walkthrough

walkthrough is a skill for Claude Code from ryanb/dotfiles. It costs 57 tokens per session (791 once invoked), scanned A, original, MIT.

A guide for explaining a code branch or pull request from the user's point of view. It follows each visible interface change through the action it triggers and the server-side handling behind it.

In plain words
What is it for?
Use it to review pull requests, summarize branch changes, and trace modified pages, buttons, forms, routes, handlers, templates, or translations through their complete user-facing flow.
Why use it?
It turns a technical code diff into a clear account of what users see and what happens after they interact with it.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the walkthrough plugin — 1 skill shipped together

Good fit Use it to review pull requests, summarize branch changes, and trace modified pages, buttons, forms, routes, handlers, templates, or translations through their complete user-facing flow.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ryanb/dotfiles/walkthrough
About the project

ryanb/dotfiles is a collection of command-line configuration files for macOS, centered on Zsh and related tools such as Git, Ruby, Rails, and IRB. It is for developers who want to customize their terminal with commands, completions, prompts, and fuzzy-finding workflows. Its catalogue skills and plugin provide coding-agent workflows built into the same setup.

ryanb/dotfiles · 2,399 stars · on GitHub

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 ryanb/dotfiles --skill walkthrough
Clone the repo
git clone --depth 1 https://github.com/ryanb/dotfiles

Made for: Claude Code.

Or install walkthrough, the plugin that ships this one along with the rest of its 1 skill.

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 walkthrough

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/ryanb/dotfiles/walkthrough"><img src="https://agentmods.dev/badge/skills/ryanb/dotfiles/walkthrough.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 791 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00791
Opus 5.5 $0.00023 $0.00316
Sonnet 5.5 $0.00011 $0.00158
Haiku 4.5 $0.00006 $0.00079

Measured 1mo ago against content hash d6f663e26487, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

walkthrough 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.

claude/skills/walkthrough/SKILL.md · 72 lines

How it starts

The opening of the file, as written. The whole thing — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Walkthrough

Generate a walkthrough of the current branch's changes, organized from the user's perspective.

Step 1: Get the diff

Determine the base branch in this order:

  1. Use $ARGUMENTS if the user specifies a branch
  2. Use the tracked parent from git config branch.$(git branch --show-current).parent, if set and it still resolves to a commit
  3. Use bin/base-branch if the script exists and is executable
  4. Fall back to develop
git diff origin/<base-branch>...HEAD --stat
git diff origin/<base-branch>...HEAD -- <non-test files>

Exclude test files, spec files, and doc files from the diff. Focus only on implementation.

Step 2: Identify user-facing entry points

Entry points are the highest-level changes to the existing system — the places where the diff first touches code that was already there. Trace from these points downward.

Look for:

  • New or changed UI components, buttons, forms, modals, pages
  • New routes or changed routes
  • Changes to Liquid templates, translations
  • New action handlers or event registrations

A component that hasn't changed in the diff is never an entry point, even if it renders the result of changed code. The entry point is the changed code that feeds it.

Step 3: Write the walkthrough

Organize the output as user flows, not by file or layer. Each flow starts with what the user sees and traces downward through the code.

Structure for each flow

  1. Start with the UI change — what does the user see? A new button, a changed form, a new page? Describe the visible change and reference the file + line.

  2. Trace what happens on interaction — when the user clicks/submits, what code runs? Follow the chain: event handler → action/service → API call → controller → model. Show each hop as a step.

  3. At each step, only highlight:

    • New behavior or changed behavior (not just moved code)
    • Complex logic (conditionals, amount calculations, state management)
    • Side effects (jobs enqueued, orders finalized, state mutations)
    • Where data flows between systems (POS → server, server → gateway → redirect back)

Read the full file on GitHub · 72 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. 1mo ago First seen · 72 lines · 57 tokens per session scan A d6f663e26487

Subscribe to this mod's changes

walkthrough is a skill published in the GitHub repository ryanb/dotfiles (2,399 stars, last pushed yesterday), licensed MIT. It adds 57 tokens to every session and 791 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 2026-08-30.

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