Ralph with circuit-breaker exit detection

A safe Ralph variant that solves runaway loops with circuit-breaker heuristics: it halts automatically when iterations stop producing file changes or keep hitting the same error.

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→ Claude Code
Ralph loop wrapped with exit heuristics: no file changes for 3 consecutive iterations = no progress → stop; same error 5 consecutive loops = stuck → stop. Cap the run at 25 iterations; leave remaining work for the next session.
claude-code

Implementation note

When to use: unattended Ralph runs where the failure mode that scares you is the runaway — a loop that spins for hours making no progress or repeating the same error while the bill grows. How it works: a standard Ralph loop wrapped with two exit heuristics that watch the loop from outside. No file changes for three consecutive iterations means no progress is being made, so it stops. The same error appearing five consecutive loops means the agent is stuck, so it stops. Both are cheap, observable signals that need no model judgment to evaluate. Safety: the circuit breakers are the whole point — they convert the two classic runaway shapes, idle spinning and error loops, into automatic halts instead of morning surprises. They bound waste rather than damage: the iterations that do run still change files and commit, so the usual sandbox, branch, and review discipline still applies underneath.

Source: frankbria/ralph-claude-code ↗graded C · 55/100 — how grades work →

More automation loops

Ship PRD stories via dual-agent loop

Loop/ralphGitHubA

Ralph runs a generator and evaluator in tandem until all user stories pass acceptance criteria and browser tests.

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→ Claude Code
# Ralph Harness — Agent Instructions ## Overview Ralph Harness is an autonomous AI agent loop that runs AI coding tools (Amp or Claude Code) repeatedly until all PRD items are complete. Each iteration is a fresh instance with clean context. Ralph supports two modes: | Mode | Architecture | When to use | |------|-------------|-------------| | simple | Single agent (self-implement, self-check) | Quick tasks, backend-only stories, well-defined small changes | | harness | Generator + Evaluator (dual-agent with contract) | UI-heavy features, complex stories, when quality is critical | ## Architecture: Harness Mode ralph.sh orchestrator │ ├── Planner (prd.json) │ Defines user stories, acceptance criteria, dependencies │ ├── Generator (generator-prompt.md) │ Drafts sprint contracts → Implements stories → Fixes based on feedback │ └── Evaluator (evaluator-prompt.md) Reviews contracts → Signs/locks → Tests in browser → Scores → Writes feedback ### Per-Story Flow 1. Contract Negotiation : Generator drafts contract.json → Evaluator reviews → Back-and-forth until Evaluator signs → Contract locked (immutable) 2. Build : Generator reads Hard cap: stop after 30 iterations even if PRD items remain.
automationhigh risk

Ship production-grade apps autonomously

Loop/ralphGitHubB

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

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→ Claude Code
# 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

Set and ship autonomous goals

Loop/goalGitHubB

Run a persistent goal autonomously until completion, routing each task to the optimal model for cost and capability.

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/goal <objective · /loop <task | Set a persistent goal · run autonomously until complete (≤25 turns) |
automationlow risk