What is survey-blitz?

An automated literature-research command that first confirms the search direction with the user, then searches for papers and analyzes research gaps. It works as an orchestrator for other research tools.

It helps read the project’s research brief, propose search areas and keywords, find roughly 20–30 papers, update the literature record, create a gap analysis, and summarize the results.

It reduces the effort of planning a literature search and keeps the search focused on agreed topics. A literature review is a structured summary of existing research, while a research gap is an important question that existing work has not answered.

survey-blitz — 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/survey-blitz/github.svg)](https://agentmods.dev/commands/ligphidonk/oh-my--paper/survey-blitz)

Your own site

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

Per session 21 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 492 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	$0.00021	$0.00492
Opus 5.5	$0.00008	$0.00197
Sonnet 5.5	$0.00004	$0.00098
Haiku 4.5	$0.00002	$0.00049

Measured 2mo ago against content hash 207b643687ab, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

survey-blitz 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/survey-blitz.md · 56 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。执行文献调研前先和用户对齐方向。

第一步：读取研究主题

cat .pipeline/memory/project_truth.md
cat .pipeline/docs/research_brief.json
cat .pipeline/memory/literature_bank.md  # 查看已有多少文献

第二步：展示搜索计划，等待确认

用 AskUserQuestion 展示：

准备搜索以下方向的文献：

[方向 A]（关键词：...）

[方向 B]（关键词：...）

[方向 C]（关键词：...）

目标：约 20-30 篇，已有 X 篇技能：inno-deep-research + paper-finder

选项：

确认，开始搜索
调整搜索方向
只搜某个方向

如果用户选择调整，AskUserQuestion 询问具体方向修改，更新后再确认一次。

第三步：执行搜索（仅在确认后）

/codex:rescue --background 阅读 .pipeline/memory/project_truth.md 获取研究主题。使用 .claude/skills/inno-deep-research/SKILL.md 搜索以下方向：[确认后的方向列表]。将论文逐条追加到 .pipeline/memory/literature_bank.md（格式：| DOI/URL | Title | Year | Venue | Relevance | accepted | Date |）。完成后生成 .pipeline/docs/gap_matrix.md 分析研究空白，并更新 agent_handoff.md。

用 /codex:status 等待完成。

第四步：展示结果摘要

结果回来后告诉用户：

新增了多少篇（总计多少篇）
主要覆盖了哪些方向
gap_matrix.md 找到了哪几个研究空白

用 AskUserQuestion 询问：

够了，进入 /idea-forge
还需要补充搜索某个方向
看看 gap_matrix 后再决定

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 · 56 lines · 21 tokens per session scan A 207b643687ab

Subscribe to this mod's changes

survey-blitz is a command published in the GitHub repository LigphiDonk/Oh-my--paper (753 stars, last pushed 6mo ago), licensed MIT. It adds 21 tokens to every session and 492 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.

Research

survey-blitz next to 6 commands from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
survey-blitzLigphiDonk/Oh-my--paper	Command	753	6mo ago	MIT	A	21	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