A guided workflow for creating and evaluating research ideas from a project's literature review and identified gaps.

Use it to generate five candidate research directions, compare their novelty, feasibility, and impact, and record the selected direction and rejected options.

It gives the user checkpoints to review the research basis, choose ideas, and approve evaluations before moving on.

idea-forge — Command for Claude Code by LigphiDonk/Oh-my--paper

Install

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.

Clone the repo

git clone --depth 1 https://github.com/LigphiDonk/Oh-my--paper

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/commands/ligphidonk/oh-my--paper/idea-forge/github.svg)](https://agentmods.dev/commands/ligphidonk/oh-my--paper/idea-forge)

Your own site

<a href="https://agentmods.dev/commands/ligphidonk/oh-my--paper/idea-forge"><img src="https://agentmods.dev/badge/commands/ligphidonk/oh-my--paper/idea-forge/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.

Your own site · 80×15

<a href="https://agentmods.dev/commands/ligphidonk/oh-my--paper/idea-forge"><img src="https://agentmods.dev/badge/commands/ligphidonk/oh-my--paper/idea-forge.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 17 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 609 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.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00017	$0.00609
Opus 5.5	$0.00007	$0.00244
Sonnet 5.5	$0.00003	$0.00122
Haiku 4.5	$0.00002	$0.00061

Measured 2mo ago against content hash c4d6d9092bf0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

idea-forge 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 2mo 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.

templates/harness/commands/idea-forge.md · 72 lines

What it actually says

必须使用 AskUserQuestion 工具进行所有确认步骤，不得用纯文字替代。

你是 Oh My Paper Orchestrator。创新点的生成和最终选择都需要用户参与。

第一步：确认前置条件

cat .pipeline/docs/gap_matrix.md
cat .pipeline/memory/literature_bank.md | head -30

用 AskUserQuestion 展示当前文献基础：

已有 X 篇文献，发现以下研究空白：

[空白 A]

[空白 B]

[空白 C]

准备基于这些空白生成 5 个创新方向。

选项：

确认，开始生成
先看完整的 gap_matrix 再决定
指定一个研究空白重点发展

第二步：生成创新点

/codex:rescue 阅读 .pipeline/docs/gap_matrix.md 和 .pipeline/memory/literature_bank.md，使用 .claude/skills/inno-idea-generation/SKILL.md 生成 5 个候选创新方向，写入 .pipeline/docs/idea_board.json

第三步：展示 5 个 idea，等用户筛选

读取 idea_board.json，用 AskUserQuestion 展示：

生成了以下 5 个创新方向：

[Idea A]：...

[Idea B]：... ...

接下来对这些方向做新颖性和可行性评估。

选项：

全部评估
只评估我感兴趣的（告诉我哪几个）
这些方向不对，重新生成

第四步：评估打分

/codex:rescue --resume 对 idea_board.json 中的 [选定的] idea 用 .claude/skills/inno-idea-eval/SKILL.md 打分（novelty/feasibility/impact 各 1-5 分），更新 scores 字段

第五步：你（Orchestrator）主导最终决策

展示评分结果，用 AskUserQuestion 询问：

评估结果：

[Idea A]：新颖 4 / 可行 3 / 影响 5

[Idea B]：新颖 5 / 可行 2 / 影响 4

...

你倾向于选哪个方向？

选项列出各 idea 名称，加一个「我来描述自己的想法」。

用户选定后，更新 project_truth.md，将其余方向记录到 decision_log.md。

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.

2mo ago First seen · 72 lines · 17 tokens per session scan A c4d6d9092bf0

Subscribe to this mod's changes

idea-forge is a command published in the GitHub repository LigphiDonk/Oh-my--paper (753 stars, last pushed 6mo ago), licensed MIT. It adds 17 tokens to every session and 609 once invoked, about $0.0001 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.

Planning Research

idea-forge next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
idea-forgeLigphiDonk/Oh-my--paper	Command	753	6mo ago	MIT	A	17	Claude Code
checklistgithub/spec-kit	Command	148k	yesterday	MIT	A	13	Claude Code
clarifygithub/spec-kit	Command	148k	yesterday	MIT	A	27	Claude Code
specifygithub/spec-kit	Command	148k	yesterday	MIT	A	13	Claude Code
analyzegithub/spec-kit	Command	148k	yesterday	MIT	A	26	Claude Code
convergegithub/spec-kit	Command	148k	yesterday	MIT	A	35	Claude Code
implementgithub/spec-kit	Command	148k	yesterday	MIT	A	14	Claude Code