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Review Walkthrough

Trail of BitsOfficialPublished by Trail of Bits

  • Skill
  • Content generator
  • Software development
  • CC-BY-SA-4.0
  • Low risk
  • Has scripts

From the author

Generates an interactive HTML walkthrough for reviewing code changes. Use only when explicitly called.
— the description by Trail of Bits

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

The review-walkthrough skill creates a self-contained, interactive HTML document that helps developers understand complex code changes. It captures the diff between a branch and its base, organizes the changes into logical, concept-based steps, and provides detailed explanations and review findings for each. The resulting artifact is designed for clear communication, allowing reviewers to navigate through code changes in a structured way that prioritizes comprehension over raw commit order.

What it does

  • Captures a complete git diff between a branch and a specified base.
  • Groups related file changes into logical steps for better readability.
  • Generates HTML explanations for each step, detailing purpose and design choices.
  • Identifies and documents review findings such as bugs, security issues, or performance concerns.
  • Anchors findings to specific lines in the diff for precise feedback.
  • Renders a final, interactive HTML walkthrough file for browser-based review.

When to use it

  • When you need to present a complex set of changes to a team for review.
  • When you want to provide context and design rationale alongside code diffs.
  • When you need to highlight specific security or performance findings within a PR.
  • When you want to improve the quality and efficiency of the code review process.

Advantages

  • Improves comprehension by organizing changes by concept rather than commit order.
  • Provides a structured format for documenting design decisions and trade-offs.
  • Enables precise, anchored feedback on specific lines of code.
  • Creates a professional, shareable artifact for team collaboration.

Usage examples

“/review-walkthrough:review-walkthrough”
The agent analyzes the current branch, generates a structured HTML walkthrough of the changes, and provides the path to the resulting file.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/trailofbits/review-walkthrough/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip review-walkthrough.zip -d .agents/skills

Documentation by Trail of Bits

Review Walkthrough

Generate a self-contained HTML walkthrough of the current branch, with the final diff split into logical steps, explanations, and critical review findings. Choose the grouping and reading order for comprehension; commit order need not dictate either. Invoke as /review-walkthrough:review-walkthrough in Claude Code or $review-walkthrough in Codex.

Capture the branch diff

Respect a user-specified base. Otherwise, use the current open PR's base when PR metadata is available. Without a PR, discover the repository's default branch from git symbolic-ref --quiet --short refs/remotes/origin/HEAD or the configured remote's equivalent. Do not assume it is main. If the selected base is missing or ambiguous, ask for it rather than silently choosing another branch.

Resolve the base and HEAD to commit IDs with git rev-parse --verify --end-of-options "${ref}^{commit}", then compute their merge base with git merge-base. Capture the complete patch using git diff --no-ext-diff --no-textconv --no-color --src-prefix=a/ --dst-prefix=b/ "$merge_base" "$head_sha" --. Initialize variables and run the commands that consume them in the same shell invocation; shell variables do not persist between tool calls. Save the patch to a temporary file outside the checkout and retain its actual path. Stop on a Git error or an empty patch and explain the result.

This scope includes committed changes through the captured HEAD. Mention any uncommitted work that is excluded. Do not change branches, reset the checkout, or alter source files to prepare the review. Keep generated data and HTML outside the checkout unless the user requests a particular output location; generated review artifacts never belong in the captured patch.

For a GitHub PR, collect owner, repo, pr_number, and head_sha from its metadata. Include them only when the PR head matches the captured HEAD and the chosen base matches the PR base. Otherwise use null and explain why comment export is unavailable. A failed authentication or network request is not evidence that no PR exists; report the failure and ask for the base if it cannot be determined. GitHub access is optional when the user supplies the base or confirms there is no PR.

Shape the review

Read the changed files and the surrounding source, tests, configuration, and dependency metadata needed to judge them. Keep the review read-only; do not run the project's tests or install its dependencies merely to build the walkthrough.

Group related files into steps covering one concept each. Put definitions before their consumers, wiring after the components it connects, and tests after or beside their subjects. Copy each complete per-file diff from the captured patch verbatim into exactly one step. Reordering files between steps is allowed; splitting, rewriting, omitting, or inventing their patches is not. Preserve rename, binary, and mode-change entries even when they have no text hunks. Binary summaries identify changed files; their payloads are outside this review.

Write one explanation per step, usually 50–150 words, covering the change's purpose, design choices, trade-offs, and connections to other steps. Refer to actual identifiers. Write one review list per step covering bugs, security, validation, API design, or performance issues supported by the code. Report findings with severity rather than suppressing minor issues. Use an empty list for a step with no findings.

Explanations and review bodies are HTML fragments. Use <p>, <strong>, <em>, <code>, <pre>, and <ul>/<li> for structure. Write literal < and > in prose or snippets as < and >. Backticks and Markdown fences are literal text here. Supported inline tags also include <sup>, <sub>, <kbd>, <del>, and <a href="https://…">. The page sanitizes fragments and converts them to Markdown when preparing a PR comment. Only safe link targets survive; arbitrary attributes, scripts, and images do not. Tables export as text rows with cell separators; captions and row order are preserved. Prefer prose, lists, and code blocks when their structure is sufficient.

Anchor findings to a file in the same step and a line in that file's displayed diff. Use side: "RIGHT" for additions or new-file context and side: "LEFT" for deletions or old-file context. For a range, line and end_line use that same side within one hunk. A finding spanning multiple steps belongs with the file it addresses, or remains unanchored. An unanchored finding is still displayed but cannot become an inline PR comment.

Render the artifact

Use a file-writing tool to create a JSON object with the fields below. Preserve the literal patch as JSON string data, with no shell expansion.

FieldValue
titleFeature or review title
stepsArray of objects with sha (step ID such as step-1), message (step title), files (paths in patch order), and diff (complete per-file patches)
explanationsHTML strings, one per step
reviewsArrays of findings, one per step; each finding has severity (high, medium, or low), title, and HTML body
pr_metaObject with owner, repo, pr_number, and head_sha, or null

An anchored finding also has file, line, and side, plus optional end_line. The three arrays have equal lengths and corresponding entries. File paths match the diff headers without their a/ or b/ prefix; a renamed file uses its new path. Set side explicitly so lines that occur on both sides are unambiguous.

Run the bundled renderer with the actual paths created for this review:

uv run --no-project {baseDir}/scripts/render_walkthrough.py \
  --input /tmp/data.json \
  --diff /tmp/captured.patch \
  --output /tmp/walkthrough.html

The renderer validates the data, compares every step's patches with the complete captured diff, checks anchors, and safely embeds the result in the bundled template. Fix reported input errors rather than bypassing the renderer or generating an alternative page.

Open the output with open on macOS or xdg-open on Linux when a browser is available, and tell the user its path. In a headless run, report the file without opening it. When PR metadata is present, the page lets the user copy a gh api command for their selected comments. It does not execute the command or post anything to GitHub. Comment and Request Changes require a review summary before the command can be copied; the summary is optional for Approve.

Files

SKILL.md

Review Walkthrough

Generate a self-contained HTML walkthrough of the current branch, with the final diff split into logical steps, explanations, and critical review findings. Choose the grouping and reading order for comprehension; commit order need not dictate either. Invoke as /review-walkthrough:review-walkthrough in Claude Code or $review-walkthrough in Codex.

Capture the branch diff

Respect a user-specified base. Otherwise, use the current open PR's base when PR metadata is available. Without a PR, discover the repository's default branch from git symbolic-ref --quiet --short refs/remotes/origin/HEAD or the configured remote's equivalent. Do not assume it is main. If the selected base is missing or ambiguous, ask for it rather than silently choosing another branch.

Resolve the base and HEAD to commit IDs with git rev-parse --verify --end-of-options "${ref}^{commit}", then compute their merge base with git merge-base. Capture the complete patch using git diff --no-ext-diff --no-textconv --no-color --src-prefix=a/ --dst-prefix=b/ "$merge_base" "$head_sha" --. Initialize variables and run the commands that consume them in the same shell invocation; shell variables do not persist between tool calls. Save the patch to a temporary file outside the checkout and retain its actual path. Stop on a Git error or an empty patch and explain the result.

This scope includes committed changes through the captured HEAD. Mention any uncommitted work that is excluded. Do not change branches, reset the checkout, or alter source files to prepare the review. Keep generated data and HTML outside the checkout unless the user requests a particular output location; generated review artifacts never belong in the captured patch.

For a GitHub PR, collect owner, repo, pr_number, and head_sha from its metadata. Include them only when the PR head matches the captured HEAD and the chosen base matches the PR base. Otherwise use null and explain why comment export is unavailable. A failed authentication or network request is not evidence that no PR exists; report the failure and ask for the base if it cannot be determined. GitHub access is optional when the user supplies the base or confirms there is no PR.

Shape the review

Read the changed files and the surrounding source, tests, configuration, and dependency metadata needed to judge them. Keep the review read-only; do not run the project's tests or install its dependencies merely to build the walkthrough.

Group related files into steps covering one concept each. Put definitions before their consumers, wiring after the components it connects, and tests after or beside their subjects. Copy each complete per-file diff from the captured patch verbatim into exactly one step. Reordering files between steps is allowed; splitting, rewriting, omitting, or inventing their patches is not. Preserve rename, binary, and mode-change entries even when they have no text hunks. Binary summaries identify changed files; their payloads are outside this review.

Write one explanation per step, usually 50–150 words, covering the change's purpose, design choices, trade-offs, and connections to other steps. Refer to actual identifiers. Write one review list per step covering bugs, security, validation, API design, or performance issues supported by the code. Report findings with severity rather than suppressing minor issues. Use an empty list for a step with no findings.

Explanations and review bodies are HTML fragments. Use <p>, <strong>, <em>, <code>, <pre>, and <ul>/<li> for structure. Write literal < and > in prose or snippets as < and >. Backticks and Markdown fences are literal text here. Supported inline tags also include <sup>, <sub>, <kbd>, <del>, and <a href="https://…">. The page sanitizes fragments and converts them to Markdown when preparing a PR comment. Only safe link targets survive; arbitrary attributes, scripts, and images do not. Tables export as text rows with cell separators; captions and row order are preserved. Prefer prose, lists, and code blocks when their structure is sufficient.

Anchor findings to a file in the same step and a line in that file's displayed diff. Use side: "RIGHT" for additions or new-file context and side: "LEFT" for deletions or old-file context. For a range, line and end_line use that same side within one hunk. A finding spanning multiple steps belongs with the file it addresses, or remains unanchored. An unanchored finding is still displayed but cannot become an inline PR comment.

Render the artifact

Use a file-writing tool to create a JSON object with the fields below. Preserve the literal patch as JSON string data, with no shell expansion.

FieldValue
titleFeature or review title
stepsArray of objects with sha (step ID such as step-1), message (step title), files (paths in patch order), and diff (complete per-file patches)
explanationsHTML strings, one per step
reviewsArrays of findings, one per step; each finding has severity (high, medium, or low), title, and HTML body
pr_metaObject with owner, repo, pr_number, and head_sha, or null

An anchored finding also has file, line, and side, plus optional end_line. The three arrays have equal lengths and corresponding entries. File paths match the diff headers without their a/ or b/ prefix; a renamed file uses its new path. Set side explicitly so lines that occur on both sides are unambiguous.

Run the bundled renderer with the actual paths created for this review:

uv run --no-project {baseDir}/scripts/render_walkthrough.py \
  --input /tmp/data.json \
  --diff /tmp/captured.patch \
  --output /tmp/walkthrough.html

The renderer validates the data, compares every step's patches with the complete captured diff, checks anchors, and safely embeds the result in the bundled template. Fix reported input errors rather than bypassing the renderer or generating an alternative page.

Open the output with open on macOS or xdg-open on Linux when a browser is available, and tell the user its path. In a headless run, report the file without opening it. When PR metadata is present, the page lets the user copy a gh api command for their selected comments. It does not execute the command or post anything to GitHub. Comment and Request Changes require a review summary before the command can be copied; the summary is optional for Approve.

Requirements and compatibility

Written for: Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Claude Code frontmatter, Needs Python

Security

What our scanner noticed· Low risk

  • Scripts that your agent may run

This skill includes scripts that your agent may run. Read them before you use it.

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Published by
Trail of Bits
Publisher
Trail of Bits (Official)
Source
trailofbits/skills · plugins/review-walkthrough/skills/review-walkthrough · commit e4dd0bb
Licence
Creative Commons Attribution-ShareAlike 4.0 International (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by Trail of Bits.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download review-walkthrough.zip