Hackernews
sigcli/sigcli
Interact with Hacker News (news.ycombinator.com) — browse top, new, and best stories, read item details and comment threads, look up user profiles, and search posts via Algolia.
Agent skill
Algolia Reference Architecture
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations.
Install Algolia Reference Architecture
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-reference-architecture --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/algolia-reference-architecture .claude/skills/algolia-reference-architecture && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "algolia-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architecture into .claude/skills/algolia-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-reference-architecture", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architectureType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-reference-architecture --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/algolia-reference-architecture .agents/skills/algolia-reference-architecture && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "algolia-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architecture into .agents/skills/algolia-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-reference-architecture", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-reference-architecture --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/algolia-reference-architecture .cursor/skills/algolia-reference-architecture && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "algolia-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architecture into .cursor/skills/algolia-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-reference-architecture", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/algolia-reference-architecture--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-reference-architecture --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/algolia-reference-architecture .gemini/skills/algolia-reference-architecture && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "algolia-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architecture into .gemini/skills/algolia-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-reference-architecture", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-reference-architectureInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/algolia-reference-architecture .github/skills/algolia-reference-architecture && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "algolia-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architecture into .github/skills/algolia-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-reference-architecture", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-reference-architecture --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/algolia-reference-architecture .opencode/skills/algolia-reference-architecture && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "algolia-reference-architecture" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-reference-architecture into .opencode/skills/algolia-reference-architecture/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-reference-architecture", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
algolia-reference-architecture- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 384 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations.
- Works in 6 steps: Map current components, data stores,… → Define the record contract, stable… → Choose query and UI boundaries,… → …
- Establishing system boundaries
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Algolia Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations. Use when establishing system boundaries or evaluating an existing integration. Trigger with "Algolia architecture", "design search platform", or "review Algolia integration".
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code
It sits in Backend & APIs, covering Search implementation. It works with Algolia. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
When your agent uses it
- Establishing system boundaries
- Evaluating an existing integration
- With Algolia architecture
- Design search platform
Example prompts
- “Algolia architecture”
- “design search platform”
- “review Algolia integration”
- “/algolia-reference-architecture”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Map current components, data stores, producers, consumers, credentials, indices, and deployment environments.
- Define the record contract, stable identity, deletion semantics, settings ownership, and freshness objective.
- Choose query and UI boundaries, including browser versus server execution and tenant restrictions.
- Add event flow only where consent, user-token, query-ID, and validation requirements are owned.
- Model failures for source lag, partial indexing, key denial, provider degradation, and relevance regressions.
- Produce architecture decisions, interfaces, tests, observability, rollout, and rollback.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
algolia.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
Algolia Reference Architecture loads about 1k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 384 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 384 words, ~1,030 tokens.
Download SKILL.mdSave it as
.claude/skills/algolia-reference-architecture/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- algolia-reference-architecture
- description
- Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations. Use when establishing system boundaries or evaluating an existing integration. Trigger with "Algolia architecture", "design search platform", or "review Algolia integration".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code
- argument-hint
- [repository-path] [system-scope]
- version
- 1.8.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, algolia, architecture
- model
- inherit
- effort
- medium
Algolia Reference Architecture
Overview
This skill produces an evidence-backed architecture tailored to the repository. It avoids presenting optional Algolia products or provider features as mandatory and makes trust, data, and failure boundaries explicit.
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
- The source system remains authoritative; Algolia is a derived search projection.
- Separate indexing, browser search, server search, events, analytics, and workforce administration trust zones.
- Version record transforms and search configuration with the application.
- Design task completion, reconciliation, observability, and rollback before production cutover.
Authentication
Assign distinct least-privilege credentials to each machine actor and use provider team controls for human access. Generate tenant-scoped secured keys only on trusted servers.
Instructions
- Map current components, data stores, producers, consumers, credentials, indices, and deployment environments.
- Define the record contract, stable identity, deletion semantics, settings ownership, and freshness objective.
- Choose query and UI boundaries, including browser versus server execution and tenant restrictions.
- Add event flow only where consent, user-token, query-ID, and validation requirements are owned.
- Model failures for source lag, partial indexing, key denial, provider degradation, and relevance regressions.
- Produce architecture decisions, interfaces, tests, observability, rollout, and rollback.
Show full SKILL.md (119 more words)Show less
Approval Boundaries
Do not select paid features, centralize unrestricted credentials, or authorize a migration solely from a generic reference diagram.
Output
Return the as-is and proposed boundaries, data and trust flows, decision records, interfaces, failure modes, security controls, validation plan, and phased rollout.
Error Handling
| Condition | Response |
|---|---|
| Repository contradicts assumed topology | Follow repository evidence and revise the design. |
| Feature entitlement unknown | Mark it optional pending current account confirmation. |
| Trust boundary crosses browser | Replace write access with a backend capability. |
| Rollback projection missing | Add a retained prior target or rebuild path. |
Examples
Use this compact input and expected handoff to calibrate scope and evidence quality.
Input:
scope=catalog-search; source=postgres; consumers=web,mobile; tenants=120Expected handoff:
projection=versioned; browser=secured-search; indexing=job-key; rollback=prior-indexResources
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/algolia-reference-architecture of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Algolia Reference Architecture next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Algolia Reference Architecture this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1k | Automated safety check: Pass | MIT | |
| Hackernewssigcli/sigcli | 293 | — | ~2k | Automated safety check: Pass | MIT | |
| Algolia Searchdavila7/claude-code-templates | 33k | 4 repos | ~492 | Automated safety check: Pass | MIT | |
| Algoliazapier/connectors | 177 | — | ~4.2k | Automated safety check: Pass | Elastic-2.0 | |
| Browsing Hackernewsbrowsing-skills/browsing-skills | 117 | — | ~387 | Automated safety check: Pass | MIT | |
| Pp Algoliamvanhorn/printing-press-library | 2.1k | — | ~8k | Automated safety check: Notes | Apache-2.0 |
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Related
Works with
Categories
Questions about Algolia Reference Architecture
What does Algolia Reference Architecture do?
Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations. Algolia Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design or review an Algolia search architecture across source data, indexing, query, UI, events, and operations.
When should I use Algolia Reference Architecture?
Algolia Reference Architecture fits situations like: establishing system boundaries; evaluating an existing integration; with Algolia architecture; design search platform.
How do I install Algolia Reference Architecture in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a claude-code`. Or copy the skill folder (skills/.curated/algolia-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/algolia-reference-architecture in your project. Claude Code loads it when a task matches its description.
How do I install Algolia Reference Architecture in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a codex`. Or copy the skill folder (skills/.curated/algolia-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/algolia-reference-architecture in your project. Codex loads it when a task matches its description.
Can I use Algolia Reference Architecture in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-reference-architecture -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/algolia-reference-architecture, .gemini/skills/algolia-reference-architecture, .github/skills/algolia-reference-architecture and .opencode/skills/algolia-reference-architecture in your project.
What does Algolia Reference Architecture need to run?
SKILL.md names no scripts, command-line tools or credentials: Algolia Reference Architecture is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code.
Does Algolia Reference Architecture access the network?
SKILL.md names 1 domain. As links in the text: algolia.com. This is read from the text; nothing was executed.
Is Algolia Reference Architecture safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Algolia Reference Architecture use?
Algolia Reference Architecture is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Algolia Reference Architecture use?
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 333 tokens, read only when the agent opens those files.
What are the alternatives to Algolia Reference Architecture?
Skills that share tags, products or a category with Algolia Reference Architecture: Hackernews (sigcli/sigcli, 293 stars), Algolia Search (davila7/claude-code-templates, 33k stars), Algolia (zapier/connectors, 177 stars) and Browsing Hackernews (browsing-skills/browsing-skills, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Algolia Reference Architecture?
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.