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algolia-local-dev-loop

Create a fast local development loop for Algolia record transforms and search behavior without contaminating shared indices

Install / Use

npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-local-dev-loop

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

88/100

Supported Platforms

Universal

Our assessment of algolia-local-dev-loop

algolia-local-dev-loop scores 88/100 on our quality scale, 1430th of 4,659 Development & Engineering skills we index (top 31%).

Its SKILL.md is 3.8 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
15/15
Adoption
15/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 8 days ago, so algolia-local-dev-loop 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.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-10-02. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

algolia-local-dev-loop compared with similar skills

All 4 of these similar skills score higher than algolia-local-dev-loop; compare them before choosing.

SkillScoreStarsUpdatedFormat
algolia-local-dev-loop (this skill)by jeremylongshore882.8k8d agoSKILL.md
ai-job-searchby MadsLorentzen10044.8ktodayCLAUDE.md
claude-howtoby luongnv8910041.7k2d agoCLAUDE.md
algorithmic-artby anthropics100177.9k10d agoSKILL.md
pptxby anthropics100177.9k10d agoSKILL.md

Frequently asked questions

How do I install algolia-local-dev-loop?
Run npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-local-dev-loop. The install tabs above show the steps for each supported agent.
Which AI agents does algolia-local-dev-loop 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-local-dev-loop safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. 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-local-dev-loop still maintained?
The repository was last updated 8 days ago, so algolia-local-dev-loop is actively maintained.

name: algolia-local-dev-loop description: >- Create a fast local development loop for Algolia record transforms and search behavior without contaminating shared indices. Use when iterating on search code, fixtures, or client wrappers. Trigger with "Algolia local development", "mock Algolia", or "test search locally". argument-hint: "[repository-path] [test-mode]" allowed-tools: Read, Glob, Grep, WebFetch, Write, Edit version: 1.8.0 author: Jeremy Longshore jeremy@intentsolutions.io license: MIT tags:

  • saas
  • algolia
  • development model: inherit effort: medium compatibility: Designed for Claude Code

Algolia Local Development Loop

Overview

This skill combines deterministic offline tests with an optional disposable-index integration test. It makes the local loop useful without pretending a mock reproduces provider ranking, task timing, or authorization.

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

  • Keep record transformation and query construction in pure functions that can be tested offline.
  • Mock only the application-owned client boundary, not internal SDK implementation details.
  • Use unique disposable index names for live checks and never reuse production credentials.
  • Wait for write tasks and clean up live fixtures explicitly.

Authentication

Offline tests need no credential. Optional live tests use a custom key restricted to the disposable prefix and are disabled when credentials are absent.

Instructions

  1. Inspect the current client wrapper, package scripts, fixtures, and test framework.
  2. Extract pure record-shaping and query-building functions with focused unit tests.
  3. Create a typed adapter and mock its application-level responses and failures.
  4. Add an opt-in live test that validates a generated disposable index name.
  5. Write known records, wait, query, assert, and clean up while retaining task receipts.
  6. Document how developers select offline versus live mode and how stale test indices are reported.

Approval Boundaries

Do not require live credentials for the default test command, share a personal Admin key, or clean up any index outside the validated disposable prefix.

Output

Return the local scripts, test boundary, fixtures, live-test guard, cleanup behavior, and evidence for both credential-free and optional integration modes.

Error Handling

| Condition | Response | |---|---| | Credential absent | Run offline tests and report the live test as skipped. | | Mock diverges from adapter | Update the adapter contract and its typed fixture together. | | Disposable prefix invalid | Fail before any network write. | | Cleanup fails | Report the exact retained index for manual review. |

Examples

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

Input:

mode=offline-default; integration=ALGOLIA_LIVE_TEST=1; prefix=dev-$USER-$RUN

Expected handoff:

unit=pass; live=skipped; production-index-access=none

Resources

Related Skills

View on GitHub
GitHub Stars2.8k
CategoryDevelopment
Updated8d 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