Runaway-Bill Guardrail Loop (Watchdog Beside the Worker)

A cost-safety pattern that pairs every overnight loop with a second, dumber loop whose only job is stopping the first: spend alerts, a hard iteration cap, and a cron check that kills the worker when token burn spikes or the same command keeps repeating.

prompt
→ Claude
Pair every overnight loop with a watchdog: spend/usage alert thresholds, a hard `MAX_ITER`, and a cron check that kills the loop process if tokens-per-minute spikes or the same command repeats N times. The watchdog is a second, dumber loop whose only job is stopping the first one. Cap the run at 25 iterations; leave remaining work for the next session.
claude-code

Implementation note

When to use: alongside every overnight or unattended loop you run — this is not a work loop but the watchdog you pair with one, built for the wake-up-to-a-huge-bill failure mode. How it works: the worker loop gets a companion: spend and usage alert thresholds, a hard MAX_ITER cap, and a cron check that kills the worker process outright if tokens-per-minute spikes or the same command repeats N times in a row. The watchdog is deliberately a second, dumber loop whose only job is stopping the first one — it makes no judgment calls beyond its thresholds. Safety: the design principle is separation — the safety mechanism runs outside the worker's process and context, so a worker that has gone sideways cannot reason its way past its own limits. Repeated-command detection catches stuck loops that spend without progressing. Tune the thresholds to your loop's normal profile first, or the watchdog cries wolf.

Source: devtoolpicks

More automation loops

Ship production-grade apps autonomously

Loop/ralphnew

Hand an idea to Claude Code; it authors specs, designs, builds, tests, secures, and ships until enterprise done or budget exhausted.

prompt
→ Claude
# dare-to-be-stupid — Design (v2, refined) > A Claude Code plugin. One command, /dare , hands an idea or PRD to an autonomous > loop that authors specs, designs, builds, tests, secures, ships, fixes, and iterates > until the app passes an enterprise-production definition of done — or the budget dies. > > Named for the Weird Al song. The joke is that it runs the Ralph Loop on purpose , > with --dangerously-skip-permissions , and narrates the whole thing in the voice of an > '80s Junkion. Pre-production only. Never points at anything with users. This is v2. It keeps the strong core of the original spec (external reviewer, ratchet, guard hook, Junkion style) and adds the three phases the original left thin relative to the actual goal: PRD authoring, a design phase, and a real enterprise DoD including security, CI, docs/observability, and design quality (with quality plugins auto-installed). --- ## 0. The premise, in one paragraph The User builds documentation-first: spec → system docs → API contracts → CLAUDE.md → code. dare-to-be-stupid is the deliberate inverse, packaged as comedy that also solves two real engineering problems. It is a real build , not a joke ar
automationhigh riskclaude-code

claude-progress.txt harness pattern (Anthropic)

Loop/ralph★ Anthropic

Anthropic's first-party file-as-memory harness for long-running agents: every fresh-context session recovers state from a progress file and the git log, does one unit of work, updates the file, commits, and exits.

prompt
→ Claude
Long-running agent harness: each fresh-context session starts by reading `claude-progress.txt` + git log to recover state, does one unit of work, updates the progress file, commits, exits. Initializer session sets up the file; coder sessions loop. Guardrails: Stop when the goal is verifiably met, or stop after 15 iterations, whichever comes first. Verify each pass by running the relevant tests or checks — self-reported success does not count. Keep changes minimal and never touch files outside the task’s scope.
automationmedium riskclaude-code

Complete all tasks in tasks.md

Loop/ralphnew

Work through your tasks.md file, completing each task until none remain or max iterations is reached.

prompt
→ Claude
/ralph-loop "Complete all tasks in tasks.md" --max-iterations 50
automationmedium riskclaude-code