Ralph Loop

Autonomous implementation loop for spec-kit. Ralph repeatedly spawns a fresh AI agent that resumes from compact durable memory, implements the next work unit, and loops until every task is committed and the repository is clean.

Prerequisites

Requirement	Why
spec-kit (`specify` CLI) >= 0.8.5	Extension host — provides project structure, task management, and integration metadata used for skills-mode dispatch
GitHub Copilot CLI, OpenAI Codex CLI, or Claude Code	Agent CLI used to execute each iteration (`copilot` is the default)
Git	Version control — Ralph commits completed work units automatically

Your project must be initialized with specify init and have a feature branch checked out with a completed tasks.md.

Installation

specify extension add ralph

Or install from repository directly

specify extension add ralph --from https://github.com/Rubiss-Projects/spec-kit-ralph/archive/refs/tags/v1.2.1.zip

Verify the installation:

specify extension list
# ✓ Ralph Loop (v1.2.1)
#   Autonomous implementation loop using AI agent CLI
#   Commands: 2 | Hooks: 1 | Status: Enabled

The installed extension includes .specify/extensions/ralph/ralph-config.yml for project defaults and registers the iterate command for your active agent. No post-install config copy step is required.

Usage

Path 1 — Agent Command

Run inside an agent session that supports spec-kit extension commands:

/speckit.ralph.run

With options:

/speckit.ralph.run --max-iterations 5 --model gpt-5.1

The command validates prerequisites, detects the current feature context, and delegates to the platform-appropriate orchestrator script.

Only launcher flags are accepted here. Free-form text such as Implement US1 is ignored by the launcher because Ralph selects the next incomplete work unit from tasks.md inside the orchestrated iteration.

Path 2 — Direct Script Invocation

Run the orchestrator scripts directly from your terminal for debugging or CI use.

PowerShell (Windows):

.specify/extensions/ralph/scripts/powershell/ralph-loop.ps1 `
  -FeatureName "001-my-feature" `
  -TasksPath "specs/001-my-feature/tasks.md" `
  -SpecDir "specs/001-my-feature" `
  -MaxIterations 10 `
  -Model "claude-sonnet-4.6" `
  -AgentCli "copilot"

Bash (macOS / Linux):

.specify/extensions/ralph/scripts/bash/ralph-loop.sh \
  --feature-name "001-my-feature" \
  --tasks-path "specs/001-my-feature/tasks.md" \
  --spec-dir "specs/001-my-feature" \
  --max-iterations 10 \
  --model "claude-sonnet-4.6" \
  --agent-cli "copilot"

Configuration

Edit .specify/extensions/ralph/ralph-config.yml to customize defaults:

# AI model for agent iterations
model: "claude-sonnet-4.6"

# Maximum loop iterations before stopping
max_iterations: 10

# Path or name of the agent CLI binary
# Supported: copilot, codex, claude
agent_cli: "copilot"

# Commit subject policy (optional — omit this block to preserve today's behavior)
commit:
  style: "legacy"      # legacy | conventional
  scope: "ralph"       # optional; used only for conventional style; default: ralph
  issue: "auto"        # optional; auto-links commits to inferred GitHub issue number

The installed extension contains only the active ralph-config.yml, which is also the manifest's canonical configuration source.

Commit Style

Ralph generates work-unit commit subjects in the format feat(<feature-name>): <work-unit title> by default. The optional commit block lets you change this behavior without affecting projects that have no commit configuration.

Legacy (default) — preserves the existing format exactly:

commit:
  style: legacy

Result: feat(<feature-name>): <work-unit title>

Conventional — uses a short, configurable scope:

commit:
  style: conventional
  scope: myteam

Result: feat(myteam): <commit summary>

Omit scope to use the default scope ralph:

commit:
  style: conventional

Result: feat(ralph): <commit summary>

Issue auto-linking — appends #<issue> when the branch name starts with a numeric prefix (e.g. 069-some-feature → #69). Works with both legacy and conventional styles. If no numeric prefix is found, the commit is created without a suffix.

commit:
  style: conventional
  issue: auto

Result (on branch 069-some-feature): feat(ralph): <commit summary> #69

Setting an unsupported commit.style value causes Ralph to stop with a clear configuration error before creating any commit.

When a commit block is configured, Ralph also validates the subject of each new agent-created work-unit commit before accepting completion. The validator checks the configured prefix, required issue suffix, and obvious planning labels in conventional payloads, but it does not require an exact deterministic summary. A subject-only defect is reported back to the next iteration so the agent can repair it, for example by amending the latest commit.

Agent CLI Support

Ralph supports CLI-specific invocation codepaths selected by agent_cli.

`agent_cli`	Invocation shape	Notes
`copilot`	`copilot --agent speckit.ralph.iterate -p ... --model ... --yolo -s` or `copilot -p "/speckit-ralph-iterate ..." --model ... --yolo -s`	Default path. Resolves the registered command/skill name from `.specify/integration.json`: dot separator uses `--agent speckit.ralph.iterate`; dash/skills mode invokes `/speckit-ralph-iterate` in the prompt. Spec Kit integration options such as `--skills` are not passed as Copilot runtime flags.
`codex`	`codex exec --json --model ... --sandbox danger-full-access --cd ... -`	Uses Codex non-interactive mode and passes the existing `speckit.ralph.iterate` command text via stdin.
`claude`	`claude -p ... --model ... --dangerously-skip-permissions`	Uses Claude Code print/non-interactive mode. Passes the existing `speckit.ralph.iterate` command text in the prompt (Claude Code has no registered agent to select). `--dangerously-skip-permissions` runs unattended (equivalent to `--permission-mode bypassPermissions`).

To use Codex:

model: "gpt-5.3-codex"
max_iterations: 10
agent_cli: "codex"

Install and authenticate the Codex CLI first. Ralph does not store Codex API keys or ChatGPT credentials in its config.

To use Claude Code:

model: "claude-sonnet-4-6"
max_iterations: 10
agent_cli: "claude"

Install and authenticate Claude Code (claude) first. Ralph passes --dangerously-skip-permissions so iterations run unattended — only use this in a trusted working directory. Ralph does not store Anthropic API keys or credentials in its config.

Configuration Precedence

Settings are resolved from lowest to highest priority:

Priority	Source	Example
1 (lowest)	Extension defaults	Hardcoded in `extension.yml`
2	Project config	`.specify/extensions/ralph/ralph-config.yml`
3	Local overrides	`.specify/extensions/ralph/ralph-config.local.yml` (gitignored)
4	Environment variables	`SPECKIT_RALPH_MODEL`
5 (highest)	CLI parameters	`--model`, `--max-iterations`

Environment Variables

Variable	Description	Default
`SPECKIT_RALPH_MODEL`	AI model to use	`claude-sonnet-4.6`
`SPECKIT_RALPH_MAX_ITERATIONS`	Maximum iterations before stopping	`10`
`SPECKIT_RALPH_AGENT_CLI`	Agent CLI binary name or path	`copilot`

export SPECKIT_RALPH_MODEL="gpt-5.3-codex"
export SPECKIT_RALPH_MAX_ITERATIONS="20"
export SPECKIT_RALPH_AGENT_CLI="codex"

Note: Never store authentication tokens in the config file. Use GH_TOKEN or GITHUB_TOKEN environment variables for authentication.

How the Loop Works

┌─────────────────────────────────────────┐
│           ralph-loop starts             │
│  prepare + validate ralph-memory.md      │
└──────────────────┬──────────────────────┘
                   ▼
          ┌────────────────────┐
          │ Any tasks left?    │──No──▶ strict completion gate
          └─────────┬──────────┘
                    │ Yes
                    ▼
  ┌───────────────────────────────┐
  │ Spawn fresh agent process     │
  │ memory first, tasks second    │
  └──────────────┬────────────────┘
                 ▼
  ┌───────────────────────────────┐
  │ Implement and validate ONE    │
  │ work unit                     │
  └──────────────┬────────────────┘
                 ▼
  ┌───────────────────────────────┐
  │ Persist tasks + memory +      │
  │ audit, then substantive commit│
  └──────────────┬────────────────┘
                 ▼
       validate history and loop

Iteration Cycle

The orchestrator creates a missing ralph-memory.md from the installed canonical template, or validates the existing file without rewriting it. A malformed file reports all structural defects, remains byte-for-byte unchanged, and blocks agent invocation.
Each fresh agent reads ralph-memory.md first, then tasks.md and design artifacts. Recent progress.md entries are optional audit context, not durable memory.
The agent implements and validates one work unit — a single task, a validated task group, or a whole user story. A validated subset is committed as a coordinated work unit in the same iteration, so a multi-task story may span several iterations. Durable patterns, decisions, gotchas, commands, failed approaches, and the next handoff are compacted in memory.
For completed work, the agent updates tasks and memory, appends progress, then creates one coordinated commit containing the work result, tasks.md, ralph-memory.md, and progress.md. Review or analysis tasks may intentionally produce only those coordinated records. The audit uses This work-unit commit; it never requires a future hash or a bookkeeping amend.
Failed or no-work attempts leave tasks and HEAD unchanged. Useful memory and audit updates remain uncommitted and join the next substantive commit.
The orchestrator validates only commits created after it snapshots HEAD for the current iteration. Earlier human-authored spec or task refinements form the trusted starting boundary, so a clean branch can be rerun without rewriting history.

Termination Conditions

Condition	Exit Code	Meaning
Zero tasks, valid terminal handoff, required current state files, clean repository	`0`	Completion contract passed; historical commits from before this run are not reclassified as Ralph work-unit commits
Zero tasks but stale handoff, invalid memory, invalid commit, Git error, or any dirty path	`1`	Blocked immediately; all relevant diagnostics are printed and no agent is launched
Completion signal with remaining tasks or a failed agent	`1`	Inconsistent protocol; the signal cannot force success
Max iterations reached	`1`	Safety limit — increase `max_iterations` if needed
3 consecutive failures	`1`	Circuit breaker — agent is stuck
Ctrl+C	`130`	User interrupted the loop

The terminal Current Handoff must contain only - Feature complete; no handoff required.. Completion also requires git status --short --untracked-files=all to succeed with no output. Ralph reports dirty paths and stops; it does not stage, amend, reset, stash, or launch a cleanup iteration. The only retry exception is a subject-only commit-subject-invalid defect from explicitly configured commit policy, before completion is accepted; in that case Ralph may run the next normal iteration so the agent can repair its own just-created work-unit commit subject.

Resuming After Interruption

Ralph is designed to be interrupted and resumed safely. tasks.md records authoritative task state, ralph-memory.md carries compact durable context and the next handoff, and committed files carry implementation state. progress.md is append-only chronological audit history.

To resume, simply re-run the command:

/speckit.ralph.run

Or re-run the script directly. The orchestrator validates memory before selection, reads the current checkbox state, and skips completed tasks. A failed attempt's uncommitted memory/audit record is preserved for the next substantive work-unit commit.

Extension Structure

spec-kit-ralph/
├── extension.yml                  # Extension manifest (schema v1.0)
├── commands/
│   ├── run.md                     # speckit.ralph.run — thin launcher
│   └── iterate.md                 # speckit.ralph.iterate — single iteration
├── scripts/
│   ├── powershell/
│   │   └── ralph-loop.ps1         # PowerShell orchestrator
│   └── bash/
│       └── ralph-loop.sh          # Bash orchestrator
├── templates/
│   └── ralph-memory.md             # Canonical durable-memory template
├── ralph-config.yml               # Installed project defaults
├── README.md
├── CHANGELOG.md
└── LICENSE                        # MIT

ralph