taiyi-reanalyze

taiyi-reanalyze is a skill for Claude Code, Codex from Dong90/oh-my-taiyiforge. It costs 46 tokens per session (1,343 once invoked), scanned A, original, MIT.

A requirements review that rereads project documents after time has passed or the scope has changed. It identifies contradictions, missing details, and unclear statements.

In plain words
What is it for?
Use it to review CHANGE.md and REQUIREMENT.md before design or development, optionally using project context and product documents. It produces a REANALYZE.md report or shows the findings in chat.
Why use it?
It helps prevent development from starting with an outdated or incomplete understanding of the work. It shows where the requirements need clearer acceptance criteria.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Codex; mentions OpenCode.

Good fit Use it to review CHANGE.md and REQUIREMENT.md before design or development, optionally using project context and product documents. It produces a REANALYZE.md report or shows the findings in chat.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/dong90/oh-my-taiyiforge/taiyi-reanalyze
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.

Any agent
npx skills add Dong90/oh-my-taiyiforge --skill taiyi-reanalyze
Clone the repo
git clone --depth 1 https://github.com/Dong90/oh-my-taiyiforge

Made for: Claude Code, Codex.

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.

agentmods badge for taiyi-reanalyze

README.md
[![agentmods](https://agentmods.dev/badge/skills/dong90/oh-my-taiyiforge/taiyi-reanalyze/github.svg)](https://agentmods.dev/skills/dong90/oh-my-taiyiforge/taiyi-reanalyze)
Your own site
<a href="https://agentmods.dev/skills/dong90/oh-my-taiyiforge/taiyi-reanalyze"><img src="https://agentmods.dev/badge/skills/dong90/oh-my-taiyiforge/taiyi-reanalyze/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.

agentmods 80×15 button for taiyi-reanalyze

Your own site · 80×15
<a href="https://agentmods.dev/skills/dong90/oh-my-taiyiforge/taiyi-reanalyze"><img src="https://agentmods.dev/badge/skills/dong90/oh-my-taiyiforge/taiyi-reanalyze.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,343 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00046 $0.01343
Opus 5.5 $0.00018 $0.00537
Sonnet 5.5 $0.00009 $0.00269
Haiku 4.5 $0.00005 $0.00134

Measured 1mo ago against content hash 14a308514d93, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

taiyi-reanalyze 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.

skills/taiyi-reanalyze/SKILL.md · 151 lines

How it starts

The opening of the file, as written. The whole thing — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.

taiyi-reanalyze

目的

当需求文档写了一段时间后,团队对需求的理解可能已经变化。这个技能重新阅读 CHANGE.md 和 REQUIREMENT.md,找出其中的矛盾、缺口和模糊点,产出一份「二次理解」报告。

何时使用

reanalyze 跑在 requirement 写完之后、dev 开始之前:

change → requirement → /taiyi:sp reanalyze(重新理解)
                │               │
                ▼               ▼ 产出 REANALYZE.md
              design → ui-design → task → dev → ...
                              │
              缺口/歧义 → 回到 requirement 补 AC
信号 建议
change 写完后放了一周以上才开始 dev 必跑
多人协作,中间有人改过 scope 必跑
requirement 写到一半觉得不对劲 必跑
review 阶段发现设计和需求对不上 必跑
刚写完 change,记忆还新鲜 跳过

何时不用

  • 刚写完 change 和 requirement,记忆清晰
  • 只有 1-2 个 AC 的简单 change
  • micro/nano profile 的变更(文档太少,没东西可重分析)

输入

  • .taiyi/changes/<slug>/CHANGE.md
  • .taiyi/changes/<slug>/REQUIREMENT.md
  • (可选)CONTEXT.md 代码情报
  • (可选)上游 README/PRD

输出

一份重新分析报告,写到 .taiyi/changes/<slug>/REANALYZE.md 或直接在聊天里展示。

格式:

# Reanalyze: <slug>

> 重分析日期 · 原始 change 日期 · 间隔 X 天

## 重新理解

用一句话重述这个 change 要解决什么问题。

## 一致性检查

| 检查项 | 状态 | 说明 |
|--------|------|------|
| CHANGE 和 REQUIREMENT 的范围一致 | ✅ | |
| AC 覆盖了所有 scope 条目 | ❌ | 缺少「权限校验」的 AC |
| 设计方案的假设在代码情报中成立 | ⚠️ | CONTEXT 标记了风险区 |
| 没有自相矛盾的 AC | ✅ | |

## 缺口

列出 REQUIREMENT 中应该覆盖但没覆盖的内容:
1. **缺口 1**:XXX 场景没有 AC
2. **缺口 2**:未定义错误处理策略

## 歧义

列出表述不清、有多种理解的内容:
1. **歧义 1**:「支持多种登录方式」—— 具体哪几种?oauth 还是手机号?
2. **歧义 2**:「高性能」—— 量化标准是什么?

## 建议

- 补充 AC:「XXX」
- 向产品确认:「YYY」
- 缩小 scope:「ZZZ 放到下一期」

执行步骤

1. 重新阅读

把 CHANGE.md 和 REQUIREMENT.md 当成第一次读:

  • 用一句话概括这个 change 的核心问题
  • 列出你理解中的关键约束(时间、依赖、不可碰的部分)

2. 交叉校验

核对 方法
CHANGE vs REQUIREMENT 每个 scope 条目在 REQUIREMENT 中有对应的 AC 吗?
AC 完整性 happy path / error path / edge case 都覆盖了吗?
假设 vs 现实 CONTEXT.md 中的代码现实是否推翻了设计假设?
自洽性 AC 之间有没有互相矛盾的?

3. 找缺口

重点关注:

  • 错误处理:每个 AC 的失败场景定义了吗?
  • 非功能需求:性能、安全、可观测性?
  • 边界条件:空输入、超大数据、并发?

4. 找歧义

  • 模糊词:「支持」「优化」「完善」→ 要求具体化
  • 未定义术语:「用户」「订单」→ 确认定义
  • 隐含假设:「登录后才能用」→ 显式写出来

5. 产出建议

  • 需要补充的 AC
  • 需要向上游确认的问题
  • 建议缩小 scope 的部分

Read the full file on GitHub · 151 lines

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.

  1. 1mo ago First seen · 151 lines · 46 tokens per session scan A 14a308514d93

Subscribe to this mod's changes

taiyi-reanalyze is a skill published in the GitHub repository Dong90/oh-my-taiyiforge (859 stars, last pushed 16d ago), licensed MIT. It adds 46 tokens to every session and 1,343 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.

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