A dataset-onboarding context gatherer that collects source links, documentation, themes, coverage, organization, and the destination folder.

It is for preparing dataset handoffs and organizing the research and files needed to onboard them.

It reduces the scattered information and preparation work needed before adding a dataset to Data Basis.

How basedosdados/pipelines configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to basedosdados/pipelines. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/basedosdados/pipelines/main/.claude/agents/context.md

Clone the repo

git clone --depth 1 https://github.com/basedosdados/pipelines

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/agents/basedosdados/pipelines/context/github.svg)](https://agentmods.dev/agents/basedosdados/pipelines/context)

Your own site

<a href="https://agentmods.dev/agents/basedosdados/pipelines/context"><img src="https://agentmods.dev/badge/agents/basedosdados/pipelines/context/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/agents/basedosdados/pipelines/context"><img src="https://agentmods.dev/badge/agents/basedosdados/pipelines/context.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 32 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 740 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00032	$0.00740
Opus 5.5	$0.00013	$0.00296
Sonnet 5.5	$0.00006	$0.00148
Haiku 4.5	$0.00003	$0.00074

Measured 2mo ago against content hash 757d91bb0613, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

context scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/context.md · 76 lines

The source is not reproduced here

No licence file

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 76 lines · 32 tokens per session scan A 757d91bb0613

Subscribe to this mod's changes

context is an agent published in the GitHub repository basedosdados/pipelines (52 stars, last pushed yesterday), with no licence file. It adds 32 tokens to every session and 740 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-01.

Python Research hacktoberfest hacktoberfest2022 opendata opensource prefect

context next to 6 agents from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
contextbasedosdados/pipelines	Agent	52	yesterday	none	A	32	Claude Code
GitHub Actions Windows ARM64 wheel buildergithub/awesome-copilot	Agent	41k	yesterday	MIT	A	38	Claude Code
Python MCP Server Expertgithub/awesome-copilot	Agent	41k	yesterday	MIT	A	19	Claude Code
neo4j-docker-client-generatorgithub/awesome-copilot	Agent	41k	yesterday	MIT	B	30	Claude Code
Prompt Buildergithub/awesome-copilot	Agent	41k	yesterday	MIT	A	24	Claude Code
PHP MCP Expertgithub/awesome-copilot	Agent	41k	yesterday	MIT	A	20	Claude Code
react18-class-surgeongithub/awesome-copilot	Agent	41k	yesterday	MIT	A	81	Claude Code

pipelines: Agent for Claude Code