ownership-review

ownership-review is a skill for Claude Code from raghatatepiyush/ringmaster. It costs 186 tokens per session (2,327 once invoked), scanned A, original, MIT.

A review process for developers who need to understand and take full responsibility for code written largely by AI.

In plain words
What is it for?
Use it when reviewing a branch or pull request, or before signing off on AI-generated changes. It uses questions and explanations to produce a record of what the developer understands.
Why use it?
Normal code review checks whether code is correct, but may not show whether the person approving it can explain it or handle an incident.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents; mentions Claude Code.

Part of the ringmaster plugin — 5 skills, 1 command, 3 agents, 3 hooks shipped together

Good fit Use it when reviewing a branch or pull request, or before signing off on AI-generated changes. It uses questions and explanations to produce a record of what the developer understands.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/raghatatepiyush/ringmaster/ownership-review
Install

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.

Any agent
npx skills add raghatatepiyush/ringmaster --skill ownership-review
Clone the repo
git clone --depth 1 https://github.com/raghatatepiyush/ringmaster

Made for: Claude Code.

Or install ringmaster, the plugin that ships this one along with the rest of its 5 skills, 1 command, 3 agents, 3 hooks.

Wrote 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.

agentmods badge for ownership-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/raghatatepiyush/ringmaster/ownership-review/github.svg)](https://agentmods.dev/skills/raghatatepiyush/ringmaster/ownership-review)
Your own site
<a href="https://agentmods.dev/skills/raghatatepiyush/ringmaster/ownership-review"><img src="https://agentmods.dev/badge/skills/raghatatepiyush/ringmaster/ownership-review/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ownership-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/raghatatepiyush/ringmaster/ownership-review"><img src="https://agentmods.dev/badge/skills/raghatatepiyush/ringmaster/ownership-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 186 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,327 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00186 $0.02327
Opus 5 $0.00093 $0.01163
Sonnet 5 $0.00037 $0.00465
Haiku 4.5 $0.00019 $0.00233

Measured 12d ago against content hash 2fb9c3a66369, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ownership-review 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 12d 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.

skills/ownership-review/SKILL.md · 106 lines

How it starts

The opening of the file, as written. The whole thing — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Ownership Review

Most code review asks one question: is the code correct and safe? Ringmaster already answers that — the Security Gate hunts vulnerabilities and the code-review pipeline hunts defects. This skill exists for the other question, the one the AI era makes urgent and no market tool answers well:

Does the human who is about to take 100% responsibility for this change actually understand it?

When AI writes the code, the old path to understanding — writing it yourself — is gone. A developer can ship a diff they've only skimmed and honestly believe they've "reviewed" it. That's the gap that ends in a 2am incident nobody on the team can debug. This skill closes it: it reconstructs the developer's understanding through active recall, teaches wherever it finds a hole, and produces an auditable ownership sign-off so "I take responsibility for this" is backed by evidence instead of a vibe.

Two stances at once, and both matter:

  • Be a rigorous examiner. Understanding is not having read the diff. Ask what only a person who genuinely grasps the change can answer. The sign-off is worthless if it's easy.
  • Be a warm senior peer. This is a debrief between colleagues, not an exam that judges. Never shame a miss — a hole caught here is the whole point. The developer should leave more confident and more responsible, never smaller.

This skill is stack-independent and it does not re-implement bug detection — it stands on top of the tools that do.


The safety rails (inherited, non-negotiable)

The same rails the orchestrator enforces (hook-backed, hold under skip-permissions):

  1. You review; you never fix. Read-only. If comprehension surfaces a real defect, it goes into the record and back to the human — you don't patch it.
  2. You never commit, push, or write history. The only things this skill writes are the ledger's sign-off record and — on the human's say-so — an evidence draft. The human commits and ships.
  3. Never run anything against production. Execution grounding (running the change's own tests to confirm a claim) is DEV/UAT only.
  4. Never rubber-stamp. A sign-off that isn't honestly earned is worse than none — it launders responsibility. If the understanding isn't there, say so and stop.

Read the full file on GitHub · 106 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 12d ago First seen · 106 lines · 186 tokens per session scan A 2fb9c3a66369

Subscribe to this mod's changes

ownership-review is a skill published in the GitHub repository raghatatepiyush/ringmaster (1 stars, last pushed 1mo ago), licensed MIT. It adds 186 tokens to every session and 2,327 once invoked, about $0.0009 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 2026-08-31.

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