export-pipeline-reference

export-pipeline-reference is a skill for Claude Code from rossumai/claude-marketplace. It costs 115 tokens per session (759 once invoked), scanned A, original, MIT.

A reference for configuring Rossum's Request Processor, a serverless workflow that sends extracted document data to external services. Its settings are written as JSON and can include several processing stages.

In plain words
What is it for?
Use it to build or troubleshoot exports to systems such as Coupa, SAP, NetSuite, custom REST APIs, SFTP, and S3.
Why use it?
It explains how to connect Rossum exports to APIs, SFTP, or S3 without writing a separate integration service. It also helps define authentication, conditions, file handling, and response processing correctly.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Part of the rossum-sa plugin — 35 skills, 4 hooks shipped together

Good fit Use it to build or troubleshoot exports to systems such as Coupa, SAP, NetSuite, custom REST APIs, SFTP, and S3.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rossumai/claude-marketplace/export-pipeline-reference
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 rossumai/claude-marketplace --skill export-pipeline-reference
Clone the repo
git clone --depth 1 https://github.com/rossumai/claude-marketplace

Made for: Claude Code.

Or install rossum-sa, the plugin that ships this one along with the rest of its 35 skills, 4 hooks.

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 export-pipeline-reference

README.md
[![agentmods](https://agentmods.dev/badge/skills/rossumai/claude-marketplace/export-pipeline-reference/github.svg)](https://agentmods.dev/skills/rossumai/claude-marketplace/export-pipeline-reference)
Your own site
<a href="https://agentmods.dev/skills/rossumai/claude-marketplace/export-pipeline-reference"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/export-pipeline-reference/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 export-pipeline-reference

Your own site · 80×15
<a href="https://agentmods.dev/skills/rossumai/claude-marketplace/export-pipeline-reference"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/export-pipeline-reference.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 759 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 $0.00115 $0.00759
Opus 5.5 $0.00046 $0.00304
Sonnet 5.5 $0.00023 $0.00152
Haiku 4.5 $0.00012 $0.00076

Measured 1mo ago against content hash 77e2f79afcfa, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

export-pipeline-reference 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 1mo 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.

plugins/rossum-sa/skills/export-pipeline-reference/SKILL.md · 32 lines

What it actually says

Export Pipeline — Request Processor Reference

This skill provides the complete configuration reference for the Request Processor, Rossum's multi-stage export pipeline engine. It replaces the legacy multi-hook pipeline with a single serverless function that executes complex API workflows from pure JSON settings — no code required.

For the full configuration guide, field reference, patterns, and examples, see reference.md.

IMPORTANT — hook setup: The Request Processor runs as a single serverless function hook. Install it from the Store ("Request Processor"), or create the hook via the Rossum API (or prd2) from that hook template, then configure the settings JSON. The template (id 50) is shown only to organization groups with the ps_eng_export_pipeline visibility tag, which only Rossum can add; without it the organization cannot see the template (GET /hook_templates/50 → 404). Because it is a function hook, a copy of an existing hook's config.code (or a prd2 deploy) works without the template — prd2 then creates it with a plain POST /hooks (see rossum-reference → Store templates and visibility, prd-reference → Hooks created from Store templates). To read the exact engine behaviour for a given deployment, pull config.code off the deployed hook — that is the authoritative version for that org.

Use this knowledge when:

  • Building a new export pipeline that sends data to external APIs (Coupa, SAP, NetSuite, custom REST)
  • Configuring SFTP/S3 file export via the file-storage-export service
  • Writing the settings JSON for a Request Processor hook (stages, auth, requests, response handlers)
  • Using variable templating ({field.*}, {payload.*}, {property.*}, {token}, {sequence})
  • Setting up OAuth authentication with token caching
  • Configuring conditional stage execution (evaluate phase with MongoDB-style filters)
  • Fetching document relations or explicit data in get_content phase
  • Extracting values from API responses using JMESPath, XPath, or regex
  • Iterating over line items or lists of related documents
  • Uploading files (PDF scans, email EML, attachments) via multipart or files content types
  • Migrating from the legacy Pipeline v1 (multi-hook chain) to the Request Processor (single hook)
  • Debugging export pipeline issues (URL not fetching, token caching, handler conditions)
  • Understanding the difference between document_relation and document_relation_content sources
  • Diagnosing prerequisite/setup failures: TCP timeouts to external hosts, missing rossum_authorization_token, Schema sideloading must be enabled errors, generic "Some exception occurred" export failures

Note: The rossum-reference skill covers the legacy 6-step export pipeline chain (Custom Format Templating, REST API Export, Data Value Extractor, Export Evaluator, SFTP Export). This skill covers the Request Processor, which is the modern replacement that consolidates all steps into a single configurable hook.

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 1mo ago Changed 77e2f79afcfa
  2. 2mo ago First seen · 32 lines · 115 tokens per session scan A f43e9f502799

Subscribe to this mod's changes

export-pipeline-reference is a skill published in the GitHub repository rossumai/claude-marketplace (5 stars, last pushed 5d ago), licensed MIT. It adds 115 tokens to every session and 759 once invoked, about $0.0005 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 2026-08-31.

Related

export-pipeline-reference compared with skills from other repositories

export-pipeline-reference next to 6 skills from other repositories
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