implement

implement is a skill for Claude Code from rossumai/claude-marketplace. It costs 83 tokens per session (5,744 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 subagents; mentions Claude Code.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the rossum-sa plugin — 35 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

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add rossumai/claude-marketplace
Claude Code
/plugin install rossum-sa

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 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 5,744 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 $0.05744
Opus 5.5 $0.00033 $0.02298
Sonnet 5.5 $0.00017 $0.01149
Haiku 4.5 $0.00008 $0.00574

Measured 1mo ago against content hash 92aaee05e022, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, 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 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/implement/SKILL.md · 353 lines

How it starts

The opening of the file, as written. The whole thing — 353 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.

Start from a recipe

Before Phase 0, check whether a recipe covers this shape. ${CLAUDE_PLUGIN_ROOT}/recipes/ ships ordered build plans mined from delivered implementations: intents, phase order, the decisions an SA has to resolve, and a verify per phase. A recipe does not replace these phases — it tells you which of them apply, in what order, and what to ask.

  1. Run recipes/tools/recipe_match.py --env <pulled-env> if a tree already exists, or read recipes/idp-spine/ if starting fresh. The spine applies to essentially every IDP delivery; the target-specific half is a profile under idp-spine/profiles/. If the matcher says profile_missing, write the profile first — payload shape, auth, master-data roles, coding model. That is one file, and the rest of the spine still applies.
  2. Read its platform_contract block before writing anything. Every entry cost a failed API call to learn — a multi-line rule condition must be parenthesised, every MDH-written field must be enum, formula fields cap at 2000 characters, an engine without settings.use_case silently extracts no line items.
  3. Work the recipe's decide[] list in Phase 0 instead of inventing questions. Anything the SOW does not answer is what you go back to the customer with.
  4. Take ordering from hook_chain and recipes/hook-ordering.md, not intuition. Ordering errors are silent: a hook that runs before the field it reads is populated reads empty and writes nothing.
  5. Run each phase's verify before starting the next. A phase without a passing verify is not done.

Read the full file on GitHub · 353 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. 1mo ago Changed · +9 lines 92aaee05e022
  2. 1mo ago Changed · +48 lines 6fec2f5c8262
  3. 2mo 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 5d ago), licensed MIT. It adds 83 tokens to every session and 5,744 once invoked, about $0.0003 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

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implement next to 6 skills from other repositories
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