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.
/plugin marketplace add rossumai/claude-marketplace/plugin install rossum-saWrote 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.
[](https://agentmods.dev/skills/rossumai/claude-marketplace/automation-report)<a href="https://agentmods.dev/skills/rossumai/claude-marketplace/automation-report"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/automation-report/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.
<a href="https://agentmods.dev/skills/rossumai/claude-marketplace/automation-report"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/automation-report.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00084 | $0.01746 |
| Opus 5 | $0.00042 | $0.00873 |
| Sonnet 5 | $0.00017 | $0.00349 |
| Haiku 4.5 | $0.00008 | $0.00175 |
Grade A, and why
automation-report 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 128 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Automation Report
Produce AUTOMATION-REPORT-[queue-name-or-id].md for one queue: where automation
stands today, what exactly blocks it (split by remedy), and a numbered list of
recommendations ordered by unlocked-document impact.
Follow skills/__shared/verification-rules.md: every claim grounded in fetched
data. The Iron Rule: every number in the report comes from analyze.py output —
no prose arithmetic. The script lives at
${CLAUDE_PLUGIN_ROOT}/skills/automation-report/analyze.py.
Phase 1 — Gather (silently; no report output yet)
Requires the rossum-api MCP connection (rossum_set_token first if needed).
Resolve the queue ID from the argument (accepts a bare ID or any Rossum app URL
containing /queues/<id>).
- Insights (required). Call
rossum_get_automation_insightswith the queue ID. The digest lands in context; the full payload is cached to.rossum-cache/automation/queue_<id>_insights.json(path infull_payload_cache). If this fails, stop — there is no report without it. - Projections (optional, graceful). Call
rossum_get_automation_projections. Branch on the response:available: true→ full payload cached; the report gets threshold analysis.available: false→ recordstatus_code+reasonverbatim and continue. Common modes (live-observed): HTTP 200 with no scenarios (queue lacks reviewed documents), 404 (queue not visible to this token). Do not retry or treat as an error.
- Queue settings.
rossum_get_queue→ the automation configuration lives in top-level queue fields (live-verified; there is nosettings.automationobject):automation_enabled(bool),automation_level(never/confident/always),default_score_threshold, plussettings.suggested_edit(disable/ ...).automation_level: neverdirectly explains anautomation_disableddocument blocker. - Schema.
rossum_get_schema(schema ID is in the queue payload) → which fields exist, which are formula/manual fields. Workflow fields (e.g.approval_name,sender_id_match) can carry validation errors that projections never model. - Compute. Run the helper on the cached payloads:
What ships with it
6 files 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.
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.
- 12d ago First seen · 128 lines · 84 tokens per session scan A 739bdaa49d77
automation-report is a skill published in the GitHub repository rossumai/claude-marketplace (5 stars, last pushed yesterday), licensed MIT. It adds 84 tokens to every session and 1,746 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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