ARIS is a collection of Markdown-based skills that define a workflow for autonomous machine-learning research, including idea discovery, experiment automation, and review loops. Researchers and AI coding agents use it across tools such as Claude Code, Codex, Cursor, and OpenClaw without depending on a single framework. The catalogue entries are ARIS workflow skills and agents.
Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/wanshuiyin/Auto-claude-code-research-in-sleepnpx agentmods add skills/wanshuiyin/auto-claude-code-research-in-sleep/claims-draftingWrote 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/wanshuiyin/auto-claude-code-research-in-sleep/claims-drafting)<a href="https://agentmods.dev/skills/wanshuiyin/auto-claude-code-research-in-sleep/claims-drafting"><img src="https://agentmods.dev/badge/skills/wanshuiyin/auto-claude-code-research-in-sleep/claims-drafting/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/wanshuiyin/auto-claude-code-research-in-sleep/claims-drafting"><img src="https://agentmods.dev/badge/skills/wanshuiyin/auto-claude-code-research-in-sleep/claims-drafting.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector pass
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 | $0.00053 | $0.02796 |
| Opus 5.5 | $0.00021 | $0.01118 |
| Sonnet 5.5 | $0.00011 | $0.00559 |
| Haiku 4.5 | $0.00005 | $0.00280 |
Grade A, and why
claims-drafting 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 24d 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.
Copies of this mod
2 near-identical copies found in the catalogue:
- claims-drafting — 100% identical, 21 lines differ
- claims-drafting — 97% identical, 22 lines differ
How it starts
The opening of the file, as written. The whole thing — 241 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Claims Drafting: The Core Patent Skill
Before each reviewer slot, follow Selectable Reviewers: resolve invocation →
.aris/reviewer.json→ Claude Code default (Codex MCP) withreviewer_route.pythrough the canonical helper resolver, preserving this slot's tier, fresh contexts, source/image inputs and deterministic gates. Codex examples/pins below apply only tobackend=codex; other routes use their own first-call/reply contract. Save the route and actual returned identity; unavailable selections areREVIEW_UNAVAILABLE. Classify acceptance from actual families/completion/scope. Forward invocation reviewer/model/effort overrides to reviewer-bearing children. Generation workers are unchanged.
Draft patent claims based on: $ARGUMENTS
This is the most critical skill in the patent pipeline. Claims define the legal scope of protection -- everything else (specification, figures, abstract) exists to support and enable the claims.
Constants
REVIEWER_MODEL = gpt-6-astra— External examiner for claim quality reviewMAX_CLAIM_REVISION_ROUNDS = 3— Maximum revision iterationsCLAIM_STYLE = "auto"—US(Jepson or open),EP(two-part mandatory),CN(two-part),auto(detect from jurisdiction)MIN_INDEPENDENT_CLAIMS = 2— Typically method + system. For utility model (实用新型): apparatus/device only, NO method claims.MAX_TOTAL_CLAIMS = 20— Practical limit (USPTO includes 20 in base fee)PATENT_TYPE = "invention"—invention(发明专利) orutility_model(实用新型, apparatus claims only)
Inputs
patent/INVENTION_DISCLOSURE.md— structured invention with core/supporting/optional featurespatent/PRIOR_ART_REPORT.md— prior art to avoidpatent/NOVELTY_ASSESSMENT.md— novelty analysis with suggested amendments- Target jurisdiction from invention disclosure or
$ARGUMENTS
Shared References
Load ../shared-references/patent-writing-principles.md for claim drafting principles, antecedent basis rules, and common pitfalls.
Load ../shared-references/patent-format-cn.md for CN claim format (其特征在于).
Load ../shared-references/patent-format-us.md for US claim format (comprising, means-plus-function).
Load ../shared-references/patent-format-ep.md for EP two-part form (characterised in that).
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.
- 24d ago Changed · +13 lines 7afad61907ee
- 2mo ago Changed 28c5027ae12c
- 2mo ago First seen · 228 lines · 53 tokens per session scan A 701d3111d876
claims-drafting is a skill published in the GitHub repository wanshuiyin/Auto-claude-code-research-in-sleep (19,107 stars, last pushed 2d ago), licensed MIT. It adds 53 tokens to every session and 2,796 once invoked, about $0.0002 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 2026-08-30.
claims-drafting compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| claims-draftingwanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | 2d ago | MIT | A | 53 | Claude Code |
| privacy-by-designLiHongwei-cn/lihongwei-cn | Skill | 5 | 1mo ago | MIT | A | 32 | Claude Code, Codex |
| ethics-committeeMarazii/research-co-pilot | Skill | 15 | 5mo ago | MIT | A | 202 | Claude Code |
| freelance-dev-sowomarkhandji-commits/midas | Skill | 1 | 3mo ago | MIT | A | 0 | Claude Code, Codex |
| advogado-criminalLiHongwei-cn/lihongwei-cn | Skill | 5 | 1mo ago | MIT | A | 42 | Claude Code, Codex |
| advogado-especialistaLiHongwei-cn/lihongwei-cn | Skill | 5 | 1mo ago | MIT | A | 38 | Claude Code, Codex |
| fto-triageanthropics/claude-for-legal | Skill | 10.0k | 5d ago | Apache-2.0 | A | 81 | Claude Code |