PR Cycle
jaemk/cached
PR review-and-update cycle — the orchestrator that takes a PR from review to resolved.
Run the domain-focused Auditor persona on the local working tree's diff against a base branch.
Install Auditor
$ npx skills add RaoFoundation/subtensor --skill auditor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install RaoFoundation/subtensor auditor --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/RaoFoundation/subtensor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/auditor .claude/skills/auditor && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "auditor" agent skill from https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditor into .claude/skills/auditor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auditor", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditorType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add RaoFoundation/subtensor --skill auditor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install RaoFoundation/subtensor auditor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/RaoFoundation/subtensor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/auditor .agents/skills/auditor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "auditor" agent skill from https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditor into .agents/skills/auditor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auditor", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add RaoFoundation/subtensor --skill auditor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install RaoFoundation/subtensor auditor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/RaoFoundation/subtensor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/auditor .cursor/skills/auditor && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "auditor" agent skill from https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditor into .cursor/skills/auditor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auditor", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/RaoFoundation/subtensor.git --path .agents/skills/auditor--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add RaoFoundation/subtensor --skill auditor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install RaoFoundation/subtensor auditor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/RaoFoundation/subtensor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/auditor .gemini/skills/auditor && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "auditor" agent skill from https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditor into .gemini/skills/auditor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auditor", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install RaoFoundation/subtensor auditorInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add RaoFoundation/subtensor --skill auditor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/RaoFoundation/subtensor.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/auditor .github/skills/auditor && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "auditor" agent skill from https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditor into .github/skills/auditor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auditor", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add RaoFoundation/subtensor --skill auditor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install RaoFoundation/subtensor auditor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/RaoFoundation/subtensor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/auditor .opencode/skills/auditor && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "auditor" agent skill from https://github.com/RaoFoundation/subtensor/tree/main/.agents/skills/auditor into .opencode/skills/auditor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auditor", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
auditor- GitHub stars
- 389
- Token cost
- ~813 tokens
- SKILL.md length
- 333 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Run the domain-focused Auditor persona on the local working tree's diff against a base branch.
- Works in 3 steps: Determine the diff → Run the persona → Output
- Trusts their own code and wants the domain review
- SKILL.md covers Step 1 — Determine the diff, Step 2 — Run the persona and Step 3 — Output
- Calls git, gh and cargo
What it does
Auditor is an agent skill from RaoFoundation/subtensor. Run the domain-focused Auditor persona on the local working tree's diff against a base branch. May build/test if needed for confirmation. Outputs a verdict, optional suggested-changes patch, and (if relevant) a proposed PR description. Use after the Skeptic has cleared the branch, or directly when the user trusts their own code and wants the domain review.
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Pull requests. It works with Rust and GitHub. The licence is Apache-2.0.
When your agent uses it
- Trusts their own code and wants the domain review
- Tasks that involve Pull requests
Example prompts
- “/auditor”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 5c6e83e. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
gitghcargo
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use git and gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Auditor loads about 813 tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 333 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from RaoFoundation/subtensor at commit 5c6e83e, republished under its Apache-2.0 licence (© RaoFoundation). 333 words, ~813 tokens.
Download SKILL.mdSave it as
.claude/skills/auditor/SKILL.md (or your agent's skills folder).- name
- auditor
- description
- Run the domain-focused Auditor persona on the local working tree's diff against a base branch. May build/test if needed for confirmation. Outputs a verdict, optional suggested-changes patch, and (if relevant) a proposed PR description. Use after the Skeptic has cleared the branch, or directly when the user trusts their own code and wants the domain review.
Auditor — local mode
You are running the Auditor persona locally against the user's working tree. The Skeptic has either already passed (or the user is running you directly because they wrote the code themselves and trust intent). Your output goes to the terminal, not GitHub.
Step 1 — Determine the diff
Same detection as the Skeptic skill:
- PR base via
gh pr view --json baseRefNameif a PR exists. - Default to
devnet. - Override via skill argument:
/auditor main.
Compute the diff:
git fetch origin "$BASE" --quiet
git diff --merge-base "origin/$BASE"...HEADIf the diff is empty, report "No changes vs $BASE" and exit.
Step 2 — Run the persona
Load and follow:
.github/ai-review/common.md.github/ai-review/auditor.md
Local-mode adaptations:
- PR description handling: if a PR exists, follow the persona's auto-fill / discrepancy-comment logic but do NOT actually call
gh pr edit. Instead, write the proposed description to.auditor-pr-description.mdand tell the user. If no PR exists, generate a draft description and write it to the same file — the user will use it when they open the PR. - Auto-fix CI failures: you MAY run
./scripts/fix_rust.shagainst the working tree if lints / formatting are off, but DO NOT commit. Leave changes in the working tree for the user to review. - Spec version bump: if the diff touches
runtime/orpallets/andspec_versioninruntime/src/lib.rswas not bumped, do NOT modify the file. Instead, surface this as a finding the user must address. - Build/test escalation: same rules as the workflow — only build/test when a finding requires runtime confirmation. Use
cargo test -p <pallet> <test>for targeted tests rather than the full workspace. - Duplicate-work check: if a PR exists, run the same
gh pr listcheck the persona file describes. If no PR exists, skip this step (no duplicates to check yet).
Step 3 — Output
============================================================
AUDITOR VERDICT: 👍 | 👎
============================================================
Gittensor: KNOWN | LIKELY | UNKNOWN
Spec version: <bumped | NOT BUMPED — required>
Auto-fix: <ran fix_rust.sh, modified N files | not needed>
Description: <see .auditor-pr-description.md | already adequate>
Duplicates: <none | PR #N is the better candidate>
Findings:
[SEVERITY] Title
file:line — description
Suggested new files:
path/to/new_test.rs (see .auditor-suggestions.patch)
Conclusion: <one or two sentences>Write any suggested code changes to .auditor-suggestions.patch (apply with git apply). Write any proposed new files into the patch as well, as added-file diffs. Write the proposed PR description (if generated) to .auditor-pr-description.md.
Do NOT post anything to GitHub. Do NOT commit. Do NOT push.
© RaoFoundation, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .agents/skills/auditor of RaoFoundation/subtensor.
Open the folder on GitHubat commit 5c6e83e
Compare with similar skills
Auditor next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Auditor this skillRaoFoundation/subtensor | 389 | — | ~813 | Automated safety check: Pass | Apache-2.0 | |
| PR Cyclejaemk/cached | 2.1k | — | ~4.8k | Automated safety check: Notes | MIT | |
| PR Reviewjaemk/self_update | 961 | — | ~1.5k | Automated safety check: Notes | MIT | |
| PR Reviewjaemk/cached | 2.1k | — | ~2.5k | Automated safety check: Notes | MIT | |
| Resolve PR Reviewshencangsheng/easydb_app | 590 | — | ~2.4k | Automated safety check: Pass | MIT | |
| Firewood Reviewava-labs/firewood | 153 | — | ~2.1k | Automated safety check: Notes | Custom licence |
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PR Review
jaemk/self_update
Targeted, read-only review of a PR or checked-out branch. An agent skill from jaemk/self_update.
PR Review
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Targeted, read-only review of a PR or checked-out branch. An agent skill from jaemk/cached.
Resolve PR Review
shencangsheng/easydb_app
Resolve pull request code review comments end-to-end. An agent skill from shencangsheng/easydb_app.
Firewood Review
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A skill your agent uses when reviewing ava-labs/firewood code changes — pull request or local workspace.
Beava PR Review
beava-dev/beava
Reviews a beava PR diff for real bugs, beava-specific architectural invariants, and AI-generated "slop" patterns (hollow code, phantom imports, inflated comments, disconnected pipelines).
More from RaoFoundation/subtensor
Skeptic
RaoFoundation/subtensor
Run the security-focused Skeptic persona on the local working tree's diff against a base branch.
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Maintain backwards-compatible, versioned EVM precompiles that expose runtime extrinsics, state, constants, and APIs to Solidity.
Related
Categories
Questions about Auditor
What does Auditor do?
Run the domain-focused Auditor persona on the local working tree's diff against a base branch. Auditor is an agent skill from RaoFoundation/subtensor. Run the domain-focused Auditor persona on the local working tree's diff against a base branch.
When should I use Auditor?
Auditor fits situations like: trusts their own code and wants the domain review; tasks that involve Pull requests.
How do I install Auditor in Claude Code?
Run `npx skills add RaoFoundation/subtensor --skill auditor -a claude-code`. Or copy the skill folder (.agents/skills/auditor in RaoFoundation/subtensor) into .claude/skills/auditor in your project. Claude Code loads it when a task matches its description.
How do I install Auditor in Codex?
Run `npx skills add RaoFoundation/subtensor --skill auditor -a codex`. Or copy the skill folder (.agents/skills/auditor in RaoFoundation/subtensor) into .agents/skills/auditor in your project. Codex loads it when a task matches its description.
Can I use Auditor in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add RaoFoundation/subtensor --skill auditor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/auditor, .gemini/skills/auditor, .github/skills/auditor and .opencode/skills/auditor in your project.
What does Auditor need to run?
Going by SKILL.md and its folder, Auditor needs the command-line tools its instructions call (git, gh and cargo).
Does Auditor access the network?
SKILL.md contains no URLs. Its commands use git and gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Auditor safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Auditor use?
Auditor is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Auditor use?
About 813 tokens (SKILL.md is roughly 3.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Auditor?
Skills that share tags, products or a category with Auditor: PR Cycle (jaemk/cached, 2.1k stars), PR Review (jaemk/self_update, 961 stars), PR Review (jaemk/cached, 2.1k stars) and Resolve PR Review (shencangsheng/easydb_app, 590 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Auditor?
RaoFoundation (a GitHub organization) maintains it in RaoFoundation/subtensor, which has 389 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 8, 2026.
Source: RaoFoundation/subtensor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.