Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/rubiss-projects/spec-kit-ralph/rungit clone --depth 1 https://github.com/Rubiss-Projects/spec-kit-ralphWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/rubiss-projects/spec-kit-ralph/run)<a href="https://agentmods.dev/commands/rubiss-projects/spec-kit-ralph/run"><img src="https://agentmods.dev/badge/commands/rubiss-projects/spec-kit-ralph/run.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00007 | $0.01631 |
| Opus 5 | $0.00003 | $0.00816 |
| Sonnet 5 | $0.00001 | $0.00326 |
| Haiku 4.5 | $0.00001 | $0.00163 |
Grade A, and why
run scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.
User Input
$ARGUMENTS
You MUST treat the user input as launcher arguments only.
Recognized launcher arguments are:
--max-iterations Nor-n N--model MODELor-m MODEL--agent-cli CLI--verboseor-v
Free-form requests such as "Implement US1", "do the next story", or "fix the tasks" are not instructions for this command to execute work directly. If free-form text is present:
- Print a short warning that the text is ignored by
speckit.ralph.runbecause Ralph selects work fromtasks.md. - Continue launching the Ralph orchestrator with the resolved configuration.
This command MUST NOT implement tasks, edit project files, mark checkboxes, create commits, or run /speckit.ralph.iterate inline. Its only job is prerequisite validation, configuration resolution, and launching the orchestrator script.
Purpose
This command is a thin launcher for the ralph loop orchestrator. It validates prerequisites, resolves configuration, and launches the platform-appropriate orchestrator script in a visible terminal for the user to monitor. Once the script is launched, this command's job is done — it exits immediately and does not wait for the script to complete.
Outline
- Parse launcher arguments only from
$ARGUMENTS:--max-iterations Nor-n N(default: from config or 10)--model MODELor-m MODEL(default: from config orclaude-sonnet-4.6)--agent-cli CLI(default: from config orcopilot; supported:copilot,codex,claude)- For
copilot, resolve the registered Spec Kit command/skill name from.specify/integration.json. Dot separator uses--agent speckit.ralph.iterate; dash/skills mode invokes/speckit-ralph-iteratein the prompt. Spec Kit integration options such as--skillsare not passed as Copilot runtime flags.
- For
--verboseor-v(default: false)- Ignore non-flag free-form text after printing the warning described above
- Stop with a clear error for unknown flags or malformed flag values
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 117 lines · 7 tokens per session scan A bb44cc2c7c71
run is a command published in the GitHub repository Rubiss-Projects/spec-kit-ralph (24 stars, last pushed 10d ago), licensed MIT. It adds 7 tokens to every session and 1,631 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.