Agent skill

Moai Factory Foreman

by modu-ai in modu-ai/moai-adk

One unattended factory foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report.

Apache-2.0Auto-check passedDevelopment

Install Moai Factory Foreman

skills CLI
$ npx skills add modu-ai/moai-adk --skill moai-factory-foreman -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install modu-ai/moai-adk moai-factory-foreman --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/modu-ai/moai-adk.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/moai-factory-foreman .claude/skills/moai-factory-foreman && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
moai-factory-foreman
GitHub stars
1.2k
Token cost
~3k tokens
SKILL.md length
1,549 words
Files
1
Skills in repo
48
Repo updated
First seen
Licence
Apache-2.0

At a glance

One unattended factory foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report.

  • Works in 7 steps: The operator admits and picks work. Only… → No approval gate is answered on the… → One write-capable worker at a time.… → …
  • Development work in your project
  • SKILL.md covers Running unattended, Boundaries (hard), The iteration and Factory seam (reserved, not…, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Moai Factory Foreman is an agent skill from modu-ai/moai-adk. One unattended factory foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report. This is the body the project's loop.md driver invokes each iteration of a bare /loop; it can also be invoked directly to test one cycle by hand.

Its SKILL.md is about 3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code

It sits in Development. The repository describes itself as: Agentic development harness for Claude Code — SPEC-driven plan/run/sync, TRUST 5 quality gates, model+effort routing, and Claude×GLM multi-LLM cost control. Single Go binary, 16… The licence is Apache-2.0.

When your agent uses it

  • Development work in your project

Example prompts

  • “/moai-factory-foreman”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Grep, Glob, Bash(moai gtd:*), Bash(git status:*), Bash(git log:*), Bash(git rev-parse:*), Bash(git diff:*), Bash(git show:*)

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. The operator admits and picks work. Only backlog items whose state is
  2. No approval gate is answered on the operator's behalf. When a card's
  3. One write-capable worker at a time. While a worker is in flight the
  4. Every worker runs in its own worktree (isolation: "worktree" on the
  5. No integration actions. No push, no pull request, no merge, no branch
  6. Verification is lane-local. The worker runs only the checks its own
  7. Completion is read, never trusted. A card advances only on evidence

What it can do on your machine

Read from SKILL.md and the folder at commit 2aab5f7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Grep
    • Glob
    • Bash(moai gtd:*)
    • Bash(git status:*)
    • Bash(git log:*)
    • Bash(git rev-parse:*)
    • Bash(git diff:*)
    • Bash(git show:*)

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Moai Factory Foreman loads about 3k tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 1,549 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~90
When it runs · the whole SKILL.md, loaded when a task matches
~3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from modu-ai/moai-adk at commit 2aab5f7, republished under its Apache-2.0 licence (© modu-ai). 1,549 words, ~3,000 tokens.

Download SKILL.mdSave it as .claude/skills/moai-factory-foreman/SKILL.md (or your agent's skills folder).
name
moai-factory-foreman
description
One unattended factory foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report. This is the body the project's loop.md driver invokes each iteration of a bare /loop; it can also be invoked directly to test one cycle by hand.
allowed-tools
Read, Grep, Glob, Bash(moai gtd:*), Bash(git status:*), Bash(git log:*), Bash(git rev-parse:*), Bash(git diff:*), Bash(git show:*)
compatibility
Designed for Claude Code
when_to_use
Use when a bare /loop factory foreman iteration fires (the loop.md driver points here), or when the operator asks for a single manual foreman pass over the…
license
Apache-2.0
disallowed-tools
AskUserQuestion
user-invocable
false
metadata.version
1.0.0
metadata.category
workflow
metadata.status
active
metadata.tags
factory, foreman, loop, backlog, dispatch, unattended
progressive_disclosure.enabled
true

Factory Foreman Loop Iteration

<!-- moai:role-rules-required -->

[HARD] Before the first action of a session running this skill, read BOTH role-gated rule files in full: .claude/rules/moai/workflow/factory-dispatch.md and .claude/rules/moai/workflow/cross-session-messaging.md. A Codex-only project deploys the same files under .moai/policies/ (for example .moai/policies/workflow/factory-dispatch.md) — read whichever layout this project carries. The always-loaded surface carries only their stubs; the dispatch protocol, the card classes, and the queue boundaries this loop consumes live in those two files.

One unattended pass of the factory foreman: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence, report. The queue surface is moai todo (the moai gtd spelling serves the same queue); the dispatch protocol and card classes live in the factory dispatch rule (.claude/rules/moai/workflow/factory-dispatch.md). foreman — an auxiliary role of the leader: the unattended watcher that dispatches the already-picked card to an isolated worker when no leader session is holding the queue.

Running unattended

AskUserQuestion is removed from the tool pool while this skill is active — that is the mechanical guarantee that the loop cannot stop and ask. Anything that would have been a question becomes a line in the iteration report, and anything that genuinely needs the operator's decision becomes a blocked card under Boundaries below.

Deployment: start a session in the project, run bare /loop, then background the session — loop tasks carry over to the background session and keep running without a terminal. Esc cancels the pending wakeup of a waiting loop. A recurring loop expires seven days after creation; restart it when the queue still needs a foreman. Background monitors do not survive a session resume — the first iteration after a resume re-arms the queue watch.

The session's permission settings must already allow what this loop uses (queue reads, git inspection, the worker spawn). A permission prompt that surfaces while unattended stalls the iteration until someone attaches; pre-approving that surface in project settings is the operator's setup step, not something this loop can do for itself.

Boundaries (hard)

  1. The operator admits and picks work. Only backlog items whose state is already picked are dispatchable. Never run moai gtd add; never run moai gtd next <n> — that mutation is the operator's pick. Never invent, reword, or reorder cards. An empty queue is a legitimate state: say so and idle. A batch authorization (/moai:todo --auto — the operator's typed invocation-as-approval) is the card-pick gate's autonomous form (.claude/rules/moai/workflow/auto-semantics.md §9): within it, serial consumption on its own judgment, outside the keep-set (bar a [보류 card, which is ranked last, not excluded), is authorized; queue ADMISSION stays the operator's. A lane takes its card through moai factory next --card <id>, never through this loop.
  2. No approval gate is answered on the operator's behalf. When a card's next step needs a human decision that is not already recorded as made (plan-to-run kickoff approval, a review severity call, a scope choice), do not proceed. Leave the card picked, name it blocked-for-operator in the report together with the decision it waits on, and move on.
  3. One write-capable worker at a time. While a worker is in flight the iteration only reads. This is the foreman's own serialization, stricter than the doctrine it sits under — one writer per tree, owned by .claude/rules/moai/core/agent-common-protocol.md § Background Agent Execution. The foreman keeps one worker in flight so a failed iteration has exactly one author to read.
  4. Every worker runs in its own worktree (isolation: "worktree" on the spawn; relative paths in the prompt — the worker's CWD is its worktree root). Nothing writes to the shared checkout.
  5. No integration actions. No push, no pull request, no merge, no branch deletion, no worktree disposal. The card's branch is unpushed and its worktree is the work's only instance; both stay until the operator integrates them. The report names the branch and the worktree path.
  6. Verification is lane-local. The worker runs only the checks its own change can affect; the full suite belongs to CI. Never spawn background CPU load — the queue watch below is the only long-running process this loop arms.
  7. Completion is read, never trusted. A card advances only on evidence this iteration actually read.

The iteration

  1. Queue watch. If no backlog monitor is live (first iteration, or after a resume), arm one Monitor on the queue file, re-arming it at each expiry:

    • command:

      sh
      # The queue directory, resolved the way factory.StateDirForRoot does for a
      # standard git-repository project: <moai-home>/db/<project-key>/todo,
      # keyed by the repository's canonical (primary-checkout) root.
      mh=${MOAI_HOME:-$HOME/.moai}
      root=$(git rev-parse --show-toplevel 2>/dev/null) || root=$PWD
      top=$(git worktree list --porcelain 2>/dev/null | sed -n 's/^worktree //p' | head -n 1)
      [ -n "$top" ] && root=$top
      root=$(cd "$root" && pwd -P)
      key=$(basename "$root"); key=$(printf '%s' "$key" | tr -c 'A-Za-z0-9._-' '-')
      sum=$(printf '%s' "$root" | sha256sum 2>/dev/null | cut -c1-8)
      [ -n "$sum" ] || sum=$(printf '%s' "$root" | shasum -a 256 | cut -c1-8)
      d=$mh/db/$key-$sum/todo
      last=init
      while true; do
        cur=$(cksum "$d"/backlog.db "$d"/backlog.db-wal 2>/dev/null)
        [ -n "$cur" ] || cur=missing
        if [ "$cur" != "$last" ]; then
          [ "$last" != init ] && echo "backlog changed"
          last=$cur
        fi
        sleep 5
      done
    • timeout_ms: 1800000

    • description: backlog queue watch

    The persistent option no longer exists — every Monitor now carries a deadline, timeout_ms is a required input, and the watch above is an unbounded loop that never ends on its own. 1800000 is the longest deadline the tool documents accepting; a larger value is capped rather than honoured. At expiry the loop is killed and one notice arrives with the event count, so an iteration that still needs the watch re-arms it. A non-interactive (-p) session is reported to cap the deadline lower than an interactive one; that lower cap is not observable from the tool input schema, so treat a shorter-than-requested expiry there as expected rather than as a fault.

    The watch resolves the queue directory the way factory.StateDirForRoot does for a standard git-repository project — a project-keyed directory under the moai home (MOAI_HOME when that is set to an absolute path, otherwise ~/.moai), keyed by the primary checkout's root — so a linked worktree watches the primary checkout's queue, not a directory local to its own tree. The queue is the database, and a backlog.json beside it is an export or a legacy leftover — never the queue — so a watch pointed at the JSON on a migrated project polls a file that never changes and reports nothing, forever. The write-ahead log is watched alongside the database because a committed write can sit in backlog.db-wal with the database image byte-identical until a checkpoint folds it back; watching the database alone misses exactly those mutations. The checksum poll emits one line per change and costs two tiny reads every five seconds. Do not tighten the interval, and do not arm a second watcher. Each emitted line, like each scheduled wakeup, is a prompt to run this same idempotent iteration — an iteration that finds nothing to do ends quickly.

  2. Read the queue. moai gtd list --json (lock-free). A missing queue file is an empty queue, never an error. Records carry id, text, spec_id, and state (queued | picked | dropped).

  3. Collect before dispatch. If a worker dispatched by an earlier iteration has returned, read its evidence file first (step 6). If a worker is still running, end the iteration with a one-line status.

  4. Choose the dispatchable card. The oldest picked item with no live worker and no recorded blocker. queued items are not yours to pick outside a batch authorization.

  5. Dispatch one worker with the Agent tool, isolation: "worktree". The dispatch is a fixed-field address block — a pointer, not a copy, ten lines at most:

    card: <id>
    spec: <SPEC-ID>            # only when the card carries one
    cmd: <the card's work in one line; the phase command when a SPEC is attached>
    evidence: .moai/reports/<card-id>/evidence.md

    Route the spawn to the agent the card's work matches under the standard delegation rules; where no specialist matches, a general-purpose spawn with a domain whitelist. The worker prompt carries the block plus these standing orders: rename the worktree branch to WT-<slug> (a descriptive slug, never the card id) first; implement the card; verify lane-locally; write the evidence file with decisions, verbatim output tails of the checks run, explicit gaps, and residual risk; commit by explicit pathspec; never push.

  6. Collect on evidence. When the worker returns, read the evidence file it names. Advance the card — moai gtd done <t-id> — only when the evidence shows the work complete: verbatim passing output present, gaps named. A missing, unreadable, or stale evidence file is a gap: the card stays picked, the report says why, and the card is not re-dispatched this iteration. Absence of a failure signal is not a pass.

  7. Report. Close with two to six lines: queue summary, what was dispatched or collected, which evidence was read, blocked cards and the decisions they wait on. This report is what the operator reads on reattach — name what you read, not what you were told.

Show full SKILL.md (124 more words)Show less

Factory seam (reserved, not implemented)

The single-worker dispatch above is the only mode. Fanning a card out to numbered factory lanes — the multi-lane launcher surface — is separate work; when the foreman grows that routing, it lands here as a second dispatch mode chosen per card. Until then this loop spawns one subagent per card, reads no factory state, and launches no lanes.

Failure handling

Stop the loop (ScheduleWakeup with stop: true), with a one-line reason, when the loop cannot do its job: the queue file is repeatedly unreadable, the queue watch cannot be armed, or this skill's own surface is broken. A transient worker failure is not a loop failure — record it on the card and let the next iteration decide whether to re-dispatch.

© modu-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .claude/skills/moai-factory-foreman of modu-ai/moai-adk.

Open the folder on GitHubat commit 2aab5f7

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Categories

Questions about Moai Factory Foreman

What does Moai Factory Foreman do?

One unattended factory foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report. Moai Factory Foreman is an agent skill from modu-ai/moai-adk. One unattended factory foreman iteration: watch the backlog queue, dispatch the next operator-picked card to an isolated worker, collect completion evidence on read (not on claims), and report.

When should I use Moai Factory Foreman?

Moai Factory Foreman fits situations like: development work in your project.

How do I install Moai Factory Foreman in Claude Code?

Run `npx skills add modu-ai/moai-adk --skill moai-factory-foreman -a claude-code`. Or copy the skill folder (.claude/skills/moai-factory-foreman in modu-ai/moai-adk) into .claude/skills/moai-factory-foreman in your project. Claude Code loads it when a task matches its description.

How do I install Moai Factory Foreman in Codex?

Run `npx skills add modu-ai/moai-adk --skill moai-factory-foreman -a codex`. Or copy the skill folder (.claude/skills/moai-factory-foreman in modu-ai/moai-adk) into .agents/skills/moai-factory-foreman in your project. Codex loads it when a task matches its description.

Can I use Moai Factory Foreman in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add modu-ai/moai-adk --skill moai-factory-foreman -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/moai-factory-foreman, .gemini/skills/moai-factory-foreman, .github/skills/moai-factory-foreman and .opencode/skills/moai-factory-foreman in your project.

What does Moai Factory Foreman need to run?

SKILL.md names no scripts, command-line tools or credentials: Moai Factory Foreman is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash(moai gtd:*), Bash(git status:*), Bash(git log:*), Bash(git rev-parse:*), Bash(git diff:*), Bash(git show:*). Compatibility (from SKILL.md): Designed for Claude Code.

Does Moai Factory Foreman access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Moai Factory Foreman safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Moai Factory Foreman use?

Moai Factory Foreman is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Moai Factory Foreman use?

About 3k tokens (SKILL.md is roughly 12k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Moai Factory Foreman?

Skills that share tags, products or a category with Moai Factory Foreman: Vercel Composition Patterns (supabase/supabase, 111k stars), Finishing a Development Branch (obra/superpowers, 297k stars), Typescript Advanced Types (rolling-scopes/rsschool-app, 10k stars) and PR Babysitter (openinterpreter/openinterpreter, 69k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Moai Factory Foreman?

modu-ai (a GitHub organization) maintains it in modu-ai/moai-adk, which has 1,230 GitHub stars. The repository holds 48 skills in this directory. The repository was last updated on October 9, 2026.

Source: modu-ai/moai-adk on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.