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.
Design and audit the data lifecycle for records and user events sent to Algolia.
Install Algolia Data Handling
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-data-handling -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-data-handling --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-data-handling .claude/skills/algolia-data-handling && 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-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-data-handling into .claude/skills/algolia-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-data-handling", 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-data-handlingType 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-data-handling -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-data-handling --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-data-handling .agents/skills/algolia-data-handling && 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-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-data-handling into .agents/skills/algolia-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-data-handling", 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-data-handling -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-data-handling --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-data-handling .cursor/skills/algolia-data-handling && 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-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-data-handling into .cursor/skills/algolia-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-data-handling", 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-data-handling--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-data-handling -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace algolia-data-handling --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-data-handling .gemini/skills/algolia-data-handling && 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-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-data-handling into .gemini/skills/algolia-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-data-handling", 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-data-handlingInstalls 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-data-handling -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-data-handling .github/skills/algolia-data-handling && 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-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-data-handling into .github/skills/algolia-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-data-handling", 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-data-handling -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-data-handling --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-data-handling .opencode/skills/algolia-data-handling && 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-data-handling" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/algolia-data-handling into .opencode/skills/algolia-data-handling/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "algolia-data-handling", 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-data-handling- GitHub stars
- 2.8k
- Token cost
- ~1k tokens
- SKILL.md length
- 407 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Design and audit the data lifecycle for records and user events sent to Algolia.
- Works in 6 steps: Inventory record fields, derived… → Classify each field by purpose,… → Remove unnecessary fields before… → …
- Minimizing indexed fields
- 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 Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. 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".
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
- Minimizing indexed fields
- Handling deletion requests
- Documenting retention and privacy boundaries
- With Algolia privacy
Example prompts
- “Algolia privacy”
- “delete Algolia user data”
- “index data review”
- “/algolia-data-handling”
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.
- 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.
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 Data Handling loads about 1k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 75 tokens; SKILL.md has 407 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). 407 words, ~1,037 tokens.
Download SKILL.mdSave it as
.claude/skills/algolia-data-handling/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- 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".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code
- argument-hint
- [repository-path] [dataset-or-request-id]
- version
- 1.8.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, algolia, privacy
- model
- inherit
- effort
- medium
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.
Show full SKILL.md (202 more words)Show less
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_searchExpected handoff:
records=removed-and-verified; events=requested; legal-determination=not-madeResources
© 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-data-handling of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Algolia Data Handling 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 Data Handling 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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Questions about Algolia Data Handling
What does Algolia Data Handling do?
Design and audit the data lifecycle for records and user events sent to Algolia. Algolia Data Handling is an agent skill from jeremylongshore/tons-of-skills-marketplace. Design and audit the data lifecycle for records and user events sent to Algolia.
When should I use Algolia Data Handling?
Algolia Data Handling fits situations like: minimizing indexed fields; handling deletion requests; documenting retention and privacy boundaries; with Algolia privacy.
How do I install Algolia Data Handling in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-data-handling -a claude-code`. Or copy the skill folder (skills/.curated/algolia-data-handling in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/algolia-data-handling in your project. Claude Code loads it when a task matches its description.
How do I install Algolia Data Handling in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill algolia-data-handling -a codex`. Or copy the skill folder (skills/.curated/algolia-data-handling in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/algolia-data-handling in your project. Codex loads it when a task matches its description.
Can I use Algolia Data Handling 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-data-handling -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-data-handling, .gemini/skills/algolia-data-handling, .github/skills/algolia-data-handling and .opencode/skills/algolia-data-handling in your project.
What does Algolia Data Handling need to run?
SKILL.md names no scripts, command-line tools or credentials: Algolia Data Handling 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 Data Handling 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 Data Handling 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 Data Handling use?
Algolia Data Handling 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 Data Handling 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 Data Handling?
Skills that share tags, products or a category with Algolia Data Handling: 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 Data Handling?
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.