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dynamics

Find, classify, triage, re-implement and verify a source site's dynamic surface (APIs, search, forms, modals, media, tags, client-rendered and sheet-backed content) during a migration to a platform. Migration-bound — invoked by prepare-migration, replica, migrate and rollout, or standalone on an already-migrated site; never for redesign-only work.

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adobe/skills
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October 23, 2026 at 20:06
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name
dynamics
description
Find, classify, triage, re-implement and verify a source site's dynamic surface (APIs, search, forms, modals, media, tags, client-rendered and sheet-backed content) during a migration to a platform. Migration-bound — invoked by prepare-migration, replica, migrate and rollout, or standalone on an already-migrated site; never for redesign-only work.
license
Apache-2.0
compatibility
Requires Node 22+, Playwright with Chromium resolvable from the project, playwright-cli on PATH, and the impeccable skill (github.com/pbakaus/impeccable) installed alongside stardust.
# stardust:dynamics — the dynamic surface of a migration Static migration treats a page as content and layout. This skill treats it as **behaviour**: everything the source renders from JavaScript, a service or a data source, and everything the target host cannot serve the same way. Three real migrations found the same thing: the dynamic surface is invisible to a block-scoped, pixel-verified pipeline — and invisible in a way every gate certifies as correct. Modals rendered as links, video pills as CTAs without targets, a search box as a 404, forms that rendered and could not submit. This skill makes that surface visible and forces a decision per row **before import**, then proves the behaviour after delivery. It never blocks the static path; every page must still work as a static page. ## When it runs — migration-bound, default-on there, never elsewhere | entry point | what runs here | |---|---| | `prepare-migration` Phase 4.5 · `replica` Phase 2 | Phases 1–3 (detect on archetypes, classify, triage) — the pre-import gate | | `migrate` Phase 1 | safety net: no inventory → run Phases 1–3 now (hand-run `extract → direct → prototype → migrate` never passed a gate) | | `deploy` | reads the inventory as brief input (fallback rows, `#modal` markers, endpoint config; never flatten `client-only` / modal-bearing sections) | | `rollout` B2 · D2 | B2 verifies the inventory against fresh evidence; D2 = Phase 4 for the `self` set + one owner batch | | `qa` `dynamics` check · rollout report | Phase 5 replay of `parity.json` | | **standalone** `$stardust dynamics <origin>` | all phases on a site that was already migrated without them | `uplift`, `audit` and a bare `extract` never trigger it: dynamics is a migration concern (EDS today, other platforms later), not a redesign one. ## Phase 1 — Detect `node skills/dynamics/scripts/dynamics-detect.mjs --from-state stardust/state.json --out stardust/current [--reach stardust/current]` (or `--urls` one per archetype + the home page). Depth on archetypes, reach from the crawl's `extract --dynamics` per-page signals. Output `stardust/current/_dynamics.json` + `dynamic-features.generated.md`. Evidence only. `reference/classes-and-signals.md`. For every search form found, run one probe term on the SOURCE and record what it shows — the visible result count, the top titles (≤ 3), one known hit — as `expectCount` / `expectTitles` / `expectIncludes` on the feature's `search-query` check (Phase 5; a spec's `knowledge/search-probes.json` already holds them); without them the rebuilt search can only be checked for presence. ## Phase 2 — Classify Every finding gets a class from `L S F M V T A R X I18N CR D`; known vendors resolve to a role through `scripts/vendors.json`; unknown third-party hosts stay visible as "inspect". When a target host exists, `dynamics-plan.mjs --target-origin <host>` probes every recorded first-party API path there and marks dead ones **host-bound** — the signal a pixel gate reports as "band shorter". ## Phase 3 — Triage (the gate output) `node skills/dynamics/scripts/dynamics-plan.mjs [--target-origin …] [--migrated stardust/migrated] [--knowledge] [--chrome] --out stardust/dynamics` drafts one row per finding with the four axes pre-filled — **class · disposition · reproducibility · status** — plus pattern, phase, the owner decision and `target`, the delivery form (`widget` where no authored rows remain — `reference/triage.md` § Target); `--knowledge` adds a spec's curated features, decisions from its open questions; `--chrome` a row per header-contract family (cart and account decide their backend, the UI ships). Curate it into `stardust/dynamic-features.md` (§ Listings contract + § Features + § Decision batch + § Register) and `stardust/dynamic-features-plan.md`. `reference/triage.md` is the contract. Rules that decide the shape of the phase: - **Reconcile against the migrated output** before scheduling anything. - Only reproducibility `self` ships autonomously; everything else is **one decision batch**. - Never fabricate copy for a blank client-rendered capture; never auto-wire a `regulated-pii` form; a search box implies a results page; decided-out is explicit and owner-stated — a hands-off assumption never writes it. - **Gate:** a row without a disposition fails prepare-migration 4.5 / replica Phase 2 / rollout B2. The static migration continues regardless. - **Martech only on request:** when the owner asks to keep tags or consent, add `--martech` (`reference/martech.md`); everything is scaffolded off. ## Phase 4 — Implement (per plan phase) From `reference/patterns.md` (catalogue + contracts + embedded example mechanisms), `reference/listings.md`, `reference/off-origin-data.md`, `reference/forms.md`, `reference/locale-trees.md`. Principles that held on three sites: static first, then wire · authoring contract before code · no owner input, no waiting (ship the interim tier, name the decision) · existing library first (feed it, do not fork it) · decided-out is explicit. Each phase ends with the flow verified on the published origin at 1440 and 360, a parity row, a journal entry and a commit. Tooling: `snapshot-api.mjs`, `snapshot-forms.mjs`, `sync-sheets.mjs`. **The query index comes from `helix-query.yaml` in the code branch** — commit, push, publish live, poll — never from a configuration-service write; the sheet-backed interim index only when the branch is not writable (`reference/listings.md` § Getting an index at all). **Search** follows `reference/patterns.md` § search-index-backed. **Listings and data-fed bands are document-first**: the document carries the item text as authored rows, the block reads the index or snapshot only for non-text fields and top-up (`reference/listings.md` § Block contract; why: `deploy/reference/ai-readability.md`). ## Phase 5 — Verify: dynamic parity Write `stardust/dynamics/parity.json` (`reference/parity-report.md`) with replayable checks from the closed set; `node skills/dynamics/scripts/dynamics-check.mjs --origin <published origin> [--auth-header … | --token-env SITE_TOKEN]` writes `stardust/qa/dynamics-report.md`. **Flows, not presence.** A `search-query` check compares the result COUNT and the top titles with the source's recorded values — a count mismatch fails. The site secret rides an origin-scoped route filter only; third-party request statuses are recorded next to every assertion. ## Hands-off resolutions | gate | resolution | |---|---| | owner decision (backend, tags on the new host, datasource ownership, locale scope) | ship the interim tier, record the decision by name in the plan and parity report, continue — never as `decided-out`, which takes an owner's statement or a hard blocker | | unknown third-party host | classify from the XHR body; else `T` "inspect" — never drop silently | | blank client-rendered capture | hard content gap → human-capture batch; never migrate blank | | regulated-pii form | UI rebuilt, submission blocked, mandatory decision | | hand-off target unreachable from the test network | `environment-limit` row with the egress region; not a defect | | content source cannot receive submissions | local capture with an explicit "no backend connected" message; decision named | ## Hard blockers (`event: "blocked"`) Source unreachable from the probe network; target config not writable when endpoint indirection is required; an interim tier that would capture regulated data (record as decided-out instead). ## Artifacts `stardust/current/_dynamics.json`, `dynamic-features.generated.md` · `stardust/dynamics/dynamic-features.generated-plan.{md,json}` · `stardust/dynamic-features.md`, `stardust/dynamic-features-plan.md` (curated) · `helix-query.yaml` (listings + search, committed in the code branch) · `data/<feature>/*.json` + `_provenance.json` (snapshots, code bus) · `scripts/site-config.js` (owner-facing integrations, disabled) · `stardust/martech-contract.json`, `martech-handoff.md`, `scripts/martech.js` (opt-in) · `stardust/dynamics/parity.json` · `stardust/qa/dynamics-report.{md,json}` · register rows · journal + status lines. ## References - `reference/classes-and-signals.md` — the class axis, detector procedure, vendor table policy, origin-bound probe. - `reference/triage.md` — the four axes, rules, the inventory file format. - `reference/patterns.md` — catalogue: contracts + verification per pattern, example mechanisms. - `reference/listings.md` — metadata contract + query-index mechanics (formerly rollout's dynamic-listings). - `reference/off-origin-data.md` — feeding an existing library off-origin; sheet-backed data; chrome URL space. - `reference/forms.md` — controls not form tags; intake by content source; regulated data. - `reference/parity-report.md` — schema, check types, rules. - `reference/locale-trees.md` — I18N as a tree. - `reference/martech.md` — opt-in martech contract, owner enablement, runtime, verification. - `scripts/` — `dynamics-detect.mjs`, `dynamics-plan.mjs`, `dynamics-check.mjs`, `snapshot-api.mjs`, `snapshot-forms.mjs`, `sync-sheets.mjs`, `vendors.json`, `lib.mjs`, `martech.mjs`.
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