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pr-walkthrough skill

/.claude/skills/pr-walkthrough

This skill generates a narrated PR walkthrough video with code-focused slides and audio, easing code review and onboarding for teammates.

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SKILL.md
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---
name: pr-walkthrough
description: Create a narrated video walkthrough of a pull request with code slides and audio narration. Use when asked to create a PR walkthrough, PR video, or walkthrough video.
argument-hint: <pr-url>
disable-model-invocation: true
---

# PR walkthrough video

Create a narrated walkthrough video for a pull request. This is designed to be an internal artifact, providing the same benefit as would a loom video created by the pull request's author — walking through the code changes, explaining what was done and why, so that anyone watching can understand the PR quickly.

**Input:** A GitHub pull request URL (e.g., `https://github.com/tldraw/tldraw/pull/7924`). If given just a PR number or other description, assume that the PR is on the tldraw/tldraw repository.

**Output:** An MP4 video at 1600x900 with audio narration and standardized intro / outro slides, saved to `.claude/skills/pr-walkthrough/out/pr-<number>-walkthrough.mp4`.

All intermediate files (audio, manifest, scripts) go in `.claude/skills/pr-walkthrough/tmp/pr-<number>/`. This directory is gitignored. Only the final `.mp4` lives at `.claude/skills/pr-walkthrough/out/`.

## Philosophy

**This is a walkthrough from the author's perspective.** The goal is the same as if the PR author sat down with someone and walked them through the changes — showing specific code, explaining what changed and why, in an order that builds understanding. The viewer should come away understanding both _what the code does_ and _how to think about the changes_.

This means:

- **The narration drives everything.** Write the walkthrough narration first, as a continuous explanation of the PR. Then figure out what should be on screen at each moment to support what's being said.
- **Show the code.** The default visual is a code diff or source file. Text slides are the exception (intro, brief transitions, outro), not the rule. When the narration talks about a function, the viewer should be looking at that function.
- **Walk through changes in a logical order**, not necessarily file order or commit order — but always anchored to concrete code, not abstract descriptions.
- **Explain the "why", not just the "what".** The code on screen shows what changed. The narration adds the reasoning — why this approach, what problem it solves, what edge cases it handles.

## Workflow

### Step 1: Understand the PR

Read the PR commits, diff, and description. Understand the narrative arc:

- What problem does this solve?
- What's the approach?
- What are the key mechanisms?

```bash
gh pr view <number> --json title,body,commits
git log main..HEAD --oneline
git diff main..HEAD --stat
```

### Step 2: Write the narration

Write the narration as continuous text, broken into logical segments. Each segment is a beat of the walkthrough — a concept, a change, or a group of related changes. Save this as `.claude/skills/pr-walkthrough/tmp/pr-<number>/SCRIPT.md`.

The narration should read like the author explaining the PR to a colleague: "So here's what we're doing... The core problem was X... The approach I took was Y... If you look at this function here..."

Structure: intro → context/problem → code walkthrough → summary. See **Script structure** below.

If the commits are simple and organized well (often on a branch with `-clean` in its name), you can follow their commit messages and descriptions to guide your narration. Otherwise, examine the code and create your own narrative. Introduce concepts in an order that builds on previous ones.

Avoid redundancy, especially between intro and first content segment.

### Step 3: Generate audio and timestamps

Generate all narration as a **single audio file**, then split it into per-segment clips. This produces consistent voice, volume, and pacing across the entire walkthrough.

Write a `narration.json` file, then run the `generate-audio.sh` CLI tool:

```bash
.claude/skills/pr-walkthrough/scripts/generate-audio.sh narration.json .claude/skills/pr-walkthrough/tmp/pr-<number>/
```

**API key:** Sourced automatically from the repo `.env` file (`GEMINI_API_KEY`).

#### Narration JSON format

```json
{
	"style": "Read the following walkthrough narration in a calm, steady, professional tone. Speak at a measured pace as if the author of a pull request were walking a colleague through the code changes. Between each numbered section, leave a brief pause — no more than one second of silence.",
	"voice": "Iapetus",
	"slides": [
		"This pull request adds group-aware binding resolution to the arrow tool...",
		"The core problem was that arrow bindings broke when the target shape...",
		"If you look at the getBindingTarget method in ArrowBindingUtil.ts..."
	]
}
```

- **`style`** — Voice persona and pacing instructions. Keep it short and specific.
- **`voice`** — Gemini voice name (default: `Iapetus`).
- **`slides`** — Array of narration text, one entry per segment. The script adds `[1]`, `[2]` section markers automatically.

#### How it works

1. The script builds a single prompt: style preamble + numbered sections with all segment narrations.
2. One API call to `gemini-2.5-pro-tts` generates the full narration as a single WAV. The 32k-token context window is plenty for 5-7 minutes.
3. The WAV is uploaded to the Gemini Files API, then a `gemini-2.5-flash` call listens to the audio alongside the segment texts and returns the start timestamp (in seconds) of each segment. The script splits at those boundaries.

**Output:** Per-segment audio clips (`audio-00.wav`, ...) and a `durations.json` file mapping each audio filename to its duration in seconds.

**Dependencies:** ffmpeg / ffprobe. No Python packages required beyond the standard library.

**Do NOT use** `[pause long]` or `[pause medium]` markup tags in the narration text — the model may read them aloud literally.

**TTS truncation:** If `generate-audio.sh` fails because the TTS output was truncated (zero-length clips at the end), **do not shorten the narration**. Instead, reduce `MAX_WORDS_PER_CHUNK` in the script (e.g., from 600 to 400) so the narration is split across more TTS API calls. The script already supports multi-chunk generation — it generates each chunk separately and concatenates the results. The fix is always to split into more chunks, never to cut content from the script.

### Step 4: Write the manifest

The manifest is a JSON file that describes every slide in the video. It bridges the narration/audio step and the Remotion renderer.

Read the `durations.json` from step 3 to get the duration (in seconds) for each audio clip. Then write a `manifest.json` alongside the audio files:

```json
{
	"pr": 7865,
	"slides": [
		{
			"type": "intro",
			"title": "Fix canvas-in-front z-index layering #7865",
			"date": "February 14, 2026",
			"audio": "audio-00.wav",
			"durationInSeconds": 3.2
		},
		{
			"type": "diff",
			"filename": "packages/editor/editor.css",
			"language": "css",
			"diff": "@@ -12,7 +12,7 @@\n   --tl-z-canvas: 100;\n-  --tl-z-canvas-in-front: 600;\n+  --tl-z-canvas-in-front: 250;\n   --tl-z-shapes: 300;",
			"audio": "audio-01.wav",
			"durationInSeconds": 25.8
		},
		{
			"type": "code",
			"filename": "packages/editor/src/lib/Editor.ts",
			"language": "typescript",
			"code": "function getZIndex() {\n  return 250\n}",
			"audio": "audio-02.wav",
			"durationInSeconds": 13.5
		},
		{
			"type": "text",
			"title": "Summary",
			"subtitle": "Moved canvas-in-front from z-index 600 to 250.",
			"audio": "audio-07.wav",
			"durationInSeconds": 7.4
		},
		{
			"type": "list",
			"title": "Key changes",
			"items": ["Lowered z-index", "Updated tests", "Added migration"],
			"audio": "audio-06.wav",
			"durationInSeconds": 10.2
		},
		{
			"type": "outro",
			"durationInSeconds": 3
		}
	]
}
```

#### Slide types

| Type      | Required fields                                              | Description                        |
| --------- | ------------------------------------------------------------ | ---------------------------------- |
| `intro`   | `title`, `date`, `audio`, `durationInSeconds`                | Logo + title + date                |
| `diff`    | `filename`, `language`, `diff`, `audio`, `durationInSeconds` | Syntax-highlighted unified diff    |
| `code`    | `filename`, `language`, `code`, `audio`, `durationInSeconds` | Syntax-highlighted source code     |
| `text`    | `title`, `audio`, `durationInSeconds`                        | Title + optional `subtitle`        |
| `list`    | `title`, `items`, `audio`, `durationInSeconds`               | Title + numbered items             |
| `image`   | `src`, `audio`, `durationInSeconds`                          | Pre-rendered image (fallback)      |
| `segment` | `title`, `durationInSeconds`                                 | Silent title card between segments |
| `outro`   | `durationInSeconds`                                          | Logo only, no audio                |

#### Animated scroll with `focus`

For longer diffs or code (more than ~30 lines), the renderer keeps the font at a readable 16px and uses an animated viewport that scrolls between focus points. Add a `focus` array to `diff` or `code` slides:

```json
{
	"type": "diff",
	"filename": "packages/editor/src/lib/Editor.ts",
	"language": "typescript",
	"diff": "... 60-line diff ...",
	"focus": [
		{ "line": 3, "at": 0 },
		{ "line": 25, "at": 0.4 },
		{ "line": 50, "at": 0.8 }
	],
	"audio": "audio-03.wav",
	"durationInSeconds": 30
}
```

- **`line`** — The line number (0-indexed into the parsed diff/code lines) to center on screen.
- **`at`** — When to arrive at this position, as a fraction of the slide's duration (0 = start, 1 = end).

The viewport smoothly eases between focus points. Before the first point, it holds at the first position; after the last, it holds there.

**When to use focus:** Any diff or code slide with more than ~30 lines. Without focus, long content starts at the top and stays static — the viewer can't see the bottom. With focus, you guide the viewer's eye to the code being discussed at each moment.

**When to omit focus:** Short diffs (≤30 lines) fit on screen at 16px and don't need scrolling.

#### Writing diff fields

For `diff` slides, paste the **unified diff** for the relevant hunk(s). This is the output of `git diff` for that section of the file — including the `@@` hunk header and `+`/`-`/` ` line prefixes. The renderer parses these prefixes to apply green/red backgrounds and syntax highlighting.

To get a diff for a specific file:

```bash
git diff main..HEAD -- path/to/file.ts
```

Include only the relevant hunks, not the entire file diff. Strip the `diff --git` and `---`/`+++` header lines — start from the `@@` hunk header.

For `code` slides, paste the relevant source code (a function, a class, a section). No diff prefixes needed.

#### Segment title slides

Insert a **`segment` slide** before each content segment to introduce it — except before the intro and context/overview segments. This includes code walkthrough segments and the summary/conclusion. Each segment slide is **3 seconds of silence** with the segment title centered on screen.

```json
{
	"type": "segment",
	"title": "Zoom state machine",
	"durationInSeconds": 3
}
```

These provide clear visual breaks between sections and give the viewer a moment to orient before each new topic.

#### Segment title labels on code/diff slides

Add a `title` field to `code` and `diff` slides to show a small label in the top-left corner identifying which segment the viewer is in. Use the same title as the preceding `segment` slide. This helps orient viewers, especially when a segment spans multiple slides.

```json
{
	"type": "diff",
	"title": "Zoom state machine",
	"filename": "packages/editor/src/lib/ZoomTool.ts",
	...
}
```

### Step 5: Render the video

Run the `render.sh` script:

```bash
.claude/skills/pr-walkthrough/video/render.sh \
  .claude/skills/pr-walkthrough/tmp/pr-<number>/manifest.json \
  .claude/skills/pr-walkthrough/out/pr-<number>-walkthrough.mp4
```

The script copies manifest + audio files into the Remotion project's `public/` directory, installs npm dependencies if needed, and renders the video.

**Dependencies:** Node.js 18+, ffmpeg (for final encoding). The first run installs Remotion (~50MB).

## File organization

Final output lives in `.claude/skills/pr-walkthrough/`. All intermediate files go in `.claude/skills/pr-walkthrough/tmp/` (gitignored):

```
.claude/skills/pr-walkthrough/
├── SKILL.md                    # This file
├── scripts/                    # CLI tools (checked in)
│   └── generate-audio.sh       # narration.json → per-slide WAVs + durations.json
├── video/                      # Remotion project (checked in)
│   ├── package.json
│   ├── tsconfig.json
│   ├── remotion.config.ts
│   ├── render.sh               # manifest.json → MP4
│   ├── public/                 # Auto-populated at render time
│   └── src/                    # React components for each slide type
├── out/                        # Final outputs (gitignored)
│   └── pr-XXXX-walkthrough.mp4
└── tmp/                        # Intermediate files (gitignored)
    └── pr-XXXX/
        ├── SCRIPT.md           # Narration script
        ├── narration.json      # Input to generate-audio.sh
        ├── full-narration.wav  # Full TTS output before splitting
        ├── durations.json      # Audio filename → duration in seconds
        ├── manifest.json       # Input to render.sh
        └── audio-XX.wav        # Per-segment audio clips
```

## API configuration

- **Gemini API key:** Stored as `GEMINI_API_KEY` in the project root `.env` file. Used for TTS and audio alignment.
- **TTS model:** `gemini-2.5-pro-tts`
- **TTS voice:** `Iapetus` (always)

## Script structure

The walkthrough follows a consistent narrative arc. Not every section needs its own segment — combine or skip sections based on the PR's complexity. The goal is 8-12 segments total, with the vast majority showing code.

### Intro (1 segment)

The intro card: tldraw logo + PR title + date. The narration should be a single sentence that frames what this PR does at a high level. Don't go into detail yet.

Manifest slide type: `intro`.

### Context (0-1 segments)

Brief orientation before diving into code. What was the situation before this PR? What problem or need motivated the work? Keep this short — just enough framing that the code walkthrough makes sense.

- Be concrete: "Arrow bindings broke when the target shape was inside a group" not "There were issues with bindings"
- Name the area of the codebase affected

If the context can be explained while showing the first piece of relevant code, skip the standalone context segment and fold it into the first code segment.

Manifest slide type: `text` or `diff` (if showing the problematic code).

### Code walkthrough (6-10 segments)

The bulk of the video. Walk through the actual code changes, showing specific diffs and files while explaining what was done and why.

**Every segment should show code.** Use `diff` slides for changes and `code` slides for unchanged reference code.

Guidelines:

- **Name files and functions.** Every narrated segment should reference at least one specific file or function.
- **Show the diff.** The visual for each segment should be the actual diff being discussed. Use `git diff main..HEAD -- path/to/file` to get the diff, then extract the relevant hunks.
- **Order by understanding, not by file.** Present changes in the order that builds comprehension. If a new type is defined in one file and consumed in another, show the definition first.
- **Explain the "why", not just the "what".** The diff shows _what_ changed — the narration adds the reasoning, the edge cases it handles, the alternatives that were considered.
- **Skip boilerplate, but mention it.** Don't dedicate a segment to every import change or type export, but do mention in passing: "There are also some type exports added in `index.ts` — those are just re-exports of the new types we'll see next."
- **Group related small changes.** If three files all got the same one-line fix, one segment can cover all three. Mention each file by name.

### Summary (1 segment)

Briefly recap what the PR accomplished. This is a short wrap-up — a sentence or two summarizing the overall change, mentioning any known limitations or follow-up work if relevant.

Manifest slide type: `text`.

### Outro (1 segment, silent)

The tldraw logo, 3 seconds of silence. Always include this as the final slide.

Manifest slide type: `outro` with `durationInSeconds: 3`.

## Narration writing tips

- **Be specific about code.** Say "In `BindingUtil.ts`, the `onAfterChange` handler now checks for group ancestors" — not "The binding system was updated." Name files and functions so the viewer can connect the narration to what's on screen.
- **Each segment = one change or closely related group of changes.** If you can't point to a specific diff for the segment, it's probably too abstract.
- **Write as the author.** The tone should be explanatory and natural — like walking someone through your work. "So the main thing here is..." or "The tricky part was..." are fine.
- **Avoid redundancy** between intro and first content segment.
- **Mention files that aren't shown.** If a PR touches 15 files but only 6 are interesting, briefly acknowledge the others: "The remaining changes are type exports and test fixtures."
- Aim for **5-7 minutes** total narration.

## Checklist

- [ ] Read all PR commits and understand the full diff
- [ ] Write narration in SCRIPT.md (8-12 segments)
- [ ] Generate per-segment audio (Iapetus voice)
- [ ] Read durations.json to get per-segment durations
- [ ] Write manifest.json with slide types, diffs/code, and audio references
- [ ] Render video with render.sh
- [ ] Verify final output: 1600x900, audio synced, outro present

Overview

This skill creates a narrated MP4 walkthrough of a GitHub pull request, combining code slides, unified diffs, and audio narration into a single 1600x900 video file. It produces a standardized intro/outro, per-segment audio clips, and a manifest that drives a Remotion renderer so reviewers can quickly understand what changed and why.

How this skill works

Point the skill at a PR URL or number (default: tldraw/tldraw). It reads the PR diff and commits, writes a continuous narration script, generates a single TTS audio file and per-segment clips, then builds a manifest.json describing intro, diff, code, segment, and outro slides. Finally it runs the renderer to produce the final MP4 and stores intermediate artifacts in a temporary, gitignored folder.

When to use it

  • You want an author-perspective walkthrough that explains both what changed and why.
  • You need a shareable internal artifact to speed PR review onboard new contributors.
  • A complex change spans multiple files and benefits from guided, line-focused narration.
  • You prefer a consistent, repeatable video format for release notes or team updates.
  • You want to attach a visual walkthrough to a PR for asynchronous review.

Best practices

  • Write the full narration first, then map each sentence to the code or diff the viewer should see.
  • Keep segments focused: intro → context → code walkthroughs → summary, with 8–12 segments total.
  • Include only relevant hunks in diff slides and add focus points for content >30 lines.
  • Generate one full WAV and split into clips for consistent voice and pacing; avoid ad-hoc pauses in text.
  • Store only the final MP4 in out/ and keep audio/manifest in the gitignored tmp/ directory.

Example use cases

  • Author records a walkthrough for a large refactor to explain the new architecture and key functions.
  • Team lead prepares a review summary for a bugfix that touches many files and edge cases.
  • Onboarding: attach a walkthrough video to a PR to accelerate a new contributor’s context.
  • Release notes: create a narrated highlight of a feature PR to show designers and PMs.
  • Cross-team sync: share a concise explainer of a performance optimization with engineers.

FAQ

What input does the skill expect?

A GitHub pull request URL or a PR number (assumed to be on tldraw/tldraw if not fully qualified).

Where does the final video and intermediate files live?

Final MP4 is saved to .claude/skills/pr-walkthrough/out/pr-<number>-walkthrough.mp4. Intermediate files go under .claude/skills/pr-walkthrough/tmp/pr-<number>/ (gitignored).

How are long code blocks handled?

Long code/diff slides get a focus array that animates viewport scrolling to highlight lines referenced in the narration.