pi-materia

Configurable, composable agent workflows for Pi.
pi-materia gives you reusable AI agent pipelines — plan, build, evaluate, and iterate — driven by JSON config instead of code. Chain materia (agent roles) together into loadouts (workflow graphs), run them from the chat bar, and watch them execute in Pi's native interface.

What it does

• Turn prompts into multi-step pipelines. A single /materia cast "add dark mode" runs through planning → implementation → evaluation → checkpointing automatically.
• Keep the human in the loop when you want. Use interactive planning loadouts to refine scope before the agents start coding.
• Edit workflows visually. The WebUI (/materia ui) gives you a drag-and-drop graph editor for loadouts, a materia role editor, and a quest board.
• Queue up project work. /materia quest maintains a local ordered task board so you can batch work and let materias chew through it.
• Stay in Pi's native UI. Materia turns render as normal assistant/tool messages — no hidden subagents, no second window required.

Install

pi-materia is a Pi extension distributed as an npm package.

pi install npm:@rpollard00/pi-materia

For local development (run from a checkout while working in another project):

cd /path/to/your-project
pi -e /path/to/pi-materia/src/index.ts

Quick start

After installing, open any project in Pi and try these commands:

# See the current workflow graph
/materia grid

# List available loadouts and switch between them
/materia loadout
/materia loadout Planning-Consult

# Run a cast with the active loadout
/materia cast add a dark mode toggle to settings

# Open the visual editor
/materia ui

That's it. /materia grid shows you the resolved pipeline. /materia cast <task> runs it. The WebUI opens a local editor where you can inspect, duplicate, and customize loadouts and materia roles.

Your first cast in 30 seconds

1. pi install npm:@rpollard00/pi-materia — install the extension
2. /materia cast write a hello world script — start a cast
3. Watch the status widget as the pipeline advances through planning, building, and evaluation
4. /materia ui — open the WebUI to see the loadout graph and live status

Core concepts

A materia is a reusable agent role: it has a prompt, a set of available tools (read-only, coding, custom allowlists), and optional model/thinking settings.

A loadout is a directed graph of sockets, each assigned to a materia. Sockets define how output is parsed, where results are assigned in shared state, and which socket runs next. Loadouts can branch, loop, and include deterministic utility sockets for setup steps.

A cast is one execution of a loadout graph from its entry socket. Each socket turn generates artifacts under .pi/pi-materia/<cast-id>/.

Default loadouts

pi-materia ships with three loadouts ready to use:

Loadout	What it does
Full-Auto	Fully autonomous: plan → build → evaluate → maintain → repeat. No user interaction needed.
Planning-Consult	Interactive planning first. You refine the plan with natural-language replies, then run /materia continue to hand off to automated implementation.
Hojo-Consult	Combines interactive planning with architecture guidance before entering the build/eval loop.

Run /materia loadout <name> to switch. The bundled defaults are read-only; use the WebUI to duplicate and customize them.

Common next steps

Chain materia together on the fly

/materia link composes materia and/or loadouts into an ephemeral pipeline without editing config:

/materia link Planner Build -- Add a small settings page
/materia link loadout:Planning-Consult loadout:Full-Auto -- Plan and implement the next feature
/materia link --from <previous-cast-id> Chain-Context Build -- Continue the prior cast

See link semantics for the full command contract, ambiguity rules, and detailed examples.

Automate batches of work

The quest board (/materia quest) queues up project tasks and runs them back-to-back:

/materia quest add Add user registration page
/materia quest add --loadout Planning-Consult Refactor the auth module
/materia quest list
/materia quest run          # process all pending quests continuously
/materia quest runonce      # process exactly one pending quest
/materia quest stop         # stop after the current cast finishes

Quest state lives in .pi/pi-materia/quest-board.json. See Quest board for storage, autonomy, and restart behavior.

Use the WebUI

/materia ui opens a local browser-based editor for:

• Loadout editor — drag-and-drop graph editing, loop creation, socket configuration
• Materia editor — craft role prompts, assign tool scopes, set per-materia models
• Quest pane — inspect the queue, reorder with drag handles, requeue failed quests
• Live status — see the current cast position in the graph

The WebUI starts automatically with /materia cast, /materia link, /materia recast, and /materia revive. Enable browser auto-open in ~/.config/pi/pi-materia/config.json:

{ "webui": { "autoOpenBrowser": true } }

Resume and recover

/materia recast          # resume the most recent failed/aborted cast
/materia recast <id>     # resume a specific cast
/materia revive <id>     # add recovery attempts to a same-socket-exhausted cast
/materia casts           # list past casts
/materia status          # show the current cast state
/materia abort           # stop the active cast

pi-materia automatically retries safe failures (context-window limits, tool timeouts, and safe generic turn failures) within the same socket before requiring manual intervention. Transient transport errors (WebSocket connection drops, Stream ended without finish_reason, and similar provider-stream interruptions) are recorded as warnings but do NOT force cast failure — the cast stays active and the next turn proceeds normally without a cast_end ok:false or failed manifest entries.

Customize your pipelines

Loadout and materia configuration is layered JSON (defaults → user profile → project file → env/cli overrides). Full customization details live in the docs:

• Handoff contract — the JSON contract agent sockets use to pass work items between materia
• Graph semantics — edge conditions, branching, loops, and structured iteration
• Loop semantics — generator-driven loop configuration and exit routing
• Utility materia — deterministic pre/post-processing sockets (no LLM turn)
• Loadout ownership & locking — how defaults, duplicates, and locking work

Minimal hello-world config to get started writing your own:

{
  "artifactDir": ".pi/pi-materia",
  "activeLoadout": "Hello",
  "loadouts": {
    "Hello": {
      "entry": "hello",
      "sockets": {
        "hello": { "materia": "echoer", "edges": [{ "when": "always", "to": "end" }] }
      }
    }
  },
  "materia": {
    "echoer": { "tools": "none", "prompt": "Say exactly: HELLO WORLD" }
  }
}

Save this as .pi/pi-materia.json in your project, or pass it with --materia-config.

Reference

All commands

Command	Description
/materia cast <task>	Run a cast with the active loadout
/materia autocast <loadout|materia:name> <prompt>	Run a cast with a temporary loadout or single-materia virtual loadout
/materia link [--from <id>] <target> ... -- <prompt>	Chain materia/loadouts into an ephemeral pipeline
/materia grid	Show the resolved pipeline graph
/materia loadout [name]	List or switch active loadouts
/materia ui	Open the WebUI editor
/materia quest status	Show quest board status
/materia quest add [--loadout <name>] <prompt>	Append a pending quest
/materia quest list [pending|all|succeeded|failed]	List quests
/materia quest run [id]	Process quests continuously
/materia quest runonce [id]	Process exactly one quest
/materia quest stop	Stop the quest runner
/materia quest move <id> --first|--before|--onto <target>	Reorder pending quests
/materia quest requeue <id>	Return a failed/blocked quest to the queue
/materia quest default-loadout [name|--clear]	Set or clear the quest default loadout
/materia recast [id]	Resume a failed/aborted cast
/materia revive [id]	Add recovery allowance to an exhausted cast
/materia casts	List past casts
/materia status	Show active cast state
/materia continue	Finalize a paused multi-turn planning socket
/materia abort	Stop the active cast

Configuration layering

Config is merged from lowest to highest precedence:

1. Bundled defaults (config/default.json)
2. User profile (~/.config/pi/pi-materia/materia.json)
3. Project file (.pi/pi-materia.json)
4. MATERIA_CONFIG environment variable
5. --materia-config CLI flag

Artifacts

Each cast writes a timestamped directory:

.pi/pi-materia/<cast-id>/
  config.resolved.json
  events.jsonl
  usage.json              # token/cost totals
  manifest.json
  sockets/<socket-id>/<visit>.md
  sockets/<socket-id>/<visit>.json
  contexts/<socket-id>-<visit>.md

Development

Install dependencies with npm. Use Bun for the test suite:

npm install
npm run typecheck
npm test                 # bun test
npm run test:webui       # Vitest client tests

The WebUI lives under src/webui/ (Vite + React + Tailwind client, TypeScript Node server):

npm run dev:webui          # Vite dev server
npm run dev:webui:server   # Node server in watch mode
npm run build:webui        # Production build

WebUI development notes for future work: WebUI integration notes. Manual smoke test coverage: WebUI smoke tests.

License

MIT