Switchyard: Skill for Claude Code

.agents/skills/switchyard-community-gardening/SKILL.md

switchyard-community-gardening is a skill for Claude Code, Codex from NVIDIA-NeMo/Switchyard. It costs 57 tokens per session (1,363 once invoked), scanned A, original, Apache-2.0.

A repository-community maintenance guide for handling a queue of contributor issues and pull requests across a project. It uses current GitHub information and records the repository, person, time window, and evidence used.

In plain words
What is it for?
Use it to resume or triage a community queue, prepare a handoff, or report a contributor's activity and impact. It supports cautious coordination of contributions using live repository state.
Why use it?
It prevents stale lists, unverified activity reports, and broad changes based only on generic labels. It also keeps ordinary development work separate from community-gardening tasks.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents); mentions AGENTS.md.

This is NVIDIA-NeMo/Switchyard's own configuration. It tells Claude Code and Codex how to work on Switchyard itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything Switchyard configures →

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is ./scripts/community_gardener/github_last_night.sh 24.

About the project

Switchyard is a model-routing library and proxy that chooses which language model should handle each LLM request, based on factors such as cost and task suitability. It is for developers running LLM applications who want to route calls through existing gateways, custom harnesses, or a standalone proxy while retaining OpenAI and Anthropic client compatibility. The catalogue add-ons are workflows for operating or integrating Switchyard with coding agents and gateways.

NVIDIA-NeMo/Switchyard · 3,458 stars · on GitHub

Reuse

Borrowing it

Nothing to install: this file belongs to NVIDIA-NeMo/Switchyard. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/NVIDIA-NeMo/Switchyard/main/.agents/skills/switchyard-community-gardening/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/NVIDIA-NeMo/Switchyard

Made for: Claude Code, Codex.

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 switchyard-community-gardening

README.md
[![agentmods](https://agentmods.dev/badge/skills/nvidia-nemo/switchyard/switchyard-community-gardening/github.svg)](https://agentmods.dev/skills/nvidia-nemo/switchyard/switchyard-community-gardening)
Your own site
<a href="https://agentmods.dev/skills/nvidia-nemo/switchyard/switchyard-community-gardening"><img src="https://agentmods.dev/badge/skills/nvidia-nemo/switchyard/switchyard-community-gardening/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 switchyard-community-gardening

Your own site · 80×15
<a href="https://agentmods.dev/skills/nvidia-nemo/switchyard/switchyard-community-gardening"><img src="https://agentmods.dev/badge/skills/nvidia-nemo/switchyard/switchyard-community-gardening.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 57 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,363 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 $0.00057 $0.01363
Opus 5.5 $0.00023 $0.00545
Sonnet 5.5 $0.00011 $0.00273
Haiku 4.5 $0.00006 $0.00136

Measured 1mo ago against content hash 101eaabf5299, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

switchyard-community-gardening 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 1mo 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.

.agents/skills/switchyard-community-gardening/SKILL.md · 122 lines

How it starts

The opening of the file, as written. The whole thing — 122 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Switchyard Community Gardening

Use live GitHub state to move community contributions forward. Do not store mutable PR lists, contributor identities, or rotation dates in the skill.

Establish The Evidence

  • Record the repository, authenticated GitHub user, subject gardener, time window, and current UTC time. Default the subject to the authenticated user unless the request names someone.
  • Read scripts/community_gardener/README for the human-maintained role notes. Do not edit it unless the user explicitly requests a human-authored update.
  • Load policy only as needed: CONTRIBUTING.md for contributor guidance, SECURITY.md for sensitive reports, .github/CODEOWNERS for ownership, and applicable workflows for CI or merge decisions.
  • Treat live GitHub as the source of truth. Refresh mutable state before delivery, and report collection failures or blind spots instead of turning a partial response into “no activity.”
  • Work read-only unless the user explicitly asks to post, review, approve, close, label, assign, merge, push, or modify a contributor's branch.

Pick Up Daily Work

Use a supplied checkpoint; otherwise inspect the last 24 hours and state that limitation. Start with:

gh auth status
gh api user --jq .login
gh repo view --json nameWithOwner,defaultBranchRef
./scripts/community_gardener/github_last_night.sh 24

The helper includes only currently open, non-draft items. Supplement it with:

  • New issues and PRs, including drafts.
  • New human comments, inline comments, and submitted reviews.
  • New commits and changes to readiness, conflicts, workflow approval, reviews, or CI.
  • Work the gardener previously touched or promised to revisit, including items merged or closed.

Without a checkpoint, some historical status changes cannot be reconstructed. Report their current state instead of guessing. Exclude bots from human responses but retain their checks as evidence. Check linked work for stacks, replacements, and duplicates. Reconcile synced SYGH issues when Linear is available; otherwise name that blind spot.

Read the full file on GitHub · 122 lines

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. 1mo ago First seen · 122 lines · 57 tokens per session scan A 101eaabf5299

Subscribe to this mod's changes

switchyard-community-gardening is a skill published in the GitHub repository NVIDIA-NeMo/Switchyard (3,458 stars, last pushed today), licensed Apache-2.0. It adds 57 tokens to every session and 1,363 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-09-12.

Related

Other skills, from other repositories

antfu-issue-triage

Triage open issues and PRs of the current GitHub repo - find already-fixed, duplicate, and spam items, suggest labels, gauge demand from reactions and comments, then present a table of proposed actions and comments for confirmation before touching anything. Use when asked to triage, organize, clean up, or groom issues…

antfu/skills · 76 tokens

mcore-split-pr

Split a PR into multiple PRs to reduce the number of required CODEOWNERS reviewer groups.

NVIDIA/skills · 25 tokens

engineer-bot-ops

A workflow for carrying an engineering task from scope through implementation and reviewable delivery. It works with a repository's branch, existing changes, rules, checks, and permissions while separating completed, unverified, and next-step work.

makecindy/cindy · 57 tokens

shiplog

Recap of everything shipped since the last run - cross-repo PRs, security fixes, star deltas, and X traction, synthesized into a digest article and a ready-to-post shiplog in your voice.

aeonfun/aeon · 46 tokens

connect

Choose which wiki this session uses, the team project's pages on the Nimbalyst server or the project's local wiki of files, and connect a repository to its team project. Use at the start of a task before any wiki tool, when a wiki tool returns reponotbound, ambiguousproject, pinmismatch, projectnotaccessible…

nimbalyst/nimbalyst · 101 tokens

llxprt-issue-workflow

Use this skill when asked to address, fix, or work on a GitHub issue in the llxprt-code repository. Covers the complete issue lifecycle - branch setup, gh CLI usage, test-first planning, subagent delegation and review loops, the full verification cycle (including the zai-glm-flash smoke test), open code review (ocr)…

vybestack/llxprt-code · 88 tokens