ray-skill

ray-skill is a skill for Claude Code, Codex from GrimLink/dotfiles. It costs 0 tokens per session (570 once invoked), scanned A, original, no licence file.

A debugging skill that connects an AI coding agent to Spatie Ray, a desktop tool for viewing application logs and debug data, through curl and the Ray MCP.

In plain words
What is it for?
It helps investigate application errors and follow a fast loop of sending or viewing debug data in Ray.
Why use it?
It gives the agent a quick way to inspect debugging information while working, without depending on one particular coding tool.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit It helps investigate application errors and follow a fast loop of sending or viewing debug data in Ray.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/grimlink/dotfiles/ray-skill
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 GrimLink/dotfiles --skill ray-skill
Clone the repo
git clone --depth 1 https://github.com/GrimLink/dotfiles

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 ray-skill

README.md
[![agentmods](https://agentmods.dev/badge/skills/grimlink/dotfiles/ray-skill/github.svg)](https://agentmods.dev/skills/grimlink/dotfiles/ray-skill)
Your own site
<a href="https://agentmods.dev/skills/grimlink/dotfiles/ray-skill"><img src="https://agentmods.dev/badge/skills/grimlink/dotfiles/ray-skill/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 ray-skill

Your own site · 80×15
<a href="https://agentmods.dev/skills/grimlink/dotfiles/ray-skill"><img src="https://agentmods.dev/badge/skills/grimlink/dotfiles/ray-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 570 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown 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 $0.00000 $0.00570
Opus 5.5 $0.00000 $0.00228
Sonnet 5.5 $0.00000 $0.00114
Haiku 4.5 $0.00000 $0.00057

Measured 1mo ago against content hash e837aac4d6a6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ray-skill scanned grade A with 1 finding 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.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

This skill integrates Spatie's Ray with the AI agent using `curl` to interact with the Ray MCP. It prioritizes a fast, tool-independent debugging loop.
agents/skills/ray-skill/SKILL.md · 53 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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 · 53 lines · 0 tokens per session scan A e837aac4d6a6

Subscribe to this mod's changes

ray-skill is a skill published in the GitHub repository GrimLink/dotfiles (9 stars, last pushed 7d ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 570 tokens. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

Other skills, from other repositories

wispr-flow-debug

Debug and test the Wispr Flow AutoHotkey dictation triggers (Copilot key + extra keys) from WSL by deploying macos.ahk to the Windows Desktop, reloading AutoHotkey, and reading the debug log. Use when an activation/trigger key isn't starting/stopping dictation, when the overlay clicks land wrong, or when verifying a…

sfc-gh-eraigosa/dotfiles · 87 tokens

bisect

Use when hunting a regression, phrases like "bisect", "find the commit that broke X", "this used to work", "regression in test Y", "when did start". Also use when escalated from ci-debug-loop because log analysis can't pinpoint the offending change, or when a previously-passing test/build/behavior is now failing and…

paultyng/skill-issue · 121 tokens

merge-resolver

Git expert that analyzes merge conflicts by examining branches, commits, and diffs to provide resolution recommendations. Use when there are merge conflicts to resolve. Triggers on "merge conflict", "resolve conflict", "git conflict", "CONFLICT in", or when git status shows unmerged paths.

magnusrodseth/dotfiles · 62 tokens

resolving-merge-conflicts

Use when you need to resolve an in-progress git merge/rebase conflict.

mamahoos/dot-files · 23 tokens

pr-grooming

Use when the user wants to groom, triage, or clean up the open pull requests of a repo: "groom the PRs", "review the open PRs", "which drafts are stale", "close old draft PRs", "rebase the dependabot PRs", "are the open PRs still mergeable", "refresh that old bugfix PR", or a periodic PR review — even when they do not…

sfc-gh-eraigosa/dotfiles · 147 tokens

factory-deferred-repositories

Use when a Factory task's frozen deferred repository inventory lists a repository needed for the task that is not already checked out. Verify current access and an unused target before checking it out on demand; never overwrite an existing checkout or expose credentials.

warpdotdev/warp · 53 tokens