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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-handling

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

85/100

Supported Platforms

Universal

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.

Substance
26/30
Structure
18/20
Description
12/15
Adoption
15/20
Freshness
15/15

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.

SkillScoreStarsUpdatedFormat
algolia-data-handling (this skill)by jeremylongshore852.8k6d agoSKILL.md
siyuanby siyuan-note10046.6ktodayMCP Server
algorithmic-artby anthropics100177.9k7d agoSKILL.md
pptxby anthropics100177.9k7d agoSKILL.md
designby nextlevelbuilder100130.2k9d agoSKILL.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.

name: 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 attributesToRetrieve as 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

  1. Inventory record fields, derived attributes, event fields, user tokens, environments, and downstream exports.
  2. Classify each field by purpose, sensitivity, source authority, and deletion requirement.
  3. Remove unnecessary fields before indexing and test that UI and ranking behavior still work.
  4. Implement idempotent correction and deletion paths with request IDs and target indices.
  5. Verify absence using bounded lookups and preserve evidence without retaining the deleted value.
  6. 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

Resources

Related Skills

View on GitHub
GitHub Stars2.8k
CategoryContent
Updated6d ago
Forks404

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions