Algolia Search Migration

Overview

This skill treats migration as a measured compatibility program: source data, query semantics, ranking, filters, UI behavior, traffic, and rollback are assessed separately before cutover.

Prerequisites

• A named repository, environment, and Algolia application or index in scope
• The local lockfile and installed client types as implementation authority
• A safe read-only query or explicitly disposable test target
• Current first-party documentation for any provider behavior that affects the change

Tool Discipline

Use Read, Glob, and Grep to inspect local code, configuration names, tests, and dependency versions. Use WebFetch only for current official Algolia documentation. Use Write or Edit only after identifying the target files, constraints, and verification plan.

Current Contract

• Preserve the source system as the rollback authority until acceptance criteria pass.
• Translate capabilities from observed queries and product journeys, not feature-name similarity.
• Build a new target index and avoid in-place destructive conversion.
• Compare relevance with a representative, owner-approved query set and explicit tolerances.

Authentication

Use separate least-privilege credentials for source reads, Algolia writes, and browser search. Keep all secret material outside migration artifacts.

Instructions

1. Inventory source schema, analyzers, queries, filters, facets, ranking behavior, traffic, and operational constraints.
2. Define the Algolia record model, stable IDs, settings, synonyms, rules, and unsupported semantic gaps.
3. Backfill a new target index from a reproducible source snapshot and retain task receipts.
4. Run structural checks, representative query comparisons, latency observations, and UI acceptance tests.
5. Shadow or canary traffic when available, with named rollback thresholds and owners.
6. Cut over only after approval, then reconcile drift and retain the rollback window.

Approval Boundaries

Do not overwrite the current production index, declare relevance equivalence from a few queries, or retire the source system before rollback expiry.

Output

Return the capability map, data transform, gap register, backfill evidence, query comparison, cutover plan, acceptance decision, and rollback procedure.

Error Handling

Condition	Response
Unsupported query feature	Document the gap and design an approved product alternative.
Record counts differ	Reconcile filtering, deletes, and source snapshot boundaries.
Relevance regresses	Keep source traffic and tune against the approved query set.
Rollback data drifts	Define dual-write or replay before cutover.

Examples

Use this compact input and expected handoff to calibrate scope and evidence quality.

Input:

source=legacy-search; snapshot=snap-184; target=products_algolia_next

Expected handoff:

records=reconciled; query-suite=198/200; two-gaps=owner-review; cutover=not-started

Resources

• Skill-specific official documentation
• Sending and managing data
• Relevance
• API keys