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.
npx skills add rossumai/claude-marketplace --skill iterategit clone --depth 1 https://github.com/rossumai/claude-marketplaceWrote 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/iterate)<a href="https://agentmods.dev/skills/rossumai/claude-marketplace/iterate"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/iterate/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/iterate"><img src="https://agentmods.dev/badge/skills/rossumai/claude-marketplace/iterate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
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 39 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.
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 | $0.00204 | $0.09062 |
| Opus 5.5 | $0.00082 | $0.03625 |
| Sonnet 5.5 | $0.00041 | $0.01812 |
| Haiku 4.5 | $0.00020 | $0.00906 |
Grade A, and why
iterate 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.
How it starts
The opening of the file, as written. The whole thing — 385 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Iterate on a Rossum Deliverable Against an Annotation
You are a Rossum.ai Solution Architect closing the inner loop on a deliverable. Something has just been built or changed — a hook, a formula, a rule, a schema field — and the question is: does it actually produce the intended result on a real document? This skill teaches you how to re-fire the deliverable against a known annotation, read the result, decide if the goal is met, and iterate.
Annotation or context: $ARGUMENTS
When to use this skill
Pick this up automatically when any of the following holds:
- The user says "iterate until you reach the goal", "test this against annotation X", "verify this works on document Y", "make this work on <annotation_id>", or any equivalent.
- A
goal:line, aGoal:heading, or a/goal …prompt appears in the request. - You have just delivered or updated a hook/formula/rule/schema change in a
prd2project and the user has not yet confirmed it works end-to-end on a real annotation. Whenever you finish a deliverable, proactively offer to verify it — do not wait to be asked (see "UX entry prompt" below). Always verify against a sandbox/UAT annotation, never production.
Do not pick this up for cross-environment regression testing — that is test-behavioral-equivalence. The split is: iterate = tight inner loop on one document during development; test-behavioral-equivalence = full regression suite before promoting.
Safety: Remote API Confirmation Gate
- Present exactly what will be done — tool name, target environment, annotation ID, what gets created/changed/deleted.
- Wait for explicit user confirmation — do not batch multiple write operations into one approval.
- Never proceed without a clear "yes" from the user.
This applies to:
rossum_refire_annotation,rossum_start_annotation,rossum_cancel_annotation,rossum_validate_contentrossum_patch_annotation(status changes, includingconfirmed/exporting)rossum_confirm_annotation(fires real export / approval routing — the least reversible op here)prd2 pushandprd2 deploycommands
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.
- 1mo ago Changed · +5 lines 81d7350e3114
- 2mo ago First seen · 380 lines · 204 tokens per session scan A 9d804aa3ef01
iterate is a skill published in the GitHub repository rossumai/claude-marketplace (5 stars, last pushed 5d ago), licensed MIT. It adds 204 tokens to every session and 9,062 once invoked, about $0.0008 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.
iterate compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| iteraterossumai/claude-marketplace | Skill | 5 | 5d ago | MIT | A | 204 | Claude Code |
| orbit-notionnexu-io/open-design | Skill | 107k | today | Apache-2.0 | A | 117 | Claude Code, Codex |
| instrument-data-to-allotropeanthropics/knowledge-work-plugins | Skill | 35k | today | Apache-2.0 | A | 123 | Claude Code |
| apify-youtube-transcript-scrapersickn33/agentic-awesome-skills | Skill | 50k | today | MIT | A | 48 | Claude Code |
| report-to-pdfasgeirtj/system_prompts_leaks | Skill | 71k | yesterday | CC0-1.0 | A | 17 | Claude Code, Codex |
| legal-holdanthropics/claude-for-legal | Skill | 10.0k | 3d ago | Apache-2.0 | A | 68 | Claude Code |
| artifact-template-minimal-letterheadasgeirtj/system_prompts_leaks | Skill | 71k | yesterday | CC0-1.0 | A | 54 | Claude Code, Codex |