Visual Recap

SkillFiles & storage

Lets your agent turn a PR, branch, commit, or diff into a visual recap with diagrams, file maps, and review notes.

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 Visual Recap skill

About this capability

Turn a PR, branch, commit, or git diff into an interactive visual recap with diagrams, file maps, API/schema summaries, annotated diffs, and focused review notes.

What this skill tells your AI

The instructions your AI receives, as published by builderio/agent-native in skills/visual-recap/SKILL.md and read by ahel’s review.

/visual-recap creates a visual plan built from a diff, not toward one. It is the reverse of forward planning: instead of describing the change you are about to make, you describe the change that was just made, at a higher altitude than line-by-line review. The same plan data model serves both directions — schema, API, file, and architecture changes become the same data-model, api-endpoint, file-tree, and diagram blocks a forward plan would use, only now they summarize work that exists. A reviewer scans the shape of the change before spending attention on the literal lines.

Publish As An Agent-Native Plan — Never Inline

The deliverable is ALWAYS a published Agent-Native Plan, created with create-visual-recap on the Plan MCP connector — NEVER inline chat content (not Markdown prose, an ASCII sketch, a table, a fenced "wireframe", or a "here's the recap" summary). A recap's entire value is the hosted, interactive, annotatable plan; an inline summary is not a degraded recap, it is the thing a recap replaces. If the plan (or legacy agent-native-plans) tools are not visible, discover them through the host's tool_search first; if they are still missing, STOP and give the user the client-specific reconnect step rather than improvising an inline recap. Before publishing, or whenever a connector or auth error appears, READ references/connection.md in this skill directory — it is the single source of truth for the never-inline rule, connector discovery, and the per-client reconnect steps. Local-files privacy mode (below) is the one exception.

Local-Files Privacy Mode — read references/local-files.md

When the user wants no hosted Plan database writes — no DB writes, no Plan MCP publish, fully local/offline/private recaps, or AGENT_NATIVE_PLANS_MODE=local-files — do not call any hosted Plan tool except the schema-only get-plan-blocks catalog lookup. Read the diff with the local recap collect-diff / scan / build-prompt --local-files helpers, author a local MDX folder (set kind: "recap" and localOnly: true), and preview it with plan local check, plan local serve --kind recap, and plan local verify --kind recap. Before using local-files mode, READ references/local-files.md in this skill directory — it is the single source of truth for the full contract.

When To Use

Build a recap when a PR or commit is large, multi-file, or touches schema, API contracts, or architecture, and a reviewer would benefit from seeing the change mapped to structured blocks before reading the raw diff. A GitHub Action can generate one automatically from a PR diff; an agent can generate one on request ("recap this PR", "show me what this branch changed"). Skip it for small, single-file, or obvious diffs — a recap is review overhead, and a tiny change reviews faster as plain diff.

Recap The Whole Work Unit

When /visual-recap is invoked in a chat thread after work has already happened, the default scope is the whole current work unit/thread, not only the most recent user message, tool action, or follow-up fix. Gather the thread-owned changes across the conversation: original implementation work, later bug fixes, UI follow-ups, tests, changesets, skill/instruction updates, generated plan/source artifacts, and any local import/linking fixes needed to make the recap open.

Use the current diff plus conversation context to separate thread-owned changes from unrelated dirty work that existed before the thread. Exclude unrelated pre-existing edits. If the scope is genuinely ambiguous and cannot be inferred, state the assumption or ask a concise question before publishing.

When updating an existing recap after feedback, revise the recap so it still covers the whole thread/work unit plus the new correction. Do not replace a broad recap with a narrow recap of only the latest feedback unless the user explicitly asks for that narrower scope.

Keep The Recap Body Lean

Do not add boilerplate intro, disclaimer, provenance, or summary prose blocks to the generated plan body. In particular, do not create a rich-text block just to say the recap is an aid, that the reviewer should still review the diff, how many files changed, or which ref/working tree generated the recap. The plan title, brief, and file-tree (which carries the per-file change stats) already carry that context.

Only add prose blocks when they tell the reviewer something specific about the change that the structured blocks do not: the objective, a real compatibility risk, an important decision visible in the diff, or a grounded review note.

Recaps Must Be Substantial

Lean is not the same as thin. A recap is not a single wireframe plus one sentence — that under-serves the reviewer as much as boilerplate prose over-serves them. Alongside the visual/structural headline (wireframes, data-model, api-endpoint, diagram), a substantial recap also carries the implementation evidence:

  • A short surface/state inventory before authoring: list the changed routes, components, popovers/dialogs, role/access states, empty/error states, and shared abstractions visible in the diff. The final recap must either represent each meaningful item with a block or intentionally omit it because it is tiny, redundant, or not user-visible.
  • A file-tree of the changed files with each entry's change flag, so the reviewer sees the footprint of the work at a glance.
  • The split diff of the KEY changed files, grouped under a ## Key changes rich-text heading in a single horizontal tabs block (the default orientation, one file per tab), with a one-line summary and a few annotations on each — so the reviewer can drop from the high-altitude shape straight into the load-bearing code. Use horizontal file tabs, not a vertical side rail, so the selected file has enough width for the side-by-side diff.

Skip the diff appendix only for a genuinely tiny change that reviews faster as plain diff (see "When To Use"); for any change worth recapping, the file-tree and key-change diffs belong in the plan.

Canonical Shape And Budgets

A strong recap follows one skeleton, top to bottom:

  1. UI-impact headline — wireframes first, when the diff changed rendered UI.
  2. Short outcome narrative (rich-text): what changed and why, 1-3 paragraphs.
  3. data-model / api-endpoint blocks for schema and contract changes.
  4. file-tree of the changed files with change flags.
  5. ## Key changes — one horizontal tabs block of diff / annotated-code.

Budgets that keep the recap reviewable:

  • 3-8 key-change tabs. Fewer than 3 on a large change under-serves the reviewer; more than 8 stops being a summary.
  • Keep each diff/annotated-code excerpt focused — prefer under ~150 lines per tab; summarize or link the rest of a long file instead of dumping it.
  • Title at most ~70 characters; brief 1-3 sentences.

These budgets are also the cost ceiling: do not exceed them in the name of thoroughness, and do not re-read the full diff after the initial sequential pass — work from the notes taken during that pass.

GOOD. A 25-file auth change: Before/After wireframes of the login surface, a two-paragraph narrative, a diff-aware data-model of the sessions table, an api-endpoint for the new refresh route, a file-tree with change flags, and ## Key changes with five focused tabs, each with a one-line summary and a few annotations on the load-bearing hunks.

BAD. One giant unsegmented diff dump with no summaries or annotations; or a sparse three-block recap of a 40-file change (one wireframe, one sentence, one file list) that forces the reviewer back into the raw diff anyway.

UI Impact Needs Wireframes

When the diff changes rendered UI, layout, density, visual state, interaction affordances, navigation, controls, menus, dialogs, or design tokens, the recap MUST include one or more wireframes. Prose and file diffs are not a substitute for showing what changed visually.

Before choosing wireframes, make a UI coverage pass from the diff:

  • Identify the entry surface where the change appears, such as a page header, list row, toolbar, route shell, or menu trigger.
  • Identify the interaction surface that opens or changes, such as a popover, dialog, tab, sheet, dropdown, inline editor, or toast.
  • Identify the resulting destination or persistent state, such as a public page, read-only view, empty state, error state, loading state, permission-denied state, or saved/shared state.
  • Identify access or role variants when permissions change. Owner/admin/editor versus viewer/non-manager differences are visual behavior and need a compact matrix, paired wireframes, or clearly labeled state sequence.

For UI-heavy PRs, a single before/after of the entry surface is not enough. Show the changed entry point, the main changed interaction surface, and the resulting/destination state. Add more states when the diff adds tabs, role-based controls, public/private visibility, invite/manage flows, destructive controls, or empty/error branches.

Choose the smallest visual surface that makes the review clear:

  • Use a Before / After wireframe pair when the reviewer benefits from direct comparison, such as a removed or added control, a changed state, layout density, ordering, navigation, or a visible component replacement. references/wireframe.md owns how to lay that pair out (columns vs. vertical stack by geometry).
  • Use an after-only wireframe when the change is purely additive or the "before" state would only show absence without adding review value.
  • Use more than two wireframes when the UI change is flow-dependent, responsive, or stateful; show the meaningful states in order instead of forcing a single before/after pair.
  • For tiny surfaces like menus, popovers, dialogs, toasts, or panels, use the matching surface (popover, panel, etc.) and show the focused sub-surface. Do not redraw a full page unless placement in the page is itself part of the change.

Ground each wireframe in the changed UI behavior, component names, file paths, and diff-visible labels/states. If exact pixels are inferred rather than captured, say so in the wireframe caption or a concise annotation. For local/manual recaps, import or update the plan source that holds the wireframes so the rendered recap opens with the UI visual available.

Wireframe Quality — read references/wireframe.md

UI recap/plan wireframes must meet a strict quality bar — full-width chrome, pinned bottom bars, real product content, before/after comparability, the right surface preset, --wf-* tokens instead of hex, and no <html>/<style>/font tags. Before authoring ANY wireframe / <Screen> / WireframeBlock, READ references/wireframe.md in this skill directory — it is the single source of truth for HTML wireframe quality, shared word for word with /visual-plan and /visual-recap. Do not author wireframes from memory.

Use the standard WireframeBlock / <Screen> format so the Plan viewer owns the surface frame, theme, and sketchy/clean toggle. HTML wireframes are appropriate when placement precision matters, especially popovers, menus, dialogs, and dense forms. For HTML wireframes, keep renderMode unset or wireframe unless a design-only editable mockup is explicitly required, because renderMode="design" disables the sketchy rough overlay.

When a browser tool is available, render a UI-impact recap in the Plan viewer and visually inspect it at the current theme before sharing. If any label, annotation, toolbar, or wireframe content overlaps another element, fix the MDX and re-import before reporting the link. Limit this to one render-and-inspect pass plus at most one fix-and-re-render; do not keep iterating beyond that unless the user explicitly asks. A text-match screenshot is not enough; visually inspect the captured image. When no browser is available (for example a headless CI agent), state that in the recap handoff instead.

Top Canvas Recaps — read ../visual-plan/references/canvas.md

When a recap includes a top canvas, storyboard, or flow view, READ ../visual-plan/references/canvas.md before authoring canvas.mdx. Recap canvas artboards must use the same HTML wireframe path as good document-body wireframes: <Screen surface="..." html={...} /> with a semantic HTML fragment. Do not author fresh kit-tree children such as <FrameScreen>, <Card>, <Row>, <Title>, or <Btn> inside canvas <Screen> tags. Those components are legacy compatibility markup for old plans; in new canvas storyboards they can produce cramped or overlapping layouts even when the inline body wireframe looks good. If a canvas mockup looks worse than the same screen below the fold, assume it used the legacy kit path and replace it with an HTML screen.

Open And Report The Recap

In local-files privacy mode, run plan local check first, then report the local bridge URL from npx @agent-native/core@latest plan local serve --dir <plan-dir> --kind recap --open or from <plan-dir>/.plan-url. It opens the hosted Plan UI but reads from the localhost bridge on this machine, so it is not shareable across machines. If the Plan app itself is running locally with the same PLAN_LOCAL_DIR, the /local-plans/<slug> route is also valid. Do not invent a hosted database URL and do not publish just to get an absolute Plan link.

After creating the recap, link the reviewer to the rendered plan with an absolute URL on the origin whose database actually holds the plan. That origin is the Plan MCP server you just created the recap through — NOT whatever dev server you happen to know is running. The create tool returns the correct link; report THAT. Never make the primary link a local plan.mdx file, a local mirror folder, or a relative path such as /plans/<id>.

When the recap is posted to a PR for a private repo, the plan link is not a public URL. Make the PR comment/handoff copy explicit: reviewers may need to sign in to Agent-Native Plans with an account that has access to the owning organization before the link loads. Use wording like: "Private repo recap: sign in with access to this org if the plan does not open." Do not imply the link is broken or public when access is gated by repo/org visibility.

A recap lives only in the database of the MCP that created it. A separately running local dev server (e.g. http://localhost:8081) has its OWN database and will NOT contain a recap created through the hosted MCP, so a hand-built localhost link returns "Plan not found". This is the most common recap mistake — do not guess an origin you have not confirmed shares the MCP's data.

Resolve the URL in this order:

  1. Use the absolute URL the create tool RETURNS — openLink.webUrl, else the visualUrl in the returned plan.mdx frontmatter, else url/path resolved against the MCP server's own origin (for the hosted MCP that is https://plan.agent-native.com). This always points at the database that has the plan.
  2. Use a localhost/dev origin ONLY when the recap was created through a Plan MCP bound to that same origin — i.e. that MCP's url is http://localhost:<port>/mcp. Creating through the hosted MCP and linking to localhost is the exact mismatch that 404s.
  3. If only a plan id is available, build the MCP origin's absolute URL (hosted: https://plan.agent-native.com/plans/<id>) and say it was inferred.

If the user wants to review on localhost but the recap was created through the hosted MCP, say so plainly: the local dev server cannot see it. To view a recap on localhost (e.g. to exercise un-deployed local renderer changes), they must connect a LOCAL Plan MCP (http://localhost:<port>/mcp) and re-create the recap through it so it lands in the local database; offer to do that rather than handing over a localhost URL that will not resolve.

When running in Codex and the Browser/in-app side browser tools are available, open the returned absolute recap URL there automatically after creation. Still include the same absolute URL in the final response. Local mirror files like plans/<slug>/plan.mdx may be mentioned only as secondary source-control artifacts, not as the main way to open the recap.

Diff → Block Mapping

Map each kind of change to the block that carries it, derived mechanically from the actual diff. The names below are the CONCEPTUAL block types, not the JSX tags — resolve every conceptual name to its exact tag + prop schema with the get-plan-blocks tool (see "Block reference" below) before authoring.

  • Schema / migration changedata-model for the resulting entities, fields, and relations. Flag what moved per field/entity with change: "added" | "modified" | "removed" | "renamed", and for a changed type set was to the prior value (e.g. the old column type) — grounded in the real migration diff. That diff-aware data-model is the headline; reach for a split diff of the literal SQL only when the exact statement still matters, not by default.
  • API / action / route changeapi-endpoint with the method, path, params, request, and responses as they are after the change. Flag each changed param/response with change (and was on a param whose type/shape changed), and set change on the endpoint root for a wholly added or removed route. Mark removed endpoints with deprecated: true and explain in prose. Keep multiple API endpoints in the normal single-column document flow unless they are an explicit before/after contract comparison. Author each request/response example as a SINGLE valid JSON value — one top-level object or array, parseable on its own — so it renders in the collapsible JSON explorer. Do not put // or /* */ comments, prose, trailing commas, or two or more concatenated top-level objects inside one example; a non-parseable body falls back to flat text and loses the explorer. When an endpoint has several distinct message shapes (for example separate websocket frame types, or a success body versus an error body), give each its OWN example with its own label rather than cramming them into one body.
  • Compatibility-sensitive change → short rich-text notes beside the relevant data-model / api-endpoint block. Name the changed field, endpoint, or behavior and mark whether it is breaking, risky, or non-breaking; pair that note with a split diff for the literal lines.
  • Any meaningful code hunkdiff with mode: "split", carrying the real before / after text and the filename / language. Split mode is the default for recap code review because before/after legibility is the point; use mode: "unified" only for a genuinely narrow standalone hunk where side-by-side would hide the code. Give every diff a one-line summary saying what the hunk changes and why; it renders as a description above the code so the reviewer reads intent first. Never leave a diff unlabeled. For the KEY changed files, attach annotations to the diff so the recap calls out what each important hunk does — this is the headline affordance for annotating the key files updated. Each annotation anchors to the AFTER-side line numbers by default (set side: "before" to point at removed lines). Keep it to a few high-signal notes per file, not one per line. When several key files each need a substantial diff, introduce the group with a rich-text heading block whose markdown is ## Key changes, then place the diff blocks under it in a reusable tabs block with horizontal orientation (the default — omit orientation) so the selected file's split diff gets the full document width. Let that heading label the section — do NOT also set a title on the tabs block. Keep each tab label to the file path or a short basename plus directory hint. The renderer's wide document layout is intentionally allowlisted: diff, annotated-code, vertical tabs, and tabs containing diff-like children break out wider than prose. Do not put API endpoints, OpenAPI specs, data models, JSON explorers, wireframes, question forms, or custom HTML into tabs merely to make them wide. If the recap ends with more than one supporting diff, that trailing diff appendix should be one horizontal tabs block under its own ## Key changes heading, not a stack of separate diff blocks.
  • Brand-new file or a substantial added block with no meaningful "before"annotated-code rather than a one-sided split diff. Carry the real new code with its filename / language and anchor a few high-signal notes to the lines that matter so the reviewer reads what the new code does, not code for code's sake. Keep split diff for true before/after hunks where the removed lines still carry meaning, and group several annotated walkthroughs in a horizontal tabs block the same way diffs are grouped.
  • Files added / removed / renamedfile-tree with each entry's change flag (added, removed, modified, renamed) and a short note; attach a snippet only when one tells the reviewer something the path does not.
  • Rendered UI / interaction change → one or more wireframes showing the visible UI delta before the reviewer reads code. Use Before / After wireframes when the comparison clarifies the change; otherwise use after-only or a short state/flow sequence. Use realistic UI surfaces: for a popover change, show a popover with its title row, top-right actions, options/fields, tabs, selected/disabled states, people/lists/rows, and any opened prompt/menu anchored to the correct trigger. If a route was added, show the route body and the unavailable/empty state when the diff implements one. If permissions changed, show what managers can do and what viewers/non-managers see instead. Keep the body lean: the wireframe carries the UI story, while the file tree and diff blocks carry implementation evidence.
  • Architecture or data-flow shiftdiagram with data.html / data.css as a two-panel before/after, layered, or swimlane layout, or mermaid for a quick graph. Use two-dimensional layouts; do not reduce a structural change to a left-to-right chain. Do not use diagram as a stand-in for rendered UI controls; UI changes need wireframe blocks. Author diagram HTML/CSS with the renderer-owned .diagram-* primitives (.diagram-panel, .diagram-node, .diagram-pill, [data-rough], …) and the same --wf-* theme tokens references/wireframe.md defines — never font-family, hex, rgb/hsl literals, or one-off dark/light palettes. Choose the outer frame intentionally: recap diagrams usually benefit from frame: "show" when they stand alone, but use frame: "hide" when columns, tabs, a card, or the diagram's own panels already provide the boundary.
  • Outcome-first narrativerich-text for the "what changed and why" prose: the objective the diff served, the key decisions visible in it, and the risks a reviewer should weigh. This is the only place the model writes freely.

Block reference — call get-plan-blocks, do not memorize tags

The conceptual block names above (api-endpoint, data-model, json-explorer, tabs, …) are NOT the JSX tags you author with, and the exact tags, required fields, and prop shapes change as the block library evolves. Do not author from memorized tags — they drift and silently produce a wrong tag (ApiEndpoint instead of Endpoint, JsonExplorer instead of Json, Tabs instead of TabsBlock) that errors on import.

Shortened here. Read the whole file on GitHub.

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github.com/builderio/agent-native