Walkthrough

SkillDev tools

Create a short annotated visual walkthrough from real final-state screenshots or rendered artifacts. Use when a user asks for demo screenshots or a caller requires visual evidence after UI or rendered-output changes.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Walkthrough skill

What this skill tells your AI

The instructions your AI receives, as published by udecode/dotai in skills/walkthrough/SKILL.md and read by ahel’s review.

Explain a completed change with a few annotated visuals. Run this after final verification. A walkthrough explains proof; it does not replace proof.

Honor The Caller Contract

The caller decides whether the walkthrough is required. Follow the stricter repo rule when one exists.

For UI-gated workflows, treat app pages, websites, components, styles, visual content, and generated or rendered output as UI changes. If the packet changed one of those surfaces, run the walkthrough in the final handoff.

When the caller requires a walkthrough and it cannot be produced, block closeout with the exact missing tool, access, or artifact. Do not waive it silently.

When the caller requires a diff check and no relevant UI or rendered-output change exists, record:

Walkthrough: N/A — no UI or rendered-output change in this packet.

Record A Diff Baseline

For a diff-gated workflow, capture the baseline before the first file mutation, including plan creation:

node .agents/skills/walkthrough/scripts/diff-baseline.mjs capture \
  --output tmp/walkthrough/<slug>/baseline.json

At closeout, compare the final checkout with that baseline:

node .agents/skills/walkthrough/scripts/diff-baseline.mjs compare \
  --baseline tmp/walkthrough/<slug>/baseline.json \
  --output tmp/walkthrough/<slug>/diff-receipt.json

Use producedFileDiff for the file-diff gate. Use changedPaths and the final diff to decide whether UI or rendered output changed. The receipt detects committed clean-tree changes, tracked working changes, executable-bit changes, symlink changes, and untracked files without git status.

Keep receipts local. Do not publish file hashes. If an older packet has no baseline, reconstruct it from the recorded starting commit or base ref and the packet's changed-file ledger. Mark the receipt as reconstructed. New packets must capture the baseline before mutation. The helper excludes its own baseline and receipt paths from the comparison, but the output directory should still be ignored by the repo.

Read The Minimum Evidence

Read only what explains the completed result:

  • the latest request and acceptance criteria;
  • the baseline, diff receipt, and final diff;
  • final screenshots or rendered proof already captured;
  • the final route, role, data fixture, viewport, theme, or source artifact.

Reuse valid final-state screenshots. Do not rerun an expensive flow only to capture the same state.

Do not stop at a link or button that promises a result. Open the result and show the saved record, receipt, message, packet, or other final artifact. When a preview and its downloadable or readable artifact both exist, inspect both and fail the walkthrough if their material claims disagree. Report the contradiction instead of choosing the friendlier surface.

Pick The Shortest Story

Use one to four frames. Each frame should explain one point:

  1. where the user acts;
  2. what changed or became possible;
  3. what consequence appears;
  4. what proves the result.

Prefer the shortest sequence a non-developer can understand in under one minute. Do not turn every field or test into a callout.

For QA, product-owner, or end-to-end walkthroughs, keep one subject, one user goal, one decision scope, and one time context across the whole sequence. If a frame changes any of them, label it as a separate example instead of implying causality. A screen captured after an action is not proof that the action caused that state unless the identity and time boundary match.

Capture The Real Artifact

For UI or rendered-output changes:

  • capture the real final affected surface in its verified state;
  • preserve the correct role, data, viewport, theme, and open or selected state;
  • use the repo-required browser or capture tool;
  • reuse existing final proof when it shows the required state.

For an explicit walkthrough of non-UI work, render the real final source, diff, report, document, CLI result, or provider read-back. Never invent a product screen to make backend or workflow work look visual.

Prefer light mode when both themes are equally truthful. Keep the verified theme when the change concerns dark mode or switching would misrepresent the result.

Save originals and annotated copies under a repo-approved ignored directory. Default to:

tmp/walkthrough/<slug>/

Use paired names:

01-<step>-original.png
01-<step>-annotated.png

Annotate Without Rewriting

Inspect each source image first. Use a deterministic local image editor, such as Sharp with SVG overlays, to add only:

  • numbered target outlines on the product surface;
  • matching numbered explanations in one fixed side rail outside the product;
  • short plain-English labels;
  • a compact title when the frame needs context.

Keep labels to one sentence. Use product language, not implementation terms. Keep the product screenshot untouched except for the thin outlines and number markers. Never place explanation text over the product.

Show What Changed

When the walkthrough explains a change inside an existing product, use color alone to distinguish provenance:

  • Blue — NEW / CHANGED: behavior or UI added or changed by the completed work.
  • Gray — existing context: everything else needed to explain the flow. Do not say "already there" or "already existed" in the label.

Use one small two-color legend in the side rail. The legend is the only provenance text; never repeat NEW / CHANGED, existing context, or equivalent badges in notes. Classify the exact feature, not the whole screen. An existing page with a new row gets gray context and a blue outline on the row. Never mark the whole screen blue merely because the screenshot was captured after the work.

Match each side-rail note to its target with the same number and provenance color. Put the number marker just outside the target outline so it never covers product text. Use no arrows by default. Add one only when numbered outlines cannot disambiguate nearby targets, and make it touch the target outline edge. Keep outlines thin and product text readable.

Keep planned or unbuilt work out of completed-product screenshots. Name it in caption prose outside the image when it matters.

Do not use these colors for severity, status, success, or failure. Product colors remain product evidence. Annotation colors explain only whether the called-out behavior changed.

Never add, remove, rewrite, beautify, or simulate product content. Compare the annotated result with the original. If product text, values, layout, or state changed, discard it and regenerate. The original is proof. The annotation is explanation.

Never use generative image editing for walkthrough annotations. It can alter the product evidence instead of merely explaining it.

Protect Sensitive Data

  • Do not send credentials, tokens, private URLs, customer data, personal data, health data, or other repo-restricted content to an image tool.
  • Use deterministic sanitized fixtures or crop and redact before annotation.
  • Do not present a mockup, recreated HTML, or synthetic screen as completed product work.
  • Do not claim the annotation itself proves runtime behavior.

Write Plain Technical Prose

Apply these rules to annotation labels, captions, and the final handoff:

  • Lead with the outcome. Give the reason before implementation details.
  • Prefer common words and one project term per concept.
  • Use active voice and short, single-topic paragraphs.
  • Cover objective, owner, chosen fix, invariant, alternatives, blast radius, verification, and remaining risk when they apply.
  • Never make the reader inspect the diff to understand why the result is correct and safe.

Final Handoff

Show every annotated image inline with an absolute local path. Give each image one short caption stating what to notice. Name the related test, browser, external, or source proof.

When a PR or tracker needs images, follow the owning repo's upload policy and replace local paths with hosted URLs there.

Close only when:

  • the caller's applicability rule was classified correctly;
  • the baseline and receipt exist when the caller uses a diff gate;
  • the frames cover the user action and consequence;
  • QA and product-owner flows keep one subject, goal, decision scope, and time context, or label each discontinuity as a separate example;
  • the final frame shows the saved artifact itself, not only its navigation control;
  • preview and final artifact claims agree, or the walkthrough reports their contradiction as a blocker;
  • originals and annotated copies are saved;
  • every annotation matches its original;
  • changed callouts are blue and existing-context callouts are gray;
  • the legend contains the only provenance labels;
  • every note sits in one fixed side rail outside the product and matches a numbered target outline;
  • number markers sit outside target borders and do not cover product text;
  • arrows are absent unless target numbers remain ambiguous;
  • every frame that uses both colors shows the same visible two-color legend in the side rail;
  • annotated images appear inline in the final response;
  • the owning proof is named.

Signals

GitHub stars
1k
Forks
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Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
walkthrough-udecode
Source
github.com/udecode/dotai