rfmodel · Claude Code mod

README

watchdog

A second model reviews each step that Claude Code takes and sends it short notes while it works: nit, concern or blocker.

A watchdog flags a planted bug and nudges Claude, which fixes it; the band card marks the note as maybe outdated and opens to the whole note, /watchdog status shows the review cost, and a later review retracts the note and raises a held concern: Claude reported a result it never ran

Requirements

Claude Code 2.1.290 or later. Watchdog is a mod: a plugin whose code Claude Code runs inside your session. The npm stable channel (2.1.285 on 2026-10-06) has no mods. Below 2.1.290 the plugin shows unsupported. Desktop support starts when Claude.app bundles Claude Code 2.1.290 or later.

Check claude --version first. If it is below 2.1.290, move to the npm latest channel: npm install -g @anthropic-ai/claude-code@latest.

Quick start

/plugin marketplace add matteoantoci/claude-plugins
/plugin install watchdog@matteoantoci-plugins

Then run /watchdog on (reviews are off until you do) and ask Claude for a small change. The note shows as a watchdog: [concern] … line in the transcript and as a card, one line with its first sentence above the prompt box. Click the card's ▸, or press ctrl+x tab and then its letter (a, b, c), to read the whole note with its watchdog, age and state; Esc gives the focus back to the prompt. Run /watchdog status to see each watchdog's reviews, notes, tokens and cost. A card names its watchdog when you run two or more.

At its right end a card shows only what needs a look: the subagent type for a note on a subagent; the state while the note has not reached Claude yet, nudge pending (the plugin starts a turn so that Claude reads it), held or aside (Claude reads it with your next prompt); nothing once it is steered (Claude reads it after its next tool result) or nudged. When Claude edited files after the review read its update, the card says outdated? N edits (the open card says may be outdated: N edits since), and Claude reads the same mark with the note. The next review of the same watchdog sees the edits and the note; when the note no longer holds, it retracts it: the card goes, and a note that waits never reaches Claude. A blocker that may be outdated and came after Claude's reply waits as held for that review before it nudges, so Claude does not go after a bug it already fixed.

What runs on your machine

The mod runs inside Claude Code with your permissions. Its code is in plugins/watchdog/hooks/.
It reads the WATCHDOG.json and WATCHDOG.md files, the session's memory files (such as CLAUDE.md), each update of the agent you work with and, when CLAUDE_WATCHDOG is set in a claude -p run, your project and local settings.
It sends each update to the review model, as an agent that Claude Code runs on your account, and puts the notes into your session. /watchdog on also sends one 1-token request for each model, to check that it exists. Apart from these model requests through Claude Code, the mod makes no network calls: its code never calls $.http.fetch or fetch.
Its only file write is the dump, under <config>/watchdog/dumps/ (<config> is $CLAUDE_CONFIG_DIR or ~/.claude). It keeps its notes and review state in Claude Code's session state and plugin store. In the terminal, /watchdog dump also copies the dump text to the clipboard.
By default a reviewer gets Read, Grep and Glob. A project WATCHDOG.json can grant no more; only <config>/WATCHDOG.json can grant other tools and mcp__* tools. Bash, Edit, Write, NotebookEdit, Agent, SendMessage, AskUserQuestion and ToolSearch are always refused. A reviewer never asks you for a permission.
The mod allows its own review spawn (the Agent call of a watchdog:* type) when Claude Code would ask, so no dialog or Auto-mode classifier sees it. A permission rule that denies Agent still wins.
A project WATCHDOG.json or WATCHDOG.md sets the number of reviewers, their model, effort and instructions. In a repo you did not write, read these files before /watchdog on. Once on, /watchdog status lists each watchdog with its model, effort and file.

Cost and off switch

Each review is one more agent, on opus with medium effort by default (in the demo: 3 reviews, 37.2k tokens, $0.07). The built-in "You should know" mod, when on, runs its own side agent too; turn it off in /plugin to pay for one only.
/watchdog off stops reviews for this session. /plugin uninstall watchdog@matteoantoci-plugins removes the plugin.
Settings, in /plugin (Installed, Watchdog, Configure options) or /config: onByDefault (default false) turns reviews on in each new interactive session. immuneTurns (0 to 5, default 3) is the number of turns after a nudge before the next nudge for a concern; a nudge is a turn that the plugin starts so that Claude reads a note that came after its reply.
Each nudge is one more turn of Claude. After each of your prompts the plugin sends at most 1 nudge for concerns and 2 for blockers (a concern that comes with a blocker rides along); a later note waits for your next prompt. /watchdog status shows both counts, for example nudge 1/1 · blocker 0/2.

Commands

/watchdog or /watchdog status: each watchdog's state, reviews, notes, tokens and cost, and the session totals. For a state such as halted, see docs/failures.md.
/watchdog on and /watchdog off: turn reviews on or off for this session.
/watchdog dump and /watchdog dump raw: write the review log to a file (raw adds the review prompts).

Configure

A WATCHDOG.json in your project or in ~/.claude sets the watchdogs. The load order, every key and the tool grants are in docs/configuration.md. This file adds a second reviewer to the default one:

{ "watchdogs": [{ "name": "default" }, { "name": "security", "model": "sonnet", "effort": "high" }] }

Limitations

Notes are advice: the agent may reject one. A review runs in the background, so a note can come after the step; the outdated mark above counts every edit since the review, whatever file it touched.
Reviews run only on Anthropic models. claude -p needs CLAUDE_WATCHDOG=on and has no nudge and no cards: see docs/headless.md.
The cost comes from the plugin's own price table (plugins/watchdog/hooks/prices.ts); a model not in it shows $?.

Development

npm install sets up the tools and the pre-commit hook. npm run check runs the 6 checks of pre-commit and CI: rules, fmt:check, lint, typecheck, validate and test. See docs/plugin-dev.md. Before a release and before a bump of the pinned Claude Code version, run the live probe by hand, on a real model and login: scripts/live-probe/README.md.

License

Apache-2.0

Source 1 files

hooks/model.mjs 65 lines

1// §16.5 model compare (§12.2): one agent of this probe mod, registered with the model __MODEL__ and spawned once at
2// the first main-loop turn end. It shows the model the engine runs for that alias (spawn result, `turn.step`,
3// `usage.model`) apart from the watchdog plugin, whose preflight `$.model.complete` can refuse the alias before any
4// spawn (§5.2). The observer logs the spawn, the steps and the end; this file logs the register and the spawn
5// result to __LOG__/rf-model.json. A hooks module cannot import node:fs (§16.3).
6const FILE = '__LOG__/rf-model.json';
7const PLUGIN = 'rfmodel';
8const state = { model: '__MODEL__', register: null, spawn: null };
9let writing = Promise.resolve();
10
11const errorOf = (error) => String(error?.message ?? error).slice(0, 800);
12
13const write = ($) => {
14  writing = writing.then(() => $.fs.write(FILE, `${JSON.stringify(state)}\n`)).catch(() => undefined);
15  return writing;
16};
17
18export const register = (on) => {
19  // §16.4 #6: a register in `session.start` resolves; the agent takes no tool and one turn.
20  on('session.start', async ($, e, next) => {
21    state.register = await $.agent
22      .register({
23        name: 'probe',
24        description: 'Model probe agent. Only the probe spawns it; never delegate to it.',
25        prompt: 'Reply with the single word OK. Do not call any tool.',
26        tools: [],
27        model: state.model,
28        effort: 'low',
29        maxTurns: 1,
30        omitClaudeMd: true,
31        background: true,
32      })
33      .then(
34        (value) => ({ value }),
35        (error) => ({ error: errorOf(error) })
36      );
37    await write($);
38    return next(e);
39  });
40
41  on('agent.offer', async ($, e, next) =>
42    String(e.agent ?? '').startsWith(`${PLUGIN}:`) ? { isOffered: false } : next(e)
43  );
44
45  // §7.2: the main `turn.complete` is a spawn site; the spawn is awaited in the live hook.
46  on('turn.complete', async ($, e, next) => {
47    const result = await next(e);
48    if (!e.agentId && state.spawn === null && state.register?.value !== undefined) {
49      state.spawn = 'pending';
50      state.spawn = await $.agent
51        .spawn({
52          subagentType: `${PLUGIN}:probe`,
53          description: 'rf model probe',
54          prompt: 'Reply with the single word OK. Do not call any tool.',
55        })
56        .then(
57          (value) => ({ value }),
58          (error) => ({ error: errorOf(error) })
59        );
60      await write($);
61    }
62    return result;
63  });
64};
65