Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
日本語の概要は準備中です。原文の説明を表示しています。
Write detailed embodiment descriptions for patent specifications. Use when user says "撰写实施例", "write embodiment", "实施例描述", "detailed description", or wants to describe how to practice an invention.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
Write detailed embodiments for: $ARGUMENTS
Embodiments describe HOW to make and use the invention -- they are the patent equivalent of experiment sections, but describe the invention rather than evaluating it empirically.
MIN_EMBODIMENTS = 1 — At least one complete embodiment requiredMAX_EMBODIMENTS = 3 — Practical limit; more embodiments strengthen enablementEMBODIMENT_STYLE = detailed — detailed (full working example) or outline (sketch)REFERENCE_NUMERAL_PREFIX = 100 — Starting reference numeral for first figure's componentspatent/INVENTION_DISCLOSURE.md — invention decomposition (core/supporting/optional features)patent/CLAIMS.md — drafted claims that the embodiments must supportpatent/figures/numeral_index.md if it exists (from /figure-description)For each claim category (method, system, etc.), plan at least one embodiment:
| Embodiment | Covers Claims | Type | Key Variations |
|---|---|---|---|
| 1 | Claims 1, X | Best mode / preferred | [primary implementation] |
| 2 | Claims 2, 3 | Alternative | [different parameters/materials] |
| 3 | Claims 4, 5 | Additional alternative | [different configuration] |
For each embodiment, write a detailed description following this structure:
Opening paragraph: "In one embodiment, [invention summary with reference to what is being described]."
Component/step-by-step description:
For method embodiments:
For system/apparatus embodiments:
Variations and alternatives:
These variations are critical -- they support broader claim interpretation.
Ensure consistent reference numeral usage:
Format:
For each claim element, verify it appears in at least one embodiment:
| Claim Element | Embodiment | Reference Numeral | Description Paragraph |
|---|---|---|---|
| [element] | [which] | [numeral] | [paragraph reference] |
If any claim element lacks embodiment support, add the necessary description.
For method/software inventions, include:
Example:
In one embodiment, the method comprises the following steps:
At step 202, the processor 102 receives input data from the input device 108.
At step 204, the processor 102 extracts feature vectors from the input data using a convolutional neural network.
At step 206, the processor 102 applies the attention mechanism 110 to the feature vectors...
Embodiment sections are written to patent/specification/detailed_description.md (or appended to the specification structure).
Each embodiment section should be self-contained but cross-reference other embodiments when describing alternatives.
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概要と使いどころ
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
日本語の概要は準備中です。原文の説明を表示しています。
Use when main results pass result-to-claim (`claim_supported = yes` or `partial`) and ablation studies are needed for paper submission. A secondary Codex agent designs ablations from a reviewer's perspective; the local executor reviews feasibility and implements.
日本語の概要は準備中です。原文の説明を表示しています。
Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. Use when user says "explain this paper", "summarize paper", pastes an arXiv/AlphaXiv URL, or provides a bare arXiv ID for quick understanding - not for broad literature search.
日本語の概要は準備中です。原文の説明を表示しています。
Analyze ML experiment results, compute statistics, generate comparison tables and insights. Use when user says "analyze results", "compare", or needs to interpret experimental data.
日本語の概要は準備中です。原文の説明を表示しています。
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper pdf", or wants to find and save papers from arXiv to the local paper library.
日本語の概要は準備中です。原文の説明を表示しています。
Autonomously improve a generated paper via GPT-6-Astra xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
日本語の概要は準備中です。原文の説明を表示しています。