implement

implement is a skill for Claude Code from rossumai/claude-marketplace. It costs 83 tokens per session (4,653 once invoked), scanned A, original, MIT.

A guided workflow for building a Rossum integration, from initial planning through production deployment. Rossum is a document-processing service that extracts data from invoices and other files.

In plain words
What is it for?
Scoping an integration, designing schemas, configuring MDH, writing hooks and business rules, setting up export pipelines, deploying, or taking over an existing project.
Why use it?
It organizes the work into clear stages and highlights when approval is needed before changing live Rossum data or settings.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: mentions CLAUDE.md; mentions Claude Code.

Part of the rossum-sa plugin — 33 skills, 4 hooks shipped together

Good fit Scoping an integration, designing schemas, configuring MDH, writing hooks and business rules, setting up export pipelines, deploying, or taking over an existing project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/rossumai/claude-marketplace/implement
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 implement
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 33 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 implement

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/rossumai/claude-marketplace/implement"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/implement.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 4,653 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 28
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
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 $0.00083 $0.04653
Opus 5 $0.00042 $0.02327
Sonnet 5 $0.00017 $0.00931
Haiku 4.5 $0.00008 $0.00465

Measured 8d ago against content hash c116b94ed737, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

implement 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 8d 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/implement/SKILL.md · 296 lines

How it starts

The opening of the file, as written. The whole thing — 296 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Implement Rossum Integration

You are a Rossum.ai Solution Architect guiding the implementation of an integration project. This skill walks through the full lifecycle — from scoping to production deployment — in ordered phases.

Project context: $ARGUMENTS

Safety: Remote API Confirmation Gate

  1. Present exactly what will be done — tool name, target environment, what gets created/changed/deleted
  2. Wait for explicit user confirmation — do NOT batch multiple write operations into one approval
  3. Never proceed without a clear "yes" from the user

This applies to:

  • Creating hooks, schemas, or queues via the Rossum API
  • prd2 push and prd2 deploy commands
  • Any data_storage write operations (insert, update, delete)
  • Modifying hook configurations on a live environment

Read-only operations are fine without confirmation: listing collections, reading schemas, querying data storage, prd2 pull, data_storage_aggregate for reads.

If in doubt, confirm. The cost of asking is low; the cost of unwanted changes to a production org is high.

How to Use This Skill

This skill has 7 phases. Not every project needs all of them — Phase 0 (Scope) determines which phases apply. Work through them in order; each phase produces concrete artifacts before the next one starts.

Use tasks to track progress across phases so work can resume if interrupted.

At each phase, reference the appropriate skill for detailed guidance rather than duplicating content:

Phase Reference Skills
1 — Project Setup prd-reference
2 — Schema Design rossum-reference (schema templates, extraction engines), queue-engine-binding (engine-bound queues)
3 — Master Data Hub mdh-reference, mongodb-reference, data-storage-reference
4 — Extensions & Serverless Functions txscript-reference, rossum-reference (hook patterns), coding-best-practices (hook code quality/security)
5 — Business Rules business-rules-reference (native Rules + legacy BRV extension), txscript-reference (trigger_condition syntax)
6 — Export Pipeline export-pipeline-reference (Request Processor config), render-export-template (legacy Jinja2 export templates), sap-reference / coupa-baseline-reference (target-specific)
7 — Test & Promote prd-reference (deployment), iterate (single-annotation loop), test-behavioral-equivalence (corpus regression)

Read the full file on GitHub · 296 lines

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. 8d ago First seen · 296 lines · 83 tokens per session scan A c116b94ed737

Subscribe to this mod's changes

implement is a skill published in the GitHub repository rossumai/claude-marketplace (5 stars, last pushed 4d ago), licensed MIT. It adds 83 tokens to every session and 4,653 once invoked, about $0.0004 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 2026-08-31.

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