mindforge:data-pipeline

mindforge:data-pipeline is a command for Claude Code from sairam0424/MindForge. It costs 45 tokens per session (595 once invoked), scanned A, original, MIT.

A command for planning a data pipeline, which moves and transforms data between systems. It can cover batch processing, streaming, or a combination of both, using Airflow or Dagster to schedule the work.

In plain words
What is it for?
Use it to plan pipelines for regular data loads, continuously arriving data, or both. It helps choose how the pipeline runs and where quality checks belong.
Why use it?
It helps turn an unclear data flow into an ordered design with checks for data quality. This reduces the risk of unreliable or incomplete data reaching later systems.

Command for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it to plan pipelines for regular data loads, continuously arriving data…

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Install with agentmods
npx agentmods add commands/sairam0424/mindforge/data-pipeline
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/sairam0424/MindForge

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.

agentmods badge for mindforge:data-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/commands/sairam0424/mindforge/data-pipeline.svg)](https://agentmods.dev/commands/sairam0424/mindforge/data-pipeline)
Your own site
<a href="https://agentmods.dev/commands/sairam0424/mindforge/data-pipeline"><img src="https://agentmods.dev/badge/commands/sairam0424/mindforge/data-pipeline.svg" alt="Measured on agentmods" height="20"></a>
Per session 45 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 595 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 original 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00045 $0.00595
Opus 5 $0.00023 $0.00298
Sonnet 5 $0.00009 $0.00119
Haiku 4.5 $0.00005 $0.00060

Measured 3d ago against content hash d2e65f4e670b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

mindforge:data-pipeline 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 3d 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/commands/mindforge/data-pipeline.md · 35 lines

What it actually says

<execution_context> @.mindforge/skills/data-pipeline-design/SKILL.md </execution_context>

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.

  1. 3d ago First seen · 35 lines · 45 tokens per session scan A d2e65f4e670b

Subscribe to this mod's changes

mindforge:data-pipeline is a command published in the GitHub repository sairam0424/MindForge (0 stars, last pushed 3d ago), licensed MIT. It adds 45 tokens to every session and 595 once invoked, about $0.0002 per session on Opus 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 2026-09-03.