Agent-First CLI Design

CLIs in this system are agent-first, human-distant-second. Every command returns structured JSON that an agent can parse, act on, and follow. Humans are welcome to pipe through jq.

Core Principles

1. JSON always

Every command returns JSON. No plain text. No tables. No color codes. Agents parse JSON; they don't parse prose.

bash

# This is the ONLY output format
joelclaw status
# → { "ok": true, "command": "joelclaw status", "result": {...}, "next_actions": [...] }

No --json flag. No --human flag. JSON is the default and only format.

2. HATEOAS — every response tells you what to do next

Every response includes next_actions — an array of commands the agent can run next, with descriptions. The agent never has to guess what's available.

json

{
  "ok": true,
  "command": "joelclaw send pipeline/video.download",
  "result": {
    "event_id": "01KHF98SKZ7RE6HC2BH8PW2HB2",
    "status": "accepted"
  },
  "next_actions": [
    {
      "command": "joelclaw run 01KHF98SKZ7RE6HC2BH8PW2HB2",
      "description": "Check run status for this event"
    },
    {
      "command": "joelclaw logs --follow",
      "description": "Watch worker logs in real-time"
    },
    {
      "command": "joelclaw health",
      "description": "Check system health"
    }
  ]
}

next_actions are contextual — they change based on what just happened. A failed command suggests different next steps than a successful one.

3. Self-documenting command tree

The root command (no args) returns the full command tree so an agent can discover everything in one call:

json

{
  "ok": true,
  "command": "joelclaw",
  "result": {
    "description": "JoelClaw — personal AI system CLI",
    "health": { "server": {...}, "worker": {...} },
    "commands": [
      { "name": "send", "description": "Send event to Inngest", "usage": "joelclaw send <event> -d '<json>'" },
      { "name": "status", "description": "System status", "usage": "joelclaw status" },
      { "name": "health", "description": "Health check all services", "usage": "joelclaw health" }
    ]
  },
  "next_actions": [...]
}

4. Context-protecting output

Agents have finite context windows. CLI output must not blow them up.

Rules:

•Terse by default — minimum viable output
•Auto-truncate large outputs (logs, lists) at a reasonable limit
•When truncated, include a file path to the full output
•Never dump raw logs, full transcripts, or unbounded lists

json

{
  "ok": true,
  "command": "joelclaw logs",
  "result": {
    "lines": 20,
    "total": 4582,
    "truncated": true,
    "full_output": "/var/folders/.../joelclaw-logs-abc123.log",
    "entries": ["...last 20 lines..."]
  },
  "next_actions": [
    { "command": "joelclaw logs --tail 100", "description": "Show more log lines" }
  ]
}

5. Errors suggest fixes

When something fails, the response includes a fix field — plain language telling the agent what to do about it.

json

{
  "ok": false,
  "command": "joelclaw send pipeline/video.download",
  "error": {
    "message": "Inngest server not responding",
    "code": "SERVER_UNREACHABLE"
  },
  "fix": "Start the Inngest server: cd ~/Code/system-bus && docker compose up -d",
  "next_actions": [
    { "command": "joelclaw health", "description": "Re-check system health after fix" },
    { "command": "docker ps", "description": "Check if Docker containers are running" }
  ]
}

Response Envelope

Every command uses this exact shape:

Success

typescript

{
  ok: true,
  command: string,          // the command that was run
  result: object,           // command-specific payload
  next_actions: Array<{
    command: string,        // exact command to copy-paste/run
    description: string     // what it does
  }>
}

Error

typescript

{
  ok: false,
  command: string,
  error: {
    message: string,        // what went wrong
    code: string            // machine-readable error code
  },
  fix: string,              // plain-language suggested fix
  next_actions: Array<{
    command: string,
    description: string
  }>
}

Reference implementations

•slog — ~/Code/system-bus/ (Effect CLI, system log)
•igs — ~/Code/system-bus/ (Effect CLI, Inngest operations)

Both follow this exact envelope. Copy their patterns.

Implementation

Framework: Effect CLI (@effect/cli)

All CLIs use @effect/cli with Bun. This is non-negotiable — consistency across the system matters more than framework preference.

typescript

import { Command, Options } from "@effect/cli"
import { NodeContext, NodeRuntime } from "@effect/platform-node"

const send = Command.make("send", {
  event: Options.text("event"),
  data: Options.optional(Options.text("data").pipe(Options.withAlias("d"))),
}, ({ event, data }) => {
  // ... execute, return JSON envelope
})

const root = Command.make("joelclaw", {}, () => {
  // Root: return health + command tree
}).pipe(Command.withSubcommands([send, status, health]))

Binary distribution

Build with Bun, install to ~/.bun/bin/:

bash

bun build src/cli.ts --compile --outfile joelclaw
cp joelclaw ~/.bun/bin/

Adding a new command

•Define the command with Command.make
•Return the standard JSON envelope (ok, command, result, next_actions)
•Include contextual next_actions — what makes sense AFTER this specific command
•Handle errors with the error envelope (ok: false, error, fix, next_actions)
•Add to the root command's subcommands
•Add to the root command's commands array in the self-documenting output
•Rebuild and install

Anti-Patterns

Don't	Do
Plain text output	JSON envelope
Tables with ANSI colors	JSON arrays
`--json` flag to opt into JSON	JSON is the only format
Dump 10,000 lines	Truncate + file pointer
`Error: something went wrong`	`{ ok: false, error: {...}, fix: "..." }`
Undiscoverable commands	Root returns full command tree
Static help text	HATEOAS next_actions
`console.log("Success!")`	`{ ok: true, result: {...} }`
Exit code as the only error signal	Error in JSON + exit code
Require the agent to read --help	Root command self-documents

Naming Conventions

•Commands are nouns or verbs, lowercase, no hyphens: send, status, health, logs
•Subcommands follow naturally: joelclaw memory search, joelclaw loop start
•Flags use --kebab-case: --max-quality, --follow
•Short flags for common options: -d for --data, -f for --follow
•Event names use domain/action: pipeline/video.download, content/summarize

Checklist for New Commands

• Returns JSON envelope (ok, command, result, next_actions)
• Error responses include fix field
• Root command lists this command in its tree
• Output is context-safe (truncated if potentially large)
• next_actions are contextual to what just happened
• No plain text output anywhere
• No ANSI colors or formatting
• Works when piped (no TTY detection)
• Builds and installs to ~/.bun/bin/