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Agent skill

Brightdata Reference Architecture

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones.

MITAuto-check passed

Install Brightdata Reference Architecture

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill brightdata-reference-architecture -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace brightdata-reference-architecture --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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/brightdata-reference-architecture .claude/skills/brightdata-reference-architecture && rm -rf skills-src

Use ~/.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/

Facts

Skill name
brightdata-reference-architecture
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
358 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones.

  • Works in 4 steps: Discover the existing planes → Define the topology → Apply cross-cutting controls → …
  • Reviewing a production topology
  • SKILL.md covers Overview, Prerequisites, Instructions and Tool Discipline, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Brightdata Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones. Use when designing or reviewing a production topology. Trigger with: "architect a Bright Data system", "draw Bright Data trust boundaries", "review collection architecture".

Its SKILL.md is about 1.1k 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: Requires an approved public-data use case, named system owners, and current Bright Data product documentation

It works with Bright Data. 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

  • Reviewing a production topology
  • With: architect a Bright Data system
  • Draw Bright Data trust boundaries
  • Review collection architecture

Example prompts

  • “architect a Bright Data system”
  • “draw Bright Data trust boundaries”
  • “review collection architecture”
  • “/brightdata-reference-architecture”

Requirements

  • Compatibility (from SKILL.md): Requires an approved public-data use case, named system owners, and current Bright Data product documentation
  • Pre-approved tools (allowed-tools): Read, Grep, Write, Edit

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. Discover the existing planes
  2. Define the topology
  3. Apply cross-cutting controls
  4. Challenge the design

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:

    • Read
    • Grep
    • Write
    • Edit

    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):

    • docs.brightdata.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

    Requires an approved public-data use case, named system owners, and current Bright Data product documentation

    From compatibility in the SKILL.md frontmatter.

Context cost

Brightdata Reference Architecture loads about 1.1k tokens when it runs, and up to ~1.3k if it reads all its reference files. Until then it costs about 87 tokens; SKILL.md has 358 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~87
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.3k

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). 358 words, ~1,093 tokens.

Download SKILL.mdSave it as .claude/skills/brightdata-reference-architecture/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
brightdata-reference-architecture
description
Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones. Use when designing or reviewing a production topology. Trigger with: "architect a Bright Data system", "draw Bright Data trust boundaries", "review collection architecture".
allowed-tools
Read, Grep, Write, Edit
compatibility
Requires an approved public-data use case, named system owners, and current Bright Data product documentation
version
2.0.0
argument-hint
[system-or-design-path]
model
inherit
effort
high
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, web-data, bright-data, reference-architecture, operations

Bright Data Governed Collection Architecture

Overview

Design collection as a policy-governed data pipeline, not a direct application call. Separate human approval and configuration from collection workers, then quarantine and validate all results before any trusted consumer or external destination receives them.

Prerequisites

  • Approved purpose, targets, fields, products, retention, recipients, and owners
  • Current proxy, Browser API, scraper, snapshot, and delivery requirements
  • Platform identity, queue, storage, policy, and observability capabilities

Instructions

Step 1: Discover the existing planes

Read design and runtime files and Grep for Bright Data credentials, zones, API endpoints, browser sessions, queues, snapshot storage, and downstream destinations. Mark every trust transition and uncontrolled shortcut.

Step 2: Define the topology

Write or Edit an architecture with these responsibilities:

text
Approval + workload registry -> admission controller -> bounded collection workers
                                                   -> quarantine storage
Quarantine -> schema/policy validation -> approved internal consumer
                                    \-> approved snapshot delivery destination
Telemetry <- redacted events, error classes, usage units, and decision receipts

Keep proxy and Browser API credentials in worker-specific secret bindings and REST API keys in authorized control-plane identities.

Step 3: Apply cross-cutting controls

Specify target and destination allowlists, least privilege, environment isolation, job and byte ceilings, backpressure, idempotency, schema validation, retention, deletion, redaction, audit evidence, and independent emergency stop.

Step 4: Challenge the design

Test policy denial, revoked credentials, 429, provider 5xx, browser timeout, snapshot failure or expiry, schema drift, duplicate delivery, storage exhaustion, and downstream outage. Require an owner and recovery decision for each path.

Show full SKILL.md (155 more words)Show less

Tool Discipline

Use Read and Grep for topology discovery and evidence gathering. Use Write and Edit for diagrams, threat models, contracts, tests, and architecture decisions. This skill does not provision Bright Data resources or initiate collection.

Output

  • Control-plane and data-plane topology with trust boundaries
  • Responsibility, secret, data, and destination matrix
  • Failure analysis, rollback path, and decision record

Examples

An admission controller accepts only signed workload manifests. Product-specific workers emit raw results to quarantine, validators release an approved schema, and delivery resolves only named destinations while redacted telemetry preserves an audit trail.

Error Handling

FailureMeaningResponse
Application code can choose arbitrary targetsAdmission boundary is missingRoute requests through the workload registry
Raw collection reaches analytics directlyValidation boundary is bypassedRequire quarantine and schema promotion
Control and collection share one broad API keyIdentity blast radius is excessiveSplit identities and scopes

Resources

© 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/brightdata-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

Brightdata 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.

Brightdata Reference Architecture compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Brightdata Reference Architecture this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
Design Mirrorbrightdata/skills2641 repos~2.1kAutomated safety check: PassMIT
Brightdata Proxybrightdata/skills264—~5.1kAutomated safety check: PassMIT
Bright Data MCPbrightdata/skills2641 repos~3.7kAutomated safety check: PassMIT
Live Researchbrightdata/skills264—~1.8kAutomated safety check: PassMIT
Brightdata SDK JSbrightdata/skills264—~3kAutomated safety check: PassMIT

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Works with

Questions about Brightdata Reference Architecture

What does Brightdata Reference Architecture do?

Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones. Brightdata Reference Architecture is an agent skill from jeremylongshore/tons-of-skills-marketplace. Create a governed Bright Data collection architecture with separate control, collection, quarantine, validation, and delivery trust zones.

When should I use Brightdata Reference Architecture?

Brightdata Reference Architecture fits situations like: reviewing a production topology; with: architect a Bright Data system; draw Bright Data trust boundaries; review collection architecture.

How do I install Brightdata Reference Architecture in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill brightdata-reference-architecture -a claude-code`. Or copy the skill folder (skills/.curated/brightdata-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/brightdata-reference-architecture in your project. Claude Code loads it when a task matches its description.

How do I install Brightdata Reference Architecture in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill brightdata-reference-architecture -a codex`. Or copy the skill folder (skills/.curated/brightdata-reference-architecture in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/brightdata-reference-architecture in your project. Codex loads it when a task matches its description.

Can I use Brightdata 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 brightdata-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/brightdata-reference-architecture, .gemini/skills/brightdata-reference-architecture, .github/skills/brightdata-reference-architecture and .opencode/skills/brightdata-reference-architecture in your project.

What does Brightdata Reference Architecture need to run?

SKILL.md names no scripts, command-line tools or credentials: Brightdata Reference Architecture is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires an approved public-data use case, named system owners, and current Bright Data product documentation.

Does Brightdata Reference Architecture access the network?

SKILL.md names 1 domain. As links in the text: docs.brightdata.com. This is read from the text; nothing was executed.

Is Brightdata 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 Brightdata Reference Architecture use?

Brightdata 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 Brightdata Reference Architecture use?

About 1.1k tokens (SKILL.md is roughly 4.4k 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 195 tokens, read only when the agent opens those files.

What are the alternatives to Brightdata Reference Architecture?

Skills that share tags, products or a category with Brightdata Reference Architecture: Design Mirror (brightdata/skills, 264 stars), Brightdata Proxy (brightdata/skills, 264 stars), Bright Data MCP (brightdata/skills, 264 stars) and Live Research (brightdata/skills, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Brightdata 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.