algolia-data-handling
Design and audit the data lifecycle for records and user events sent to Algolia
Install / Use
npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-data-handlingInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Content & MediaSupported Platforms
Our assessment of algolia-data-handling
algolia-data-handling scores 85/100 on our quality scale, 558th of 922 Content & Media skills we index.
Its SKILL.md is 4.0 KB long, well organised into 12 sections with 2 code examples: a solid amount of guidance for an agent.
With 2,785 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 6 days ago, so algolia-data-handling is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
algolia-data-handling compared with similar skills
All 4 of these similar skills score higher than algolia-data-handling; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| algolia-data-handling (this skill)by jeremylongshore | 85 | 2.8k | 6d ago | SKILL.md |
| siyuanby siyuan-note | 100 | 46.6k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 9d ago | SKILL.md |
Frequently asked questions
- How do I install algolia-data-handling?
- Run
npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-data-handling. The install tabs above show the steps for each supported agent. - Which AI agents does algolia-data-handling work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is algolia-data-handling safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is algolia-data-handling still maintained?
- The repository was last updated 6 days ago, so algolia-data-handling is actively maintained.
Skill content
View source on GitHubname: algolia-data-handling description: >- Design and audit the data lifecycle for records and user events sent to Algolia. Use when minimizing indexed fields, handling deletion requests, or documenting retention and privacy boundaries. Trigger with "Algolia privacy", "delete Algolia user data", or "index data review". argument-hint: "[repository-path] [dataset-or-request-id]" allowed-tools: Read, Glob, Grep, WebFetch, Write, Edit version: 1.8.0 author: Jeremy Longshore jeremy@intentsolutions.io license: MIT tags:
- saas
- algolia
- privacy model: inherit effort: medium compatibility: Designed for Claude Code
Algolia Data Handling Review
Overview
This skill maps which data leaves the source system, how it becomes searchable records or events, and how correction and deletion propagate. It does not claim legal compliance; it produces technical evidence for the responsible privacy owner.
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
- Index only fields required for retrieval, ranking, filtering, display, or approved analytics.
- Treat
attributesToRetrieveas response shaping, not as a substitute for excluding sensitive data from records. - Keep source-system identity mappings so corrections and deletions are reproducible.
- Handle record deletion and Insights user-token deletion as separate surfaces with separate evidence.
Authentication
Use a restricted backend write key for record changes and the documented authorization for user-data deletion. Never include raw secrets or direct personal identifiers in logs or example events.
Instructions
- Inventory record fields, derived attributes, event fields, user tokens, environments, and downstream exports.
- Classify each field by purpose, sensitivity, source authority, and deletion requirement.
- Remove unnecessary fields before indexing and test that UI and ranking behavior still work.
- Implement idempotent correction and deletion paths with request IDs and target indices.
- Verify absence using bounded lookups and preserve evidence without retaining the deleted value.
- Document retention ownership, incident escalation, and gaps for privacy or legal review.
Approval Boundaries
Do not make legal conclusions, bulk-delete records, change retention policy, or expose protected values while verifying a request.
Output
Return the data-flow map, field inventory, minimization changes, deletion/correction procedure, verification evidence, unresolved provider retention questions, and named policy owner.
Error Handling
| Condition | Response | |---|---| | Identity mapping missing | Stop and reconcile the source identity before deletion. | | Deletion task incomplete | Retain the task ID and verify state before closing. | | Event token contains PII | Stop sending it and escalate remediation. | | Policy answer unavailable | Record the question for the privacy owner or provider. |
Examples
Use this compact input and expected handoff to calibrate scope and evidence quality.
Input:
request=privacy-123; surfaces=records,events; indices=customer_search
Expected handoff:
records=removed-and-verified; events=requested; legal-determination=not-made
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
