontmatter, overrides, chain files and variables
• doc/commands.md - exact slash-command syntax, prompt cookbook
• doc/programmatic-api.md - the raw subagent() tool parameters
• doc/configuration.md - all settings keys
• doc/observability.md - where runs show up, cost tracking, events
• doc/skills-and-companions.md - skills injection, bundled skill, optional companions
• doc/orchestration-patterns.md - recommended loop, acceptance gates, worktree isolation, recursion guard

Relationship to the other repos

pi-gauntlet's gated workflow runs its planner/implementer/reviewer personas through this package's subagent() - without pi-cohort, gauntlet has no dispatch mechanism. pi-condense reports its own summarization spend through the cost:external protocol this package aggregates into Σ$ (see doc/observability.md). pi-quiver has no code coupling here.

Roadmap

See CHANGELOG.md for shipped work in progress.

Contributing

See CONTRIBUTING.md - issues follow a Context / Problem / Idea / Acceptance Criteria template; PRs run the pi-gauntlet workflow (one-liners exempt from ceremony, never from keeping docs truthful).

Support

If pi-cohort is useful, consider buying me a coffee.