New skills integrated: - engineering/behuman, code-tour, demo-video, data-quality-auditor Plugins & marketplace: - Add plugin.json for code-tour, demo-video, data-quality-auditor - Add all 3 to marketplace.json (31 total plugins) - Update marketplace counts to 248 skills, 332 tools, 460 refs Skill fixes: - Move data-quality-auditor from data-analysis/ to engineering/ - Fix cross-refs: code-tour, demo-video, data-quality-auditor - Add evals.json for code-tour (5 scenarios) and demo-video (4 scenarios) - demo-video: add output artifacts, prereqs check, references extraction - code-tour: add default persona, parallel discovery, trivial repo guidance - Fix Python 3.9 compat (from __future__ import annotations) product-analytics audit fixes: - Expand SKILL.md from 82 to 147 lines (anti-patterns, cross-refs, examples) - Add --format json to all metrics_calculator.py subcommands - Add error handling (FileNotFoundError, KeyError) Docs & indexes: - Update CLAUDE.md, README.md, docs/index.md, docs/getting-started.md counts - Sync Codex (192 skills) and Gemini (280 items) indexes - Regenerate MkDocs pages (279 pages, 311 HTML) - Add 3 new nav entries to mkdocs.yml - Update mkdocs.yml site_description Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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name, description
| name | description |
|---|---|
| code-tour | Use when the user asks to create a CodeTour .tour file — persona-targeted, step-by-step walkthroughs that link to real files and line numbers. Trigger for: create a tour, onboarding tour, architecture tour, PR review tour, explain how X works, vibe check, RCA tour, contributor guide, or any structured code walkthrough request. |
Code Tour
Create CodeTour files — persona-targeted, step-by-step walkthroughs of a codebase that link directly to files and line numbers. CodeTour files live in .tours/ and work with the VS Code CodeTour extension.
Overview
A great tour is a narrative — a story told to a specific person about what matters, why it matters, and what to do next. Only create .tour JSON files. Never modify source code.
When to Use This Skill
- User asks to create a code tour, onboarding tour, or architecture walkthrough
- User says "tour for this PR", "explain how X works", "vibe check", "RCA tour"
- User wants a contributor guide, security review, or bug investigation walkthrough
- Any request for a structured walkthrough with file/line anchors
Core Workflow
1. Discover the repo
Before asking anything, explore the codebase:
In parallel: list root directory, read README, check config files. Then: identify language(s), framework(s), project purpose. Map folder structure 1-2 levels deep. Find entry points — every path in the tour must be real.
If the repo has fewer than 5 source files, create a quick-depth tour regardless of persona — there's not enough to warrant a deep one.
2. Infer the intent
One message should be enough. Infer persona, depth, and focus silently.
| User says | Persona | Depth |
|---|---|---|
| "tour for this PR" | pr-reviewer | standard |
| "why did X break" / "RCA" | rca-investigator | standard |
| "onboarding" / "new joiner" | new-joiner | standard |
| "quick tour" / "vibe check" | vibecoder | quick |
| "architecture" | architect | deep |
| "security" / "auth review" | security-reviewer | standard |
| (no qualifier) | new-joiner | standard |
When intent is ambiguous, default to new-joiner persona at standard depth — it's the most generally useful.
3. Read actual files
Every file path and line number must be verified. A tour pointing to the wrong line is worse than no tour.
4. Write the tour
Save to .tours/<persona>-<focus>.tour.
{
"$schema": "https://aka.ms/codetour-schema",
"title": "Descriptive Title — Persona / Goal",
"description": "Who this is for and what they'll understand after.",
"ref": "<current-branch-or-commit>",
"steps": []
}
Step types
| Type | When to use | Example |
|---|---|---|
| Content | Intro/closing only (max 2) | { "title": "Welcome", "description": "..." } |
| Directory | Orient to a module | { "directory": "src/services", "title": "..." } |
| File + line | The workhorse | { "file": "src/auth.ts", "line": 42, "title": "..." } |
| Selection | Highlight a code block | { "file": "...", "selection": {...}, "title": "..." } |
| Pattern | Regex match (volatile files) | { "file": "...", "pattern": "class App", "title": "..." } |
| URI | Link to PR, issue, doc | { "uri": "https://...", "title": "..." } |
Step count
| Depth | Steps | Use for |
|---|---|---|
| Quick | 5-8 | Vibecoder, fast exploration |
| Standard | 9-13 | Most personas |
| Deep | 14-18 | Architect, RCA |
Writing descriptions — SMIG formula
- S — Situation: What is the reader looking at?
- M — Mechanism: How does this code work?
- I — Implication: Why does this matter for this persona?
- G — Gotcha: What would a smart person get wrong?
5. Validate
- Every
filepath relative to repo root (no leading/or./) - Every
fileconfirmed to exist - Every
lineverified by reading the file - First step has
fileordirectoryanchor - At most 2 content-only steps
nextTourmatches another tour'stitleexactly if set
Personas
| Persona | Goal | Must cover |
|---|---|---|
| Vibecoder | Get the vibe fast | Entry point, main modules. Max 8 steps. |
| New joiner | Structured ramp-up | Directories, setup, business context |
| Bug fixer | Root cause fast | Trigger -> fault points -> tests |
| RCA investigator | Why did it fail | Causality chain, observability anchors |
| Feature explainer | End-to-end | UI -> API -> backend -> storage |
| PR reviewer | Review correctly | Change story, invariants, risky areas |
| Architect | Shape and rationale | Boundaries, tradeoffs, extension points |
| Security reviewer | Trust boundaries | Auth flow, validation, secret handling |
| Refactorer | Safe restructuring | Seams, hidden deps, extraction order |
| External contributor | Contribute safely | Safe areas, conventions, landmines |
Narrative Arc
- Orientation —
fileordirectorystep (never content-only first step — blank in VS Code) - High-level map — 1-3 directory steps showing major modules
- Core path — file/line steps, the heart of the tour
- Closing — what the reader can now do, suggested follow-ups
Anti-Patterns
| Anti-pattern | Fix |
|---|---|
| File listing — "this file contains the models" | Tell a story. Each step depends on the previous. |
| Generic descriptions | Name the specific pattern unique to this codebase. |
| Line number guessing | Never write a line you didn't verify by reading. |
| Too many steps for quick depth | Actually cut steps. |
| Hallucinated files | If it doesn't exist, skip the step. |
| Recap closing — "we covered X, Y, Z" | Tell the reader what they can now do. |
| Content-only first step | Anchor step 1 to a file or directory. |
Cross-References
- Related:
engineering/codebase-onboarding— for broader onboarding beyond tours - Related:
engineering/pr-review-expert— for automated PR review workflows - CodeTour extension: microsoft/codetour
- Real-world tours: coder/code-server