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aid-update-data-pipeline

aid-update-data-pipeline is a skill for Claude Code from AndreVianna/aid-methodology. It costs 83 tokens per session (373 once invoked), scanned A, a copy of aid-create-api, MIT.

A planning workflow for updating an existing data pipeline—the process that moves and transforms data between a source and a destination. It covers the pipeline's source, transformations, destination, or schedule.

In plain words
What is it for?
Use it to plan changes to where data comes from, how it is transformed, where it goes, or when it runs.
Why use it?
It turns a known pipeline change into specified, reviewable tasks before implementation.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: installed under .agents/ (shared by several agents).

not rated 6repo changed 26d ago A scan 83 tokens copy · 81% MIT

Good fit Use it to plan changes to where data comes from, how it is transformed, where it goes, or when it runs.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/andrevianna/aid-methodology/aid-update-data-pipeline
View source ↗ AndreVianna/aid-methodology
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.

Any agent
npx skills add AndreVianna/aid-methodology --skill aid-update-data-pipeline
Clone the repo
git clone --depth 1 https://github.com/AndreVianna/aid-methodology

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 aid-update-data-pipeline

README.md
[![agentmods](https://agentmods.dev/badge/skills/andrevianna/aid-methodology/aid-update-data-pipeline/github.svg)](https://agentmods.dev/skills/andrevianna/aid-methodology/aid-update-data-pipeline)
Your own site
<a href="https://agentmods.dev/skills/andrevianna/aid-methodology/aid-update-data-pipeline"><img src="https://agentmods.dev/badge/skills/andrevianna/aid-methodology/aid-update-data-pipeline/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.

agentmods 80×15 button for aid-update-data-pipeline

Your own site · 80×15
<a href="https://agentmods.dev/skills/andrevianna/aid-methodology/aid-update-data-pipeline"><img src="https://agentmods.dev/badge/skills/andrevianna/aid-methodology/aid-update-data-pipeline.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 83 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 373 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 81% copy Near-identical to another mod 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 $0.00083 $0.00373
Opus 5.5 $0.00033 $0.00149
Sonnet 5.5 $0.00017 $0.00075
Haiku 4.5 $0.00008 $0.00037

Measured 26d ago against content hash 1c0813785487, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

aid-update-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 26d 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.

Origin

This is a copy

81% identical to aid-create-api — 12 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.agents/skills/aid-update-data-pipeline/SKILL.md · 18 lines

What it actually says

Shortcut: update data-pipeline

Bind VERB=update, ARTIFACT=data-pipeline, then run the shared engine at .aid/runtime/templates/shortcut-engine.md. The engine scaffolds the flattened Lite work (feature-001 structure) and authors exactly two documents: REQUIREMENTS.md, whose § 11 feature section carries the technical specification and whose § 9 carries the gate criteria, and the task DETAIL.md files -- with reduced capture. One feature and one delivery means there is nothing to sequence, so no plan is written and the execution graph is derived from each task's **Depends on:** field. It runs the per-document Grading Gates (feature-004) and halts at the FR-10 approval gate. It never executes. This shortcut's default_type/group are its row in .aid/runtime/templates/shortcut-catalog.yml.

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. 26d ago Changed 1c0813785487
  2. 2mo ago First seen · 18 lines · 83 tokens per session scan A 4eb477a9f61d

Subscribe to this mod's changes

aid-update-data-pipeline is a skill published in the GitHub repository AndreVianna/aid-methodology (6 stars, last pushed 11d ago), licensed MIT. It adds 83 tokens to every session and 373 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 81% identical to aid-create-api, differing in 12 lines, and is treated as a copy.

Data and AI
Related

aid-update-data-pipeline compared with skills from other repositories

aid-update-data-pipeline next to 6 skills from other repositories
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aid-update-data-pipelineAndreVianna/aid-methodologySkill611d agoMITA83Claude Code
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